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library(stringr)

We fit a modified SEIR model to case data from the 2019-nCoV epidemic in NYC using case data from () to ().

Declare model name

full_model_name = "NYC_Covid_Model_Hyrbid_Model_1_Pre-Symp_Compartment_Set_b_p_to_0"
model_name = "N_12"
rda_index = 0
rds_index = 0

Compartment/Queue Cohort Numbers

M = 5
V = 13
K = 14

Model Summary

Process Model

Process Model Diagram

Digram of process for (excluding queue) for simple model.

Digram of process for (excluding queue) for simple model.

Process Model Description

The process model is an SEIR model, with compartments for pre-symptomatic, symptomatic, and severe infections.

All individuals start out susceptible (\(S\)). They become infected with force of infection \(\lambda(t)\) and move into the Exposed class (\(E\))

We use chain of \(M= 3\) compartments (\(E_m\) where \(m= 1:M\)) to describe the Exposed class. Individuals leave each compartment at rate \(\phi_E\). They spend an average of \(\frac{1}{\phi_E}\) days in each compartment (exponentially distributed).

As individuals leave the exposed chain, they either develop a symptomatic infection with probability \(p_S\) or an asymptomatic infection with probability \(1-p_S\).

Individuals who develop an asymptomatic infection move from the exposed chain into the Infected Asymptomatic compartment (\(I_A\)). In this compartment, individuals transmit with intensity \(\beta_A\), where \(\beta_A = b_a*\beta\).

Individuals in \(I_A\) recover at rate \(\phi_S\) and move to the recovered asymptomatic compartment \(R_A\), spending an average of \(\frac{1}{phi_S}\) days in the asymptomatic infected compartment.

We note that in this model asymptomatic infections do not have an explicit presymptomatic phase that is distinct from their asymptomatic phase.

Individuals who develop a symptomatic infection experience pre-symptomatic infection (\(I_P\)).

We use chain of \(U= 1\) compartments (\(I_{P}\)) to describe the Infected Presymptomatic class class. Individuals leave each compartment at rate \(\phi_U\). They spend an average of \(\frac{1}{\phi_U}\) days in each compartment (exponentially distributed).

During each of these 1 compartments , individuals are able to (asymptomatically) transmit at rate \(\beta_P\) where \(\beta_P = b_p \beta (t)\).

After leaving the presymptomatic compartment \(I_{P}\), individuals move into the symptomatic infection compartment \(I_S\). Individuals spent an average of 5 days (exponentially distributed) in the symptomatic infection compartment \(I_S\) (they leave at rate \(phi_S = 1/5\) ).

After existing \(I_S\), they enter compartment \(I_{S_2}\) with probability \((1- p_{\text{H_cond_S}})\) (at which point they enter the potentially detected queue Queue 2) or compartment \(I_H\) with probability \(p_{\text{H_cond_S}}\) (at which point they enter the always detected queue Queue 1). Individuals in \(I_{S_2}\) recover at rate \(\gamma\), entering the compartment \(R_F\). Hospitalized individuals recover at rate \(h_V = \frac{1}{13}\) and move into compartment \(R_H\).

Testing Queue/PCR Testing/Measurement Model

Queue Diagrams

Queues 1 and 2 (Hospitalized patients)).

Queues 1 and 2 (Hospitalized patients)).

Queues 3 and 4 (Symptomatic patients)).

Queues 3 and 4 (Symptomatic patients)).

Description of Queue/Measurement model.

We assume that there are three groups of people

  1. People who will always be tested (once the testing queue has been established). This includes people who were hospitalized with COVID, as well as people who were not hospitalized with COVID but whose doctors’ recommended that they get tested anyway for the purposes of treatment. For simplicity, we do not distinguish between those two groups in our model. These individuals enter Queue 1 (\(Q_1\)). These individuals are tested at the same time and with the same priority as non-COVID individuals who present in the emergency department of a New York City hospital with respiratory symptoms during the epidemic during week \(w\). (\(G(w)\)). These individuals enter Queue NC (\(Q_{\text{NC}}\)). Individuals who test positive for COVID are subsequently re-tested upon leaving the hospital, and again 24 hours after that. We assume that individuals from Queue 1 who tested positive are re-sampled 13 days after they entered Queue 1, and then again 1 more day later. The re-testing is dealt with in Queue 2, which has highest priority after Queue 1 and Queue NC.

  2. People who could potentially be detected if their were enough testing capacity. We assume that these individuals have symptoms of COVID or flu-like symptoms, and make contact with the health care system at the same time as individuals who are hospitalized/deemed critical cases. However, they are only tested if there is enough testing capacity. In our model, these individuals are added to Queue 3 when they enter the \(I_{S_2}\) compartment. Queue 3 is precede in priority by Queues 1,NC, and 2. Samples that test positive contribute to the reported case count that day. This queue has a loss rate given by (\(\frac{1}{gamma}\)), as we assume that individuals will not seek available COVID-testing after their symptoms have gone. If there is insufficient capacity to test individuals as they arrive in Queue 4, they immediately exit the queue. Individuals who test positive in Queue 3 are re-tested two weeks after entering Queue 3, and again 24 hours later. This is dealt with in Queue 4. Samples that test positive do not contribute to the reported case count that day. Samples do not queue here-we assume that unless their is enough testing capacity, symptomatic people who recover are not sampled at the end of the quarantine period, and that the sampling performed on a given day is less than or equal to (not greater than) the surplus testing capacity (\(L_4\)) available for that category on that day.

We assume that if an individual’s sample in queue 1 or 3 is still in the queue at the time they would be expected to either leave the hospital (for Queue 1) or leave quarantine (Queue 3), then they will not be sampled again when they leave quarantine/hospital (i.e. their positive sample will not be entered into Queues 2 or 4). They will however still be tested.

We use the total number of PCR tests conducted each day across the five counties compromising New York City as measured by the New York State Health Department’s COVID tracker as the daily testing capacity for the city. This capacity is fed into the model as a co-variate (\(L(t)\)).

We assume that there is additional negative-binomial distributed dispersion after the PCR testing with standard deviation \(\sigma_{\text{M}}\).

State Variables

statenames = c("S",
               sprintf("E_%d",1:M),
               "I_A", "I_P",
               "I_S_1", "I_S_2", "I_H",
               "R_A", "R_F", "R_H",
               "A_T","beta_t",
               sprintf("Q_1_%d",1:V),
               sprintf("P_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_1_Q1_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_2_Q1_%d",1:V),
               "First_re_test_Q1",
               "Second_re_test_Q1",
               "Backlog_Queue_1",
               "total_samples_for_PCR_Testing_backlog_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q1",
               sprintf("Q_NC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_QNC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_1_QNC_%d",1:V),
               sprintf("total_samples_for_PCR_Testing_lag_2_QNC_%d",1:V),
               "neg_samples_Q1",
               "neg_samples_Q3",
               "neg_samples_Q5",
               "total_neg_samples_all_queues",
               "Backlog_Queue_NC",
               "total_samples_for_PCR_Testing_backlog_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_1_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_2_QNC",
               "Q_2",
               "total_samples_for_PCR_Testing_Q2",
               sprintf("Q_3_%d",1:K),
               sprintf("P_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_lag_1_Q3_%d",1:K),
               sprintf("total_samples_for_PCR_Testing_lag_2_Q3_%d",1:K),
               "First_re_test_Q3",
               "Second_re_test_Q3",
               "Backlog_Queue_3",
               "total_samples_for_PCR_Testing_backlog_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q3",
               "Q_4",
               "total_samples_for_PCR_Testing_Q4",
               "infected_sample_size",
               "total_sample_size",
               "prob_infected_Q5",
               "total_samples_for_PCR_Testing_Q5",
               "N",
               "L_int",
               "L_1",
               "L_2",
               "L_3",
               "L_4",
               "Prop_Positive_Tests_Track",
               "C_Q1", "C_Q2",
               "C_Q3", "C_Q4",
               "C_QNC",
               sprintf("Y_Q1_%d",1:V), sprintf("Y_QNC_%d",1:V),
               sprintf("Y_Q3_%d",1:K), 
               "Y_Q1_backlog",
               "Y_QNC_backlog",
               "Y_Q3_backlog",
               "Y_sum",
               "G_w_y",
               "Y_Q5",
               "Neg_State_Value_Detected",
               "NAN_State_Value_Detected",
               "Error_Printing_Complete")
acumvarnames = c("C_Q1", "C_QNC", "C_Q2",
                 "C_Q3", "C_Q4",
                 sprintf("Y_Q1_%d",1:V), sprintf("Y_QNC_%d",1:V),
                 sprintf("Y_Q3_%d",1:K), 
                 "Y_Q1_backlog",
                 "Y_QNC_backlog",
                 "Y_Q3_backlog",
                 "Y_Q5",
                 "Y_sum", "total_neg_samples_all_queues")
obsnames = c("Y", "obs_prop_positive")

Table of State Variables

. State Variables and Co-variate.
Variable Term Definition of Variable Variable Type
\(S(t)\) Susceptible individuals State Variable
\(E_m(t)\) Exposed individuals in compartment \(m\) (m = 1:M) State Variable
\(I_{P_q}(t)\) Infected pre-symptomatic individuals State Variable
\(I_{A}(t)\) Infected asymptomatic individuals in State Variable
\(I_{{S}_1}(t)\) Infected symptomatic individuals who may or may not develop severe infection State Variable
\(I_{{S}_2}(t)\) Infected symptomatic (non-severe) individuals State Variable
\(I_{H}(t)\) Individuals with severe infections requiring hospitalizations State Variable
\(R_A(t)\) Recovered asymptomatic individuals State Variable
\(R_F(t)\) Recovered individuals who had a symptomatic (non-severe) infection State Variable
\(R_H(t)\) Recovered individuals who had a severe infection State Variable
\(C_{Q1}(t)\) Daily cases entering Queue 1 Accumulator Variable
\(C_{QNC}(t)\) Daily non-COVID respiratory cases entering Queue NC Accumulator Variable
\(C_{Q2}(t)\) Daily cases entering Queue 2 Accumulator Variable
\(C_{Q3}(t)\) Daily cases entering Queue 3 Accumulator Variable
\(C_{Q4}(t)\) Daily cases entering Queue 4 Accumulator Variable
\(Y_{Q1}(t)\) Confirmed Cases Queue 1 Accumulator Variable
\(Y_{Q3}(t)\) Confirmed Cases Queue 3 Accumulator Variable
\(Y_{sum}(t)\) Total Daily Confirmed Cases Accumulator Variable
\(Y_{QNC}(t)\) Confirmed Non-COVID Cases Queue NC Accumulator Variable
\(Q_1(v,t)\) Samples in Queue 1 at time t sampled at time v (v ranges from 1:V, where V = 8) State Variable
\(Q_{NC}(v,t)\) Samples in Queue NC at time t sampled at time v (v ranges from 1:V, where V = 8) State Variable
Backlog_Queue_1(t) Samples in Queue 1 that will not be entered into Queue 2 (have already left hospital while still in Queue 1) State Variable
Backlog_Queue_{NC}(t) Samples in Queue NC that have already left hospital while still in Queue 1) State Variable
\(Q_2(t)\) Samples in Queue 2 State Variable
\(Q_3(k,t)\) Samples in Queue 3 at time t sampled at time k (k ranges from 1:K, where K = 14) State Variable
Backlog_Queue_3(t) Samples in Queue 3 that will not be entered into Queue 4 (have already left quarantine while still in Queue 3) State Variable
\(Q_4(t)\) Samples in Queue 4 State Variable
\(P_{Q1}(v,t)\) Positive samples from queue 1 at time t first sampled at time v State Variable
\(P_{Q3}(k,t)\) Positive samples from queue 3 at time t first sampled at time k State Variable
First_re_test_Q1(t) Positive samples from queue 1 that were first re-sampled on day t upon leaving the hospital State Variable
First_re_test_Q3(t) Positive samples from queue 3 that were first re-sampled on day t two weeks after the initial sampling State Variable
Second_re_test_Q1(t) Positive samples from queue 1 that were re-sampled a second time on day t 24 hours after the first re-sampling State Variable
Second_re_test_Q3(t) Positive samples from queue 3 that were re-sampled a second time on day t 24 hours after the first re-sampling State Variable
total_samples_for_PCR_Testing_backlog_QNC(t) Total Samples that were sent for PCR testing on day t from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_Q1(t) Total Samples that were sent for PCR testing on day t from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_Q3(t) Total Samples that were sent for PCR testing on day t from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_Q1(t) Total Samples that were sent for PCR testing on day t-1 from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_QNC(t) Total Samples that were sent for PCR testing on day t-1 from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_1_Q3(t) Total Samples that were sent for PCR testing on day t-1 from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_Q1(t) Total Samples that were sent for PCR testing on day t-2 from Queue 1 backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_QNC(t) Total Samples that were sent for PCR testing on day t-2 from Queue NC backlog State Variable
total_samples_for_PCR_Testing_backlog_lag_2_Q3(t) Total Samples that were sent for PCR testing on day t-2 from Queue 3 backlog State Variable
total_samples_for_PCR_Testing_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t from Queue 1 State Variable
total_samples_for_PCR_Testing_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t from Queue NC State Variable
total_samples_for_PCR_Testing_Q3(k,t) Total Samples first sampled on day k that were sent for PCR testing on day t from Queue 3 State Variable
total_samples_for_PCR_Testing_lag_1_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-1 from Queue 1 State Variable
total_samples_for_PCR_Testing_lag_1_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-1 from Queue NC State Variable
total_samples_for_PCR_Testing_lag_1_Q3(k,t) Total Samples first sampled on day k that were sent for PCR testing on day t-1 from Queue 3 State Variable
total_samples_for_PCR_Testing_lag_2_Q1(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue 1 State Variable
total_samples_for_PCR_Testing_lag_2_QNC(v,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue NC State Variable
total_samples_for_PCR_Testing_lag_2_Q3(k,t) Total Samples first sampled on day v that were sent for PCR testing on day t-2 from Queue 3 State Variable
neg_samples_Q1(t) Negative PCR Samples in Queue 1 tested on day t State Variable
neg_samples_Q3(t) Negative PCR Samples in Queue 3 tested on day t State Variable
total_neg_samples_all_queues(t) Total negative samples (from all queues) tested on day t Accumulator Variable
\(N(t)\) New York City Population State Variable
L_advanced_2_days(t) Total PCR testing capacity on day t +2 Co-variate
L_total_pos_advanced_2_days(t) Estimated number of positive COVID cases (True Positive + False Negative) tested on day t +2 Co-variate
L_int(t) PCR Testing Capacity Rounded to the Nearest Integer State Variable
L_1(t) Surplus PCR testing capacity used in/remaining after Queue 1 on day t +2 State Variable
L_2(t) Surplus PCR testing capacity used in/remaining after Queue 2 on day t +2 State Variable
L_3(t) Surplus PCR testing capacity used in/remaining after Queue 3 on day t +2 State Variable
L_4(t) Surplus PCR testing capacity used in/remaining after Queue 4 on day t +2 State Variable
Prop_Positive_Tests_Track(t) Proportion of positive tests (positive tests/postie+negative tests simulated by model) State Variable
diag_change_done Diagnosis change has occurred Flag

Start Date

We use a simulation start date of March 1st, but also assume that there was already community transmission at that point. Source for assumption that community transmission was perhaps already occurring by March 1st: https://www.medrxiv.org/content/medrxiv/early/2020/04/16/2020.04.08.20056929.full.pdf

Parameters

paramnames = c("M_0","V_0", "K_0",
               "phi_U", "phi_E", "phi_S", "h_V",
               "p_S", "p_H_cond_S", 
               "gamma", 
               "quarantine_start_time",
               "social_distancing_start_time",
               "PCR_sens",
               "b_q", "b_a", "b_p",
               "R_0",
               "E_0", "z_0", "N_0", "C_0", "sigma_M",
               "beta_w_3", "beta_w_2",
               "beta_w_1", "beta_w_0",
               "g_0", "g_F",
               "sigma_epsilon",
               "G_w_y_scaling")

Table of Parameters

. Parameters. Alternate sources in parentheses.
Variable Term Definition of Variable Value Type Source
\(M\) Number of Exposed Compartments 5 Fix Mizuomoto/NA
\(phi_U\) Duration of Pre-Symptomatic Infection 1.09 Fix Mizuomoto/NA
\(V\) Average number of days spent in hospital for severe cases (Read in as \(V_0\)) 8 Fix Imperial
\(K\) Average number of days spent in quarantine after sampling of symptomatic non-severe cases (Read in as \(K_0\)) 14 Fix NA
\(\phi_E\) Rate of leaving exposed each of \(M\) exposed compartments 1.09 Fix Mizuomoto
\(\phi_S\) Rate of onset of severe symptoms (1/time from symptom onset to onset of severe symptoms requiring hospitalization) 1/5 Fix Imperial
\(h_V\) Severe symptom recovery rate in non-critical patients who eventually develop severe symptoms (1/time spent with severe symptoms requiring hospitalization in non-ICU hospitalized patients) 1/13 Fix Imperial
p(S) Probability that a new infection is symptomatic 0.50-0.95 Fit Imperial
p(H|S) Probability that a new symptomatic infection will eventually become severe NA Fit Wu
\(\gamma\) Recovery rate in individuals with flu-like symptoms (1/(duration of infection-time already symptomatic) NA Fit NA
quarantine_start_time Date stay at home order imposed 2020-03-22 Fix NA
PCR_sens Sensitivity of single PCR test 90% Fix NA
\(b_{q}\) Ratio of post-quarantine transmission rate to pre-quarantine transmission rate in all infectious compartments .15 Fit (hard cutoff) NA
\(b_{a}\) Ratio of transmission rate in asymptomatic infected individuals to transmission rate in symptomatic infected individuals independent of quarantine status NA Fit NA
\(b_{p}\) Ratio of transmission rate in pre-symptomatic infected individuals to transmission rate in symptomatic infected individuals independent of quarantine status 0/NA Fit NA
\(R_{0}\) Pre-Quarantine reproductive number of virus 2.5 (1.7-2.1) Fit (or set to 0) Imperial (Wu Wuhan)
\(E_{0}\) Initial exposed individuals as of simulation start 10 Fit NA
\(I_{S_0}\) Pulse of initial zoonotic infections at simulation start on March 1, 2020 0 Fix Wu
N_0 Initial population of NYC 8*10^6 Fix NA
C_0 Initial number of daily hospitalizations 0 Fix NA
\(\sigma_{M}\) Measurement noise standard deviation 0.15 Fix NA

ODE Equations

Baseline Transmission Rate

\[\begin{equation} \text{total_time_infected} = \frac{1}{\gamma} + \frac{1}{\phi_{\text{S}}}; \end{equation}\]

\[\begin{equation} \beta_{\text{0}} = \frac{R_{\text{0}}} {\text{total_time_infected}} \end{equation}\]

\[\begin{equation} \beta_{\text{1}} = b_{\text{q}} \beta_{\text{0}} \end{equation}\]

if t <= social_distancing_start_time :

\[\begin{equation} \beta(t) = \beta_{\text{0}} \end{equation}\]

else if social_distancing_start_time < t <= quarantine_start_time:

\[\begin{equation} m_q = \frac{\beta_{\text{1}} - \beta_{\text{0}}}{quarantine_start_time - social_distancing_start_time} \end{equation}\]

\[\begin{equation} \beta(t) = \beta_{\text{0}}+m_q*(t-social_distancing_start_time) \end{equation}\]

else if t > quarantine_start_time: \[\begin{equation} \beta(t) = \beta_{\text{1}} \end{equation}\]

Transmission Rate in Pre-symptomatic Compartments

\[\begin{equation} \beta_{\text{p}}(t) = b_{\text{p}}\beta(t) \end{equation}\]

Transmission Rate in Asymptomatic Compartments

\[\begin{equation} \beta_{\text{a}}(t) = b_{\text{a}}\beta(t) \end{equation}\]

Force of Infection

Note that we use $_{}(t) $ to refer to the force of infection in the equations, which corresponds to \(\lambda(t)\) in the process model diagram.

\[\begin{equation} \lambda_{\text{FOI}}(t) = \frac{\beta(t)[( I_{S}(t)) + ( I_{F}(t))] + \beta_{\text{a}}(t)[I_A(t)] + \beta_{\text{p}}(t)[I_P(t)]}{N} \end{equation}\]

Loss Rates

We assume all hospitalized individuals are sampled if the queue is operational, so:

\[\begin{equation} \mu_{\text{1}} = 0 \end{equation}\]

The symptomatic queue, however, does have a loss rate.

\[\begin{equation} \mu_{\text{2}} = \gamma \end{equation}\]

Process Model Compartment Equations

\[\begin{equation} \frac{dS}{dt} = - (\lambda_{\text{FOI}}(t) ) S(t) \end{equation}\]

For exposed compartment \(E_m\) where \(m = 1\): \[\begin{equation} \frac{dE_1}{dt} = (\lambda_{\text{FOI}}(t) ) S(t) -\phi_{\text{E}} E_1 (t) \end{equation}\]

For exposed compartment \(E_m\) where $ 1 < m <= M$:

\[\begin{equation} \frac{dE_m}{dt} = \phi_{\text{E}} E_{m-1}(t) -\phi_{\text{E}} E_m (t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{P}}}{dt} = \phi_{\text{E}} E_M(t) - \phi_{\text{U}}I_{\text{P}}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{S}_1}}{dt} = p_{\text{S}} \phi_{\text{U}}I_{\text{P}}(t) - \phi_{\text{S}}I_{\text{S}_1}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{H}}}{dt} = p_{\text{H_cond_S}}\phi_{\text{S}}I_{\text{S}_1}(t) -h_{\text{V}}I_{\text{H}}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{S_2}}}{dt} = (1-p_{\text{H_cond_S}})\phi_{\text{S}}I_{\text{S}_1}(t) -\gamma I_{\text{S}_2}(t) \end{equation}\]

\[\begin{equation} \frac{dI_{\text{A}}}{dt} = (1 - p_{\text{S}}) \phi_{\text{U}}I_{\text{P}}(t) - \phi_{\text{S}} I_{\text{A}} \end{equation}\]

\[\begin{equation} \frac{dR_{\text{A}}}{dt} = \phi_{\text{S}} I_{\text{A}} \end{equation}\]

\[\begin{equation} \frac{dR_{\text{F}}}{dt} = \gamma I_{\text{S}_2}(t) \end{equation}\]

\[\begin{equation} \frac{dR_{\text{H}}}{dt} = h_{\text{V}}I_{\text{H}}(t) \end{equation}\]

Equations for model with demographic stochasticity

Rates in continuous time: \[\begin{equation} \mu_{SE_1} = \lambda_{\text{FOI}}(t) \end{equation}\] For \(1<= m < M\) \[\begin{equation} \mu_{E_{m} E_{m+1}} = \phi_{\text{E}} \end{equation}\]

\[\begin{equation} \mu_{E_{\text{M}} I_{\text{P}}} = \phi_{\text{E}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{P}} I_{\text{A}}} = (1-p_{\text{S}}) \phi_{\text{U}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{M}} I_{\text{S}_1}} = p_{\text{S}} \phi_{\text{U}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{S}_1} I_{\text{H}}} = p_{\text{H_cond_S}}\phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{S}_1} I_{\text{S}_2}} = (1-p_{\text{H_cond_S}})\phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{F}} R_{\text{F}}} = \gamma \end{equation}\]

\[\begin{equation} \mu_{I_{\text{A}} R_{\text{A}}} = \phi_{\text{S}} \end{equation}\]

\[\begin{equation} \mu_{I_{\text{H}} R_{\text{H}}} = h_{\text{V}} \end{equation}\]

Discretizations

Discretizations of transitions in susceptible, asymptomatic infected, hospitalized infected, and flu-like infected individuals

\[\begin{equation} \Delta \tilde N_{S E_1} \sim Binomial (\tilde S(t), 1 - e^{-\mu_{S E_1} \Delta t }) \end{equation}\]

For integer \(m\) such that \(1 <= m < M\):

\[\begin{equation} \Delta \tilde N_{E_{m} E_{m+1}} \sim Binomial (\tilde E_{\text{m}}(t), 1 - e^{-\mu_{E_{m} E_{m + 1}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{E_{\text{M}} I_{\text{P}}} \sim Binomial (\tilde E_{\text{M}}(t), 1 - e^{-\mu_{E_{\text{M}} I_{\text{P}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{S_2}} R_{\text{F}}} \sim Binomial (\tilde I_{\text{S_2}}(t), 1 - e^{-\mu_{I_{\text{S_2}} R_{\text{F}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \sim Binomial (\tilde I_{\text{A}}(t), 1 - e^{-\mu_{I_{\text{A}} R_{\text{A}}} \Delta t }) \end{equation}\]

\[\begin{equation} \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \sim Binomial (\tilde I_{\text{H}}(t), 1 - e^{-\mu_{I_{\text{H}} R_{\text{H}}} \Delta t }) \end{equation}\]

Eulermultinomial discretization of compartment flows from time \(t\) to time \(t + \Delta t\)

Several compartments (the \(I_{\text{P}}\) and \(I_{\text{S}_1}\) compartments in particular) have more than one exit at each time step (presymptomatic individuals can either develop symptomatic or asymptomatic infection, and symptomatic infected individuals either move to the hospital or develop flu-like symptoms). Instead of a binomial transition probability, we thus use the Euler multinomial distribution to model transition events using the function reulermultinom in the R package pomp as described by He and Ionides (D. He, E. L. Ionides, & A. A. King, Plug-and-play inference for disease dynamics: measles in large and small populations as a case study. J. R. Soc. Interface, 7:271–283, 2010. ).

We use the implemention of eulermultinomial transitions in https://raw.githubusercontent.com/kingaa/sbied/master/measles/measles.R as a guide, although we are not using environmental noise here.

We summarize briefly that function here. Given a population \(X\), a time interval \(\Delta t\), and a set of rates \(r_1 ... r_k\), the number of individuals remaining in that class or moving to other classes is multinomially distributed:

\[\begin{equation} (X-\sum_{i=1}^k (dx_i), dx_1, …, dx_k) \sim Multinomial(X;p_0,p_1,…,p_k) \end{equation}\]

Each probability \(p_j\) where \(j= 1 ... k\) is calculated as follows:

\[\begin{equation} p_j=(1-exp(-\sum_{i = 1}^k (r_i \Delta t))) \frac{r_j}{(\sum_{i= 1}^k (r_i))} \end{equation}\]

For our model:

\[\begin{equation} (\tilde I_{\text{P}}(t) - \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{S}_1}}, \Delta \tilde N_{I_{\text{P}} I_{\text{A}}}, \Delta \tilde N_{I_{\text{P}} I_{\text{S}_1}}) \sim reulermultinomial (\tilde I_{\text{P}}(t), \mu_{I_{\text{P}} I_{\text{A}}}, \mu_{I_{\text{P}} I_{\text{S}_1}}, \Delta t) \end{equation}\]

\[\begin{equation} (\tilde I_{\text{S}_1}(t) - \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}}, \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}}, \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}}) \sim reulermultinomial (\tilde I_{\text{S}_1}(t), \mu_{I_{\text{S}_1} I_{\text{S}_2}}, \mu_{I_{\text{S}_1} I_{\text{H}}}, \Delta t) \end{equation}\]

Compartment transitions

\[\begin{equation} \Delta \tilde S = - \Delta \tilde N_{S E_{1}} \end{equation}\]

\[\begin{equation} \Delta \tilde E_1 = \Delta \tilde N_{S E_1} - \Delta \tilde N_{E_1 E_{2}} \end{equation}\]

For integer \(m\) in \(1 < m < M\):

\[\begin{equation} \Delta \tilde E_m = \Delta \tilde N_{E_{m-1} E_{m}} - \Delta \tilde N_{E_{m} E_{m+1}} \end{equation}\]

\[\begin{equation} \Delta \tilde E_M = \Delta \tilde N_{E_{M-1} E_{M}} - N_{E_{M} I_{\text{P}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{P}} = \Delta N_{E_{M} I_{\text{P}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{S_1}}} - \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{S}_1} = \Delta \tilde N_{I_{\text{P}} I_{\text{S_1}}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{S}_2} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} - \Delta \tilde N_{I_{\text{S}_2} R_{\text{F}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{H}} = \Delta \tilde N_{I_{\text{S}} I_{\text{H}}} - \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde I_{\text{A}} = \Delta \tilde N_{I_{\text{P}} I_{\text{A}}} - \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{A}} = \Delta \tilde N_{I_{\text{A}} R_{\text{A}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{F}} = \Delta \tilde N_{I_{\text{S}_2} R_{\text{F}}} \end{equation}\]

\[\begin{equation} \Delta \tilde R_{\text{H}} = \Delta \tilde N_{I_{\text{H}} R_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{Q1}} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{H}}} \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{QNC}} = G(w,y) \end{equation}\]

\[\begin{equation} \Delta \tilde C_{\text{Q3}} = \Delta \tilde N_{I_{\text{S}_1} I_{\text{S}_2}} \end{equation}\]

Non-Flu Case Equations

Let \(G(w,y)\) be the number of non-COVID respiratory syndrome cases presenting in the ED of hosptials in NYC in week \(w\) of year \(y\).

\[\begin{equation} G(w,y) = g_0 + g_{\text{F}} F(w,y) + \beta_{\text{w}^3}w^3 + \beta_{\text{w}^2}w^2 + \beta_{\text{w}^1}w + \beta_{\text{w}^0} + \epsilon \end{equation}\]

where \(F(w,y)\) is the number of confirmed flu cases in NYC, and:

\[\begin{equation} \epsilon \sim rnorm(0,\sigma_{\epsilon}) \end{equation}\]

We multiply \(G(w,y)\) by the probabilty that an individual who shows up to the emergency deparmtnet with respiratory symptoms is severe enough to merit testing for COVID-19. Since we do not know this esimate, we use the ratio of indiviudals aged 65 or older who were hosptialized for flu (279,384) to the number of indivduasl aged 65 or older who had a medical visit for flu during the 2018-2019 flu season (1,721,007). This value was found here in “Table 1: Estimated influenza disease burden, by age group — United States, 2018-2019 influenza season”: https://www.cdc.gov/flu/about/burden/2018-2019.html

The value we use for this scaling is 0.162.

\[\begin{equation} G(w,y) = 0.162 g_0 + g_{\text{F}} F(w,y) + \beta_{\text{w}^3}w^3 + \beta_{\text{w}^2}w^2 + \beta_{\text{w}^1}w + \beta_{\text{w}^0} + \epsilon \end{equation}\]

Load data and covariates for model

Define start date

true_start_date = as.Date("2020-03-01")
t0 = 0
start_of_year = as.Date("2020-01-01")
first_saturday_in_year = as.Date("2020-01-04")

Load COVID testing data

NYC_full_testing_data = read.csv("../Generated_Data/NYC_full_testing_data.csv")
head(NYC_full_testing_data)
##    Test.Date New_Positives Cumulative_Number_of_Positives
## 1 03/02/2020             0                              0
## 2 03/03/2020             0                              0
## 3 03/04/2020             2                              2
## 4 03/05/2020             2                              4
## 5 03/06/2020             7                             11
## 6 03/07/2020             0                             11
##   Total_Number_of_Tests_Performed Cumulative_Number_of_Tests_Performed
## 1                               0                                    0
## 2                               8                                    8
## 3                               8                                   16
## 4                              36                                   52
## 5                              45                                   97
## 6                              64                                  161
##     Prop_Pos Not_Pos       Date
## 1         NA       0 2020-03-02
## 2 0.00000000       8 2020-03-03
## 3 0.25000000       6 2020-03-04
## 4 0.05555556      34 2020-03-05
## 5 0.15555556      38 2020-03-06
## 6 0.00000000      64 2020-03-07
Observed_data = NYC_full_testing_data %>%
  mutate(times = as.numeric(as.Date(Date) - true_start_date)) %>%
  select(Y = New_Positives, times,
         obs_prop_positive = Prop_Pos)

Observed_data = Observed_data %>%
  filter(times < 90)
head(Observed_data)
##   Y times obs_prop_positive
## 1 0     1                NA
## 2 0     2        0.00000000
## 3 2     3        0.25000000
## 4 2     4        0.05555556
## 5 7     5        0.15555556
## 6 0     6        0.00000000
write.csv(Observed_data,
          file = paste0("../Generated_Data/observed_data_", model_name, ".csv"),
          row.names = FALSE)

Load in testing data covariates

 testing_data = NYC_full_testing_data %>%
   select(L = Total_Number_of_Tests_Performed, Date)

orig_testing_df = testing_data %>%
    mutate(times = as.numeric(as.Date(Date) - true_start_date)) %>%
  dplyr::select(times,L_orig = L)



   
 testing_data = testing_data %>%
   mutate(Adj_Date = as.Date(Date) -2) %>%
   mutate(times = as.numeric(Adj_Date - true_start_date)) %>%
   mutate(Week = (ceiling(as.numeric(Adj_Date - first_saturday_in_year)/7)) + 1,
          Year = year(Adj_Date)) %>%
   dplyr::select(times,L_advanced_2_days = L, Week, Year)
 
 testing_data = join(testing_data, orig_testing_df)
## Joining by: times
 # Assign 0 to start date orig testing
 testing_data$L_orig[1] = 0
 testing_data$L_orig[2] = 0

Load in Flu data

Load in

NYC_region_confirmed_flucases_NY_state_2020 = read.csv(
  file = "../Generated_Data/NYC_region_confirmed_flucases_NY_state_2020.csv")

NYC_flu_data = NYC_region_confirmed_flucases_NY_state_2020 %>%
  dplyr::select(Week = Week, Year = Year, F_w_y = Confirmed_Flu_Cases)

Adjust-assume that 0 cases were reported in later weeks (when surveillance was halted).

flu_data_missing_weeks = data.frame(Week = seq(from = max(NYC_flu_data$Week) +1,
                                                to = max(testing_data$Week) +1),
                                    Year = 2020,
                                    F_w_y = 0)
NYC_flu_data_adj = rbind(NYC_flu_data,
                         flu_data_missing_weeks)

Assemble covariate data frame

covariate_df = join(testing_data,
                    NYC_flu_data_adj,
                    by = c("Week", "Year"))

head(covariate_df)
##   times L_advanced_2_days Week Year L_orig F_w_y
## 1    -1                 0    9 2020      0  2700
## 2     0                 8   10 2020      0  2413
## 3     1                 8   10 2020      0  2413
## 4     2                36   10 2020      8  2413
## 5     3                45   10 2020      8  2413
## 6     4                64   10 2020     36  2413
write.csv(covariate_df,
          file = paste0("../Generated_Data/covariate_data_", model_name, ".csv"),
          row.names = FALSE)

Create covariate table

# ---- covar ----
covar=covariate_table(
  time=covariate_df$times,
  L_advanced_2_days=covariate_df$L_advanced_2_days,
  L_orig = covariate_df$L_orig,
  F_w_y = covariate_df$F_w_y,
  w = covariate_df$Week,
  y = covariate_df$Year,
  times="time"
)
fitted_NC_model_params = read.csv(
          file = "../Generated_Data/fitted_NC_model_params.csv")

g_F = fitted_NC_model_params$g_F/7 
g_0 = fitted_NC_model_params$g_0/7 

beta_w_3 = fitted_NC_model_params$Beta_w_3/7

beta_w_2 = fitted_NC_model_params$Beta_w_2/7
beta_w_1 = fitted_NC_model_params$Beta_w_1/7
beta_w_0 = fitted_NC_model_params$Beta_w_0/7
sigma_epsilon = fitted_NC_model_params$sigma_epsilon/7
g_F
## [1] 0.1162005
g_0
## [1] 1183.3
beta_w_3
## [1] 0.01215073
beta_w_2
## [1] 0.9810086
beta_w_1
## [1] -37.23481
beta_w_0
## [1] 229.4094
sigma_epsilon
## [1] 109.1121
fitted_NC_model_params = data.frame(g_F = g_F, g_0 =g_0, beta_w_2 = beta_w_2,
                                    beta_w_1 = beta_w_1,
                                    beta_w_0 = beta_w_0,
                                    sigma_epsilon = sigma_epsilon)

Motivating Literature and Justification of Compartment Numbers

We follow the results of Mizuomoto et al (Eurosurveilance 2020) from the Diamond Princess Cruise-ship outbreak.

https://www.eurosurveillance.org/content/10.2807/1560-7917.ES.2020.25.10.2000180#html_fulltext

In their model, they assume that individuals experience an incubation period between the time of infection and the onset of symptoms which is given by a Weibull distribution with mean 6.4 days and standard deviation of 2.3 days (they cite Backer et al for justification).

They assume that some proportion \(p\) of those infections never become symptomatic (these are the asymptomatic infections).

We will build on their model here. We will use a Gamma distribution to approximate the weibull. This gamma distribution will be approximated using a chain of exponentially distributed compartments.

A key question that is important for model structure is whether individuals can transmit during the period when they are asymptomatic. Some models focus on pre-symptomatic transmission, assuming that are all individuals who are infected with COVID initially have a period of pre-symptomatic transmission. Some individuals never go on to develop symptoms.

In these models, this pre-symptomatic transmission can be modeled by allowing individuals to transmit at a reduced rate during the later stages of the incubation period essentially partitioning what Backer et al consider the incubation period into two compartments: a latent period where no transmission occurs and a pre-symptomatic transmission period where transmission can occur.

Other models view asymptomatic transmission as a bifurcation-that is, some individuals are able to transmit asymptomatically while others develop symptoms.

We combine both approaches in our model.

We assume following Backer et al that the time between infection and the onset of symptoms follows a gamma distribution with mean 6.5 days and variance 2.6 days. This is approximated using a chain of 6 compartments with an exponentially distributed average time of 13/12 days spent in each compartment. However, we then assume that during the first 3 compartments, no infected individuals can transmit (these are the Exposed Compartments \(E_m\)). For the fraction \(p_S\) of individuals leaving the last exposed compartment who will develop symptoms, we treat the remaining 3 compartments as the pre-symptomatic transmission period \(I_{P_q}\).

Asymptomatic individuals (fraction \(1-p_S\) of individuals leaving the last exposed compartment) instead start transmitting asymptomatically for an average of 5 days (\(\phi_S = 1/5\)). We assume here that asymptomatic individuals transmit for the same amount of time as the duration between the onset of symptoms and the time of sampling in symptomatic individuals.

More info on asymptomatic transmission: https://wwwnc.cdc.gov/eid/article/26/7/20-1595_article

Nishiura et al obtain a different estimate of the incubation period-namely an incubation period of 5.0 days and a serial interval of 4 days, which would suggest that (in our model) inidivduals spend about 4 days in the exposed class and 1 day in the pre-symptomatic class. https://www-sciencedirect-com.proxy.uchicago.edu/science/article/pii/S1201971220301193

In their paper, median serial interval of the best-fit Weibull distribution model was estimated at 4.6 days (95% CI: 3.5, 5.9) with a mean and SD of 4.8 days (95% CrI: 3.8, 6.1) and 2.3 days (95% CrI: 1.6, 3.5),

Lognormal: . “The median serial interval was estimated at 4.0 days (95% credible interval [CrI]: 3.1, 4.9) while the mean and standard deviation (SD) of the serial interval were estimated at 4.7 days (95% CrI: 3.7, 6.0) and 2.9 days (95% CrI: 1.9, 4.9), respectively. Without truncation, the model using the lognormal distribution was also the best-fit model (WAIC = 128.0) with the median serial interval estimated at 3.9 days (95% CrI: 3.1, 4.8).”

We use Lauer et al here: https://www.acpjournals.org/doi/10.7326/M20-0504#t4-M200504

Determining number of total compartments V

Let us then parameter the distribution assuming that we know \(\mu_V\) and \(V\) (the number of Exposed compartments).

Writing the \(\Gamma\) distribution in the form of shape \(V\) and rate \(\lambda_V\) we have:

\[\begin{equation} \Gamma(V, \lambda_V) \sim \sum_{m = 1}^V exp(\lambda_V) \end{equation}\]

In the case of Lauer et al, \(V = 5.807\), and \(\lambda_V = 1/ 0.948\) or \(\lambda_V = 1.054852\)

Now re-writing the \(\Gamma\) distribution in terms of mean and variance we have:

\[\begin{equation} \Gamma(\frac{V}{\lambda_V}, \frac{V}{\lambda_V^2}) \sim \sum_{m = 1}^V exp(\lambda_V) \end{equation}\]

Solve for \(\lambda_V\):

\[\begin{equation} \mu_E = \frac{V}{\lambda_V} \end{equation}\]

\[\begin{equation} \lambda_V = \frac{V}{\mu_E} \end{equation}\]

Plugging in, we obtain:

\[\begin{equation} \mu_E = \frac{5.807}{1.054852} \end{equation}\]

\[\begin{equation} \mu_E = 5.505038 \end{equation}\]

Solve for the variance of the resulting \(Gamma\) distributed duration of infection:

\[\begin{equation} \sigma^2_E = \frac{V}{\lambda_V^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{V}{(\frac{V}{\mu_E})^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{V}{\frac{V^2}{\mu_E^2}} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{\mu_E^2 V}{V^2} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{\mu_E^2}{V} \end{equation}\]

Plugging in \[\begin{equation} \sigma^2_E = \frac{5.505038^2}{5.807} \end{equation}\]

\[\begin{equation} \sigma^2_E = 5.218778 \end{equation}\]

\[\begin{equation} \sigma_E = 2.284464 \end{equation}\]

Note that for a given mean, increasing the number of compartments decreases the variance.

We will use \(V=6\), corresponding to 6 compartments, but set $_V $ to obtain the observed mean of 5.505038 days.

\[\begin{equation} \lambda_V = \frac{V}{\mu_E} \end{equation}\]

\[\begin{equation} \lambda_V = \frac{6}{5.505038} \end{equation}\]

\[\begin{equation} \lambda_V = 1.09 \end{equation}\]

The actual standard deviation of the gamma distribution is \[\begin{equation} \sigma^2_E = \frac{\mu_E^2}{V} \end{equation}\]

\[\begin{equation} \sigma^2_E = \frac{5.505038^2}{6} \end{equation}\]

\[\begin{equation} \sigma^2_E = 5.050907 \end{equation}\]

\[\begin{equation} \sigma_E = 2.25 \end{equation}\]

Our approximation of the incubation period is equivalent to a gamma distribution with mean 5.5 days and standard deviation 2.25, compared to a gamma distribution with mean 5.5 and standard deviation 2.28 from Lauer et al.

For ease of notation, we will use \(\phi_E\) to refer to \(\lambda_V\) to avoid confusion with the force of infection.

We are using \(V= 6\) compartments with \(\phi_E = 1.09\), which means that each individual spends about \(0.92\) days in each compartment (around 1 day) although of course this is an approximation.

Estimating the number of compartments with pre-symptomatic transmission

A model fit to COVID day in Hong Kong estimated the length of the pre-symptomatic transmission period to be 3.49 days, although with a wide posterior (Yuan et al) (Posterior distribution 0.48-5.80). Source (https://doi.org/10.1101/2020.05.03.20089482)

In terms of clinical data, a study of a retirement home in the state of Washington found evidence of pre-symptomatic transmission.

Source:

Kimball A, Hatfield KM, Arons M, et al. Asymptomatic and Presymptomatic SARS-CoV-2 Infections in Residents of a Long-Term Care Skilled Nursing Facility — King County, Washington, March 2020. MMWR Morb Mortal Wkly Rep 2020;69:377–381. DOI: http://dx.doi.org/10.15585/mmwr.mm6913e1

Patients were sampled twice. Of 13 patients who were asymptomatic during the first testing, 10 became symptomatic within 1 week. Asymptomatic patients had low C_t values, suggesting potential for transmission even though they were asymptomatic.

A second study from Singapore looking at travelers from China found indications of asymptomatic transmission.

Source: Wei WE, Li Z, Chiew CJ, Yong SE, Toh MP, Lee VJ. Presymptomatic Transmission of SARS-CoV-2 — Singapore, January 23–March 16, 2020. MMWR Morb Mortal Wkly Rep 2020;69:411–415. DOI: http://dx.doi.org/10.15585/mmwr.mm6914e1

Last study (cluster in Zhoushan)-evidence of asymptomatic transmission, not necessarily pre-symptomatic.

Source: Tong Z, Tang A, Li K, Li P, Wang H, Yi J, et al. Potential Presymptomatic Transmission of SARS-CoV-2, Zhejiang Province, China, 2020. Emerg Infect Dis. 2020;26(5):1052-1054. https://dx.doi.org/10.3201/eid2605.200198

Our model’s treatment of the pre-symptomatic period

The pre-symptomatic transmission chain \(I_{P}\) has 1 compartments (\(U=1\)). The average duration that they spend in those compartments will be around 0.92 days in line with Nishiura et al https://www-sciencedirect-com.proxy.uchicago.edu/science/article/pii/S1201971220301193 . The time spent across the \(I_P\) compartment will be exponentially disrtributed with mean \(0.92\) days. Thus, in terms of the total incubation period of 5 compartments, 4 will be represented as Exposed compartments and 1 as an Infected Presymptomatic Compartment.

low_025 = qgamma(p = 0.025, shape = 3, rate= 12/13)
upper_975 = qgamma(p = 0.975, shape = 3, rate= 12/13)
low_025
## [1] 0.6702281
upper_975
## [1] 7.826745
nishiura_median_serial_interval = 3.9
dist_comp = data.frame(lauer_gamma_dist = rgamma(n = 1000, shape = 5.807,
                          scale = 0.948))
p = ggplot(data = dist_comp,
           aes(x = lauer_gamma_dist)) +
  geom_density()
p

backer_gamma_mean = 6.5
backer_gamma_sd = 2.6

backer_gamma_shape =backer_gamma_mean^2/backer_gamma_sd^2
backer_gamma_rate = backer_gamma_shape/backer_gamma_mean

dist_comp$backer_gamma_dist = rgamma(n = 1000, shape = backer_gamma_shape,
                                     rate = backer_gamma_rate)

dist_comp_melt = melt(dist_comp)
## No id variables; using all as measure variables
p = ggplot(data = dist_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() + geom_vline(xintercept = median(dist_comp$backer_gamma_dist), color = 'blue', show.legend = TRUE, name = "backer_median") + geom_vline(xintercept = median(dist_comp$lauer_gamma_dist), color = 'red', show.legend = TRUE, name = "lauer_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

lauer_approx_comp = dist_comp %>%
  dplyr::select(lauer_gamma_dist)


lauer_approx_comp$total_time_in_E_and_I_P_chain = rgamma(n = 1000, shape = 6,
                                     rate = 1.09)

lauer_approx_comp_melt = melt(lauer_approx_comp)
## No id variables; using all as measure variables
p = ggplot(data = lauer_approx_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(lauer_approx_comp$total_time_in_E_and_I_P_chain), color = 'blue', show.legend = TRUE, name = "total_time_in_E_and_I_P_median") + geom_vline(xintercept = median(lauer_approx_comp$lauer_gamma_dist), color = 'red', show.legend = TRUE, name = "lauer_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

model_chain_comp_df = lauer_approx_comp %>%
  dplyr::select(total_time_in_E_and_I_P_chain)
model_chain_comp_df$total_time_in_E_chain = rgamma(n = 1000, shape = 5,
                                     rate = 1.09)

model_comp_melt = melt(model_chain_comp_df)
## No id variables; using all as measure variables
p = ggplot(data = model_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(model_chain_comp_df$total_time_in_E_and_I_P_chain), color = 'red', show.legend = TRUE, name = "total_time_in_E_and_I_P_median") + geom_vline(xintercept = median(model_chain_comp_df$total_time_in_E_chain), color = 'blue', show.legend = TRUE, name = "time_in_E_chain") + geom_vline(xintercept = nishiura_median_serial_interval, color = 'darkgreen', show.legend = TRUE, name = "nishiura_median_serial_interval")
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

median(dist_comp$lauer_gamma_dist)
## [1] 5.3556
median(dist_comp$backer_gamma_dist)
## [1] 6.147902
gamma_vs_exp_comp = model_chain_comp_df %>%
  dplyr::select(total_time_in_E_chain)

gamma_vs_exp_comp$exp_approx = rexp(n = 1000,rate = 1/(5*(1/1.09)))
gamma_vs_exp_comp_melt = melt(gamma_vs_exp_comp)
## No id variables; using all as measure variables
p = ggplot(data = gamma_vs_exp_comp_melt,
           aes(x = value, color = variable)) +
  geom_density() +
  geom_vline(xintercept = median(gamma_vs_exp_comp$exp_approx), color = 'blue', show.legend = TRUE, name = "total_time_in_E_median") + geom_vline(xintercept = median(gamma_vs_exp_comp$total_time_in_E_chain), color = 'red', show.legend = TRUE, name = "E_approx_median") 
## Warning: Ignoring unknown parameters: name

## Warning: Ignoring unknown parameters: name
p

Capacity Calculations

We have the line \[\begin{equation} L_{\text{int}} = \text{nearbyint}(L) \end{equation}\] The variable \(L_{\text{int}}\) is used later in the code instead of \(L\). This line of code is where we will decide which covariate to feed in as the testing capacity.

Note that we advance the testing capacity by 2 days from the observed value, since the testing capacity on day \(t\) will correspond to the number of tests conducted on day \(t+2\).

\[\begin{equation} L_{\text{int}} = \text{nearbyint}(L_{\text{total_pos_advnaced_2_days}}) \end{equation}\]

Queue 1

Initial states

\[\begin{equation} \text{neg_samples}_{Q1}(t) = 0 \end{equation}\]

Add new cases to Q1

\[\begin{equation} Q_{1_1}(t) = Q_{1_1}(t) + C_{Q1}(t) \end{equation}\]

Add new cases to Q_NC

\[\begin{equation} Q_{NC_1}(t) = Q_{NC_1}(t) + C_{QNC}(t) \end{equation}\]

Determine number of samples that will be tested from the backlog of Queue 1

First, deal with backlog Calculate total backlog for Q1 and QNC \[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_always_test} = \\text{Backlog_Queue_1}(t), \text{Backlog_Queue_{\text{NC}}}(t) \end{equation}\]

If Backlog is greater than testing capacity (i.e. \(\text{total_samples_for_PCR_Testing_backlog_always_test} > L_{\text{int}}(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \sim hypergeom(\text{Backlog_Queue_1}(t), \text{Backlog_Queue_{\text{NC}}}(t), L_{\text{int}}(t)) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{QNC}} = L_{\text{int}}(t)) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_1}(t) = \text{Backlog_Queue_1}(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q1}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = \text{Backlog_Queue_NC}(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{QNC}} \end{equation}\]

\[\begin{equation} L_1(t) = 0 \end{equation}\]

Else (if the testing capcity is greater than the backlog):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} = \text{Backlog_Queue_1}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} = \text{Backlog_Queue_NC}(t) \end{equation}\]

\[\begin{equation} L_1(t) = L_{\text{int}}(t) - \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} - \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_1}(t) = 0 \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = 0 \end{equation}\]

Simulate PCR for backlogged cases in Q1

\[\begin{equation} Y_{Q1_{\text{backlog}}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}}, \text{PCR_sens}) \end{equation}\]

\[\begin{equation} Y_{QNC_{\text{backlog}}}(t) = \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{neg_samples_Q1}_{Q1}(t) = \text{neg_samples}_{Q1}(t) + \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}} - Y_{Q1}(t) \end{equation}\]

Update PCR testing compartments for Q1 backlog

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{Q1}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{Q1}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{\text{QNC}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{QNC}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{Q1}} = \text{total_samples_for_PCR_Testing_backlog}_{\text{Q1}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{\text{QNC}} = \text{total_samples_for_PCR_Testing_backlog}_{\text{QNC}} \end{equation}\]

Determine number of samples that will be tested from each sampling cohort of Queue 1

Loop through each cohort in Queue 1 \(Q_{1_v}\) (and Queue NC \(Q_{NC_v}\)) starting with the oldest (\(Q_{1_V}\)/\(Q_{NC_V}\)) and ending with the most recent \(Q_{1_1}\)/\(Q_{NC_1}\).

If L_1 is smaller than cohort (i.e. $ L_1(t) < (Q_{1_v}(t) + Q_{NC_v}(t))$ :

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \sim hypergeom(Q_{1_v}(t), Q_{NC_v}(t), L_1(t)) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) = L_1(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} Q_{1_m}(t) = Q_{1_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} Q_{NC_m}(t) = Q_{NC_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} L_1(t) = 0 \end{equation}\]

Else

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) = Q_{1_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) = Q_{NC_v}(t) \end{equation}\]

\[\begin{equation} Q_{1_v}(t) = 0 \end{equation}\]

\[\begin{equation} Q_{NC_v}(t) = 0 \end{equation}\]

\[\begin{equation} L_1(t) = L_1(t) - \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) - \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

Simulate PCR Testing on each sampling cohort in Q1

Loop over all cohorts \(v\) from \(1:V\)

\[\begin{equation} Y_{Q1_{v}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t), \text{PCR_sens}) \end{equation}\]

\[\begin{equation} Y_{QNC_{v}}(t) = (\text{total_samples_for_PCR_Testing_lag_2}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} \text{neg_samples_Q1}_{Q1}(t) = \text{neg_samples_Q1}_{Q1}(t) + \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t) - Y_{Q1_{v}}(t) \end{equation}\]

Update lags for total samples for PCR testing for Q1

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q1}_v}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{QNC}_v}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{QNC}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q1}_v}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{QNC}_v}(t) = \text{total_samples_for_PCR_Testing}_{\text{QNC}_v}(t) \end{equation}\]

Update positive case matrix (\(P_{\text{Q1}}\))

For all daily sampling cohorts \(v\) within the last 14 days:

\[\begin{equation} P_{\text{Q1}_v}(t) = P_{\text{Q1}_v}(t) + Y_{Q1_{v}}(t) \end{equation}\]

Re-testing (Add lagged positive samples from Queue 1 into Queue 2)

The state variable \(\text{First_re_test}_{\text{Q1}}(t)\) are samples that were first re-sampled during the previous day. They now need to be re-sampled a second time.

\[\begin{equation} \text{Second_re_test}_{\text{Q1}}(t) = \text{First_re_test}_{\text{Q1}}(t) \end{equation}\]

\[\begin{equation} C_{Q2}(t) = \text{Second_re_test}_{\text{Q1}}(t) \end{equation}\]

Let \(V\) be the oldest cohort stored (\(V = 13\)). This cohort will have their first re-sampling conducted.

\[\begin{equation} \text{First_re_test}_{\text{Q1}}(t) = P_{\text{Q1}_V}(t) \end{equation}\]

\[\begin{equation} C_{Q2}(t) = C_{Q2}(t) + \text{First_re_test}_{\text{Q1}}(t) \end{equation}\]

Increment Q1 Sampling Cohorts

For \(v\) in \(2:V\):

\[\begin{equation} P_{\text{Q1}_{\text{old}_{v}}} = P_{\text{Q1}_v}(t) \end{equation}\]

\[\begin{equation} P_{\text{Q1}_v}(t) = P_{\text{Q1}_{\text{old}_{v-1}}} \end{equation}\]

For the case when \(v=1\):

\[\begin{equation} P_{\text{Q1}_1}(t) = 0 \end{equation}\]

For integer \(v\) in \(1:V\):

\[\begin{equation} Q_{1_{\text{old}_v}} = Q_{1_v}(t) \end{equation}\]

\[\begin{equation} Q_{NC_{\text{old}_v}} = Q_{NC_v}(t) \end{equation}\]

For the case where \(v = V\)

\[\begin{equation} \text{Backlog_Queue_1}(t) = \text{Backlog_Queue_1}(t) + Q_{1_{\text{old}_V}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_NC}(t) = \text{Backlog_Queue_NC}(t) + Q_{NC_{\text{old}_V}} \end{equation}\]

For integer \(v\) in \(v >1\) and \(v <= V\):

\[\begin{equation} Q_{1_v}(t) = Q_{1_{\text{old}_{v-1}}} \end{equation}\]

\[\begin{equation} Q_{NC_v}(t) = Q_{NC_{\text{old}_{v-1}}} \end{equation}\]

For the case when \(v=1\):

\[\begin{equation} Q_{1_1}(t) = 0 \end{equation}\]

\[\begin{equation} Q_{NC_1}(t) = 0 \end{equation}\]

Queue 2

Add new cases to queue

\[\begin{equation} Q_{2}(t) = Q_{2}(t) + C_{Q2}(t) \end{equation}\]

Determine number of samples that will be tested from Queue 2

Recall that \(L_2\) is the testing capacity available at the end of Queue 2.

\[\begin{equation} L_2(t) = L_1(t) \end{equation}\]

If \(Q_{2}(t) > L_2(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) = L_2(t) \end{equation}\]

\[\begin{equation} Q_{2}(t) = Q_{2}(t) - L_2(t) \end{equation}\]

\[\begin{equation} L_2(t) = 0 \end{equation}\]

Else:

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) = Q_{2}(t) \end{equation}\]

\[\begin{equation} Q_{2}(t) = 0 \end{equation}\]

\[\begin{equation} L_2(t) = L_2(t) - Q_{2}(t) \end{equation}\]

Recall that we do not keep track of the results of the PCR testing in Queue 2, as it will not impact the count of reported cases. We are also not worried about lags here.

Queue 3

Initial states

\[\begin{equation} \text{neg_samples}_{Q3}(t) = 0 \end{equation}\]

\[\begin{equation} L_3(t) = L_2(t) \end{equation}\]

Take into account loss rate due to recovery

Here in Queue 3 (unlike in Queue 1) we do take into account the probability that an individual has already recovered before their samples can be tested. Biologically, of course, we assume that individuals are only sampled once testing capacity permits. We ignore the lag between sampling time and testing capacity in determining that threshold point.

For eaach cohort \(k\):

\[\begin{equation} \text{Q_3_loss}_k = \sim \text{Binomial}(Q_{3_k}(t), 1 - e^{-\mu_3*dt}) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = Q_{3_k}(t) - \text{Q_3_loss}_k \end{equation}\]

Add new cases to Q3

\[\begin{equation} Q_{3_1}(t) = Q_{3_1}(t) + C_{Q3}(t) \end{equation}\]

Determine number of samples that will be tested from the backlog of Queue 3

First, deal with backlog

If Backlog is greater than testing capacity:

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} = L_3(t) \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_3}(t) = \text{Backlog_Queue_3}(t) - L_3(t) \end{equation}\]

\[\begin{equation} L_3(t) = 0 \end{equation}\]

Else (if the testing capcity is greater than the backlog):

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} = \text{Backlog_Queue_3}(t) \end{equation}\]

\[\begin{equation} L_3(t) = L_3(t) - \text{total_samples_for_PCR_Testing_backlog}_{text{Q5}} \end{equation}\]

\[\begin{equation} \text{Backlog_Queue_3}(t) = 0 \end{equation}\]

Simulate PCR for backlogged cases in Q3

\[\begin{equation} Y_{Q3_{\text{backlog}}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}}, \text{PCR_sens}) \end{equation}\]

\[\begin{equation} \text{neg_samples}_{Q3}(t) = \text{neg_samples}_{Q3}(t) + \text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}} - Y_{Q3}(t) \end{equation}\]

Update PCR testing compartments for Q3 backlog

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_2}_{text{Q3}} = \text{total_samples_for_PCR_Testing_backlog_lag_1}_{text{Q3}} \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_backlog_lag_1}_{text{Q3}} = \text{total_samples_for_PCR_Testing_backlog}_{text{Q3}} \end{equation}\]

Determine number of samples that will be tested from each sampling cohort of Queue 3

Loop through each cohort in Queue 3 \(Q_{3_k}\) starting with the oldest (\(Q_{3_K}\)) and ending with the most recent \(Q_{3_1}\).

If L_3 is smaller than cohort (i.e. $ L_3(t) < Q_{3_k}(t)$ :

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) = L_3(t) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = Q_{3_k}(t) - L_3(t) \end{equation}\]

\[\begin{equation} L_3(t) = 0 \end{equation}\]

Else

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) = Q_{3_k}(t) \end{equation}\]

\[\begin{equation} Q_{3_k}(t) = 0 \end{equation}\]

\[\begin{equation} L_3(t) = L_3(t) - \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) \end{equation}\]

Simulate PCR Testing on each sampling cohort in Q3

Loop over all cohorts \(k\) from \(1:K\)

\[\begin{equation} Y_{Q3_{k}}(t) = \sim Binomial(\text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t), \text{PCR_sens}) \end{equation}\]

\[\begin{equation} \text{neg_samples}_{Q3}(t) = \text{neg_samples}_{Q3}(t) + \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t) - Y_{Q3_{k}}(t) \end{equation}\]

Update lags for total samples for PCR testing for Q3

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_2}_{\text{Q3}_k}(t) = \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q3}_k}(t) \end{equation}\]

\[\begin{equation} \text{total_samples_for_PCR_Testing_lag_1}_{\text{Q3}_k}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q3}_k}(t) \end{equation}\]

Update positive case matrix (\(P_{\text{Q3}}\))

For all daily sampling cohorts \(k\) within the last 14 days:

\[\begin{equation} P_{\text{Q3}_k}(t) = P_{\text{Q3}_k}(t) + Y_{Q3_{k}}(t) \end{equation}\]

Re-testing (Add lagged positive samples from Queue 3 into Queue 4)

The state variable \(\text{First_re_test}_{\text{Q3}}(t)\) are samples that we first re-sampled during the previous day. They now need to be re-sampled a second time.

\[\begin{equation} \text{Second_re_test}_{\text{Q3}}(t) = \text{First_re_test}_{\text{Q3}}(t) \end{equation}\]

\[\begin{equation} C_{Q4}(t) = \text{Second_re_test}_{\text{Q3}}(t) \end{equation}\]

Let \(K\) be the oldest cohort stored (\(K = 14\)). This cohort will have their first re-sampling conducted.

\[\begin{equation} \text{First_re_test}_{\text{Q3}}(t) = P_{\text{Q3}_K}(t) \end{equation}\]

\[\begin{equation} C_{Q4}(t) = C_{Q4}(t) + \text{First_re_test}_{\text{Q3}}(t) \end{equation}\]

Increment Q3 Sampling Cohorts

For \(k\) in \(2:K\):

\[\begin{equation} P_{\text{Q3}_{\text{old}_{k}}} = P_{\text{Q3}_k}(t) \end{equation}\]

\[\begin{equation} P_{\text{Q3}_k}(t) = P_{\text{Q3}_{\text{old}_{k-1}}} \end{equation}\]

For the case when \(k=1\):

\[\begin{equation} P_{\text{Q3}_1}(t) = 0 \end{equation}\]

For integer \(k\) in \(1:K\):

\[\begin{equation} Q_{3_{\text{old}_k}} = Q_{3_k}(t) \end{equation}\]

For the case where \(k = K\)

\[\begin{equation} \text{Backlog_Queue_3}(t) = \text{Backlog_Queue_3}(t) + Q_{3_{\text{old}_K}} \end{equation}\]

For integer \(k\) in \(k >1\) and \(k <= K\):

\[\begin{equation} Q_{3_k}(t) = Q_{3_{\text{old}_{k-1}}} \end{equation}\]

For the case when \(k=1\):

\[\begin{equation} Q_{3_1}(t) = 0 \end{equation}\]

Queue 4

Add new cases to queue

\[\begin{equation} Q_{4}(t) = Q_{4}(t) + C_{Q4}(t) \end{equation}\]

Determine number of samples that will be tested from Queue 4

Recall that \(L_4\) is the testing capacity available at the end of Queue 4.

\[\begin{equation} L_4(t) = L_3(t) \end{equation}\]

If \(Q_{4}(t) > L_4(t)\):

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) = L_4(t) \end{equation}\]

\[\begin{equation} Q_{4}(t) = Q_{4}(t) - L_4(t) \end{equation}\]

\[\begin{equation} L_4(t) = 0 \end{equation}\]

Else:

\[\begin{equation} \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) = Q_{4}(t) \end{equation}\]

\[\begin{equation} Q_{4}(t) = 0 \end{equation}\]

\[\begin{equation} L_4(t) = L_4(t) - \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) \end{equation}\]

Recall that we do not keep track of the results of the PCR testing in Queue 4, as it will not impact the count of reported cases. We are also not worried about lags here, and we assume that all samples that enter Queue 4 are eventually tested (no addition loss rates).

Total neg tests (all queues)

\[\begin{equation} \text{total_neg_samples_all_queues}(t) = \text{total_samples_for_PCR_Testing}_{\text{Q4}}(t) + \text{total_samples_for_PCR_Testing}_{\text{Q2}}(t) + \text{neg_samples_Q1}_{Q1}(t) + \text{neg_samples_Q3}_{Q3}(t) + Y_{QNC_{\text{backlog}}}(t) + \sum_{v=1}^V Y_{QNC_{v}}(t) \end{equation}\]

Build Model

POMP Csnippet

Process model

#Process model Csnippet with queue incorporated
rproc <- Csnippet("
                  //Declare Arrays
                  double rate_I_P[2], trans_I_P[2]; //Declare arrays for eulermultinom transitions from Exposed Compartment
                  double rate_I_S_1[2], trans_I_S_1[2]; //Declare arrays for eulermultinom transitions from symptomatic infection Compartment
                  
                  double multinom_output[8], multinom_prob[8]; //Declare arrays for multinom in Q5
                  
                  int M = (int) M_0; //Number of exposed compartments
                  int V = (int) V_0; //Number of days spent in hospital (number of cohorts in Queues 1 and NC)
                  int K = (int) K_0; //Number of days spent in quarantine (number of cohorts in Queue 3)
                  
                  int m; //Exposed compartment number
                  int v; //Queue 1/ Queue NC cohort number
                  int k; //Queue 3 cohort number
                  
                  double dE_m_E_m_1[M-1]; //Declare array for binomial transitions between Exposed Compartments
                  
                  double P_Q1_old[V]; //Declare array to store old value of P_Q1 during capacity calculations. 
                  double P_Q3_old[K]; //Declare array to store old value of P_Q3 during capacity calculations.
                  
                  double QNC_old[V]; //Declare array to store old value of QNC during capacity calculations. 
                  double Q1_old[V]; //Declare array to store old value of Q1 during capacity calculations. 
                  double Q3_old[K]; //Declare array to store old value of Q3 during capacity calculations.
                  
                  //Declare E pointer array
                  double *e=&E_1;
                  
                  //Declare Queue 1 pointer arrays
                  double *q_1=&Q_1_1;
                  double *p_q1=&P_Q1_1;
                  double *total_samples_for_PCR_Testing_q1=&total_samples_for_PCR_Testing_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_1_q1=&total_samples_for_PCR_Testing_lag_1_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_2_q1=&total_samples_for_PCR_Testing_lag_2_Q1_1;
                  double *y_q1=&Y_Q1_1;
                  
                  //Declare Queue NC pointer arrays
                  double *q_nc=&Q_NC_1;
                  double *total_samples_for_PCR_Testing_qnc=&total_samples_for_PCR_Testing_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_1_qnc=&total_samples_for_PCR_Testing_lag_1_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_2_qnc=&total_samples_for_PCR_Testing_lag_2_QNC_1;
                  double *y_qnc=&Y_QNC_1;
                  
                  //Declare Queue 3 pointer arrays
                  double *q_3=&Q_3_1;
                  double *p_q3=&P_Q3_1;
                  double *total_samples_for_PCR_Testing_q3=&total_samples_for_PCR_Testing_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_1_q3=&total_samples_for_PCR_Testing_lag_1_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_2_q3=&total_samples_for_PCR_Testing_lag_2_Q3_1;
                  double *y_q3=&Y_Q3_1;

                   //Error checks- Top of model

                  if(R_A < 0 || R_F < 0 || R_H < 0 || I_A < 0 || I_P < 0 || I_H < 0 || I_S_1 < 0 || I_S_2 < 0 || S < 0 || N < 0 || Backlog_Queue_1 < 0 || Q_2 < 0 ||Backlog_Queue_3 < 0 || Q_4 < 0 |Backlog_Queue_NC < 0|| First_re_test_Q1 < 0 || Second_re_test_Q1 < 0 || First_re_test_Q3 < 0 || Second_re_test_Q3 < 0 || total_samples_for_PCR_Testing_backlog_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q1 < 0 || total_samples_for_PCR_Testing_backlog_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q3 < 0 ||total_samples_for_PCR_Testing_backlog_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_1_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_2_QNC < 0 || neg_samples_Q1 < 0 || neg_samples_Q3 < 0 || total_neg_samples_all_queues < 0 ||  L_advanced_2_days < 0 || G_w_y < 0 ||  L_int < 0 || F_w_y < 0 ||  L_1 < 0 ||  w < 0 ||  L_2 < 0 ||  L_3 < 0 ||  L_4 < 0 || y < 0){
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);

                      

                  }
                  
                  double sum_everything = R_A + R_F + R_H + I_P + I_A + I_H + I_S_1 + I_S_2 + S + N;
                  sum_everything = sum_everything + Backlog_Queue_1 + Backlog_Queue_3 + Backlog_Queue_NC + Q_2  + Q_4;
                  sum_everything = sum_everything + First_re_test_Q1 + First_re_test_Q3 +Second_re_test_Q1 + Second_re_test_Q3;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_Q1 + total_samples_for_PCR_Testing_backlog_Q3 + total_samples_for_PCR_Testing_backlog_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_1_Q1 + total_samples_for_PCR_Testing_backlog_lag_1_Q3 + total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_2_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                  sum_everything = sum_everything + neg_samples_Q1 + neg_samples_Q3 + total_neg_samples_all_queues;
                  sum_everything = sum_everything + L_advanced_2_days + G_w_y + F_w_y + L_int + L_1 + L_2 + L_3 + L_4 + w + y;
                  if(isnan(sum_everything)){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);

                  }
                  
                  //Check Exposed Compartments
                  for(m=0; m<M; m++) {
                    if(isnan(e[m])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(e[m] < 0) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_1 and Q_NC arrays
                  for(v=0; v<V; v++) {
                    if(isnan(q_1[v]) || isnan(q_nc[v]) || isnan(p_q1[v]) || isnan(total_samples_for_PCR_Testing_q1[v]) || isnan(total_samples_for_PCR_Testing_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_1_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_1_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_2_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_2_qnc[v])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(q_1[v] < 0 || q_nc[v] < 0 || p_q1[v] < 0 || total_samples_for_PCR_Testing_q1[v] < 0 || total_samples_for_PCR_Testing_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_1_q1[v] < 0 || total_samples_for_PCR_Testing_lag_1_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_2_q1[v] < 0 || total_samples_for_PCR_Testing_lag_2_qnc[v] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_3 Arrays
                  for(k=0; k<K; k++) {
                    if(isnan(q_3[k]) || isnan(p_q3[k]) || isnan(total_samples_for_PCR_Testing_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_1_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_2_q3[k]) || isnan(q_3[k])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at top of process model t = %lg \\n\", t);
                  
                    }
                    if(q_3[k] < 0 || p_q3[k] < 0 || total_samples_for_PCR_Testing_q3[k] < 0 || total_samples_for_PCR_Testing_lag_1_q3[k] < 0 || total_samples_for_PCR_Testing_lag_2_q3[k] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at top of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  int print_out_top = (Error_Printing_Complete == FALSE) & (Neg_State_Value_Detected == TRUE || NAN_State_Value_Detected == TRUE);
                  if(print_out_top){
                      Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                      Rprintf(\"I_S_2 = %lg \\n\", I_S_2);
                      Rprintf(\"I_H = %lg \\n\", I_H);
                      Rprintf(\"I_P = %lg \\n\", I_P);
                      Rprintf(\"I_A = %lg \\n\", I_A);

                      Rprintf(\"Backlog_Queue_1 = %lg \\n\", Backlog_Queue_1);
                      Rprintf(\"Backlog_Queue_3 = %lg \\n\", Backlog_Queue_3);
                      Rprintf(\"Backlog_Queue_NC = %lg \\n\", Backlog_Queue_NC);
                      
                      Rprintf(\"First_re_test_Q1 = %lg \\n\", First_re_test_Q1);
                      Rprintf(\"First_re_test_Q3 = %lg \\n\", First_re_test_Q3);
                      Rprintf(\"Second_re_test_Q1 = %lg \\n\", Second_re_test_Q1);
                      Rprintf(\"Second_re_test_Q3 = %lg \\n\", Second_re_test_Q3);
                      
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q1);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q3);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_QNC);
                      
                      Rprintf(\"neg_samples_Q1 = %lg \\n\", neg_samples_Q1);
                      Rprintf(\"neg_samples_Q3 = %lg \\n\", neg_samples_Q3);
                      Rprintf(\"total_neg_samples_all_queues = %lg \\n\", total_neg_samples_all_queues);
                      
                      Rprintf(\"Q_2 = %lg \\n\", Q_2);
                      Rprintf(\"Q_4 = %lg \\n\", Q_4);
                      
                      Rprintf(\"F_w_y = %lg \\n\", F_w_y);
                      Rprintf(\"w = %lg \\n\", w);
                      Rprintf(\"y = %lg \\n\", y);
                      
                      Rprintf(\"E_1 = %lg \\n\", E_1);
                      Rprintf(\"E_2 = %lg \\n\", E_2);
                      Rprintf(\"E_3 = %lg \\n\", E_3);
                      Rprintf(\"E_4 = %lg \\n\", E_4);
                      Rprintf(\"E_5 = %lg \\n\", E_5);

                      Rprintf(\"R_H = %lg \\n\", R_H);

                      Rprintf(\"R_A = %lg \\n\", R_A);
                      Rprintf(\"R_F = %lg \\n\", R_F);

                      Rprintf(\"N = %lg \\n\", N);
                      Rprintf(\"S = %lg \\n\", S);
                      
                      Rprintf(\"L_advanced_2_days = %lg \\n\", L_advanced_2_days);
                      Rprintf(\"G_w_y = %lg \\n\", G_w_y);
                      Rprintf(\"L_int = %lg \\n\", L_int);
                      Rprintf(\"L_1 = %lg \\n\", L_1);
                      Rprintf(\"L_2 = %lg \\n\", L_2);
                      Rprintf(\"L_3 = %lg \\n\", L_3);
                      Rprintf(\"L_4 = %lg \\n\", L_4);
                      
                      Rprintf(\"Print out params  p_S = %lg \\n\", p_S);
                      Rprintf(\"p_H_cond_S = %lg \\n\", p_H_cond_S);
                      Rprintf(\"phi_E = %lg \\n\", phi_E);
                      Rprintf(\"phi_U = %lg \\n\", phi_U);
                      Rprintf(\"phi_S = %lg \\n\", phi_S);
                      Rprintf(\"h_V = %lg \\n\", h_V);
                      Rprintf(\"gamma = %lg \\n\", gamma);
                      Rprintf(\"R_0 = %lg \\n\", R_0);
                      Rprintf(\"b_q = %lg \\n\", b_q);
                      Rprintf(\"b_a = %lg \\n\", b_a);
                      Rprintf(\"b_p = %lg \\n\", b_p);
                      Rprintf(\"z_0 = %lg \\n\", z_0);
                      Rprintf(\"E_0 = %lg \\n\", E_0);
                      Rprintf(\"N_0 = %lg \\n\", N_0);
                      Rprintf(\"C_0 = %lg \\n\", C_0);
                      Rprintf(\"G_w_y_scaling = %lg \\n\", G_w_y_scaling);
                      
                      Rprintf(\"quarantine_start_time = %lg \\n\", quarantine_start_time);
                      Rprintf(\"PCR_sens = %lg \\n\", PCR_sens);
                      Rprintf(\"sigma_M = %lg \\n\", sigma_M);
                      
                      Rprintf(\"beta_w_3 = %lg \\n\", beta_w_3);
                      Rprintf(\"beta_w_2 = %lg \\n\", beta_w_2);
                      Rprintf(\"beta_w_1 = %lg \\n\", beta_w_1);
                      Rprintf(\"beta_w_0 = %lg \\n\", beta_w_0);
                      Rprintf(\"g_0 = %lg \\n\", g_0);
                      Rprintf(\"g_F = %lg \\n\", g_F);
                      Rprintf(\"sigma_epsilon = %lg \\n\", sigma_epsilon);
                      
                      //Print out exposed compartments
                      for(m=0; m<M; m++) {
                        Rprintf(\"m = %d \\n\", m);
                        Rprintf(\"e[m] = %lg \\n\", e[m]);
                      }
                      
                      //Print out Q_1 and Q_NC compartments
                      for(v=0; v<V; v++) {
                        Rprintf(\"v = %d \\n\", v);
                        Rprintf(\"q_1[v] = %lg \\n\", q_1[v]);
                        Rprintf(\"q_nc[v] = %lg \\n\", q_nc[v]);
                        Rprintf(\"p_q1[v] = %lg \\n\", p_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_qnc[v]);
                      }
                      
                      //Print out Q_3 compartments
                      for(k=0; k<K; k++) {
                        Rprintf(\"k = %d \\n\", k);
                        Rprintf(\"q_3[k] = %lg \\n\", q_3[k]);
                        Rprintf(\"p_q3[k] = %lg \\n\", p_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q3[k]);
                      }
                      

                      Error_Printing_Complete = TRUE;
                  }
                  
                  
                   //Main Process Model Code Block
                   //Initialize transition array (make it NAN so it will trigger warnings if 
                   //used when unchanged)
                   for(m=0; m<M-1; m++) {
                        dE_m_E_m_1[m] = NAN;
                      }
                   
                   double total_time_infected = (1/gamma) + (1/phi_S);
                   double gamma_total = 1/total_time_infected;
                   double Beta_0 = R_0*(gamma_total);
                   double Beta_1 = b_q*Beta_0;
                   beta_t = Beta_0;
                   
                   if(t > quarantine_start_time){
                      beta_t = Beta_1;
                   }else{
                    if(t > social_distancing_start_time){
                      double m_q = (Beta_1 - Beta_0)/(quarantine_start_time - social_distancing_start_time);
                      beta_t = Beta_0 + m_q*(t-social_distancing_start_time);
                    }
                   }
                   
                   //Calculate transmssion rates in pre-symptomatic classes
                   double beta_p = b_p*beta_t;
                   
                   //Calculate transmssion rates in asymptomatic classes
                   double beta_a = b_a*beta_t;
                   
                   //Rates for Euler Multinom leaving Infected Pre-symptomatic class
                   double mu_I_P_I_A = (1-p_S)*phi_U;        //Moving from I_P to I_A
                   double mu_I_P_I_S_1 = p_S*phi_U;    //Moving from I_P to I_S_1 
                   
                   rate_I_P[0] = mu_I_P_I_A;
                   rate_I_P[1] = mu_I_P_I_S_1;
                   
                   //Rates for Euler Multinom leaving Infected Symptomatic class
                   double mu_I_S_1_I_H = p_H_cond_S*phi_S;            //Moving from I_S_1 to I_H
                   double mu_I_S_1_I_S_2 = (1-p_H_cond_S)*phi_S;        //Moving from I_S_1 to I_S_2
                   
                   rate_I_S_1[0] = mu_I_S_1_I_H;
                   rate_I_S_1[1] = mu_I_S_1_I_S_2;
                   
                   //Calculate force of infection
                   double lambda_FOI = (beta_t*(I_S_1 + I_S_2) + beta_a*(I_A) + beta_p*(I_P))/N;
                   double mu_S_E_1 = lambda_FOI;
                   
                   //Calculate rate of moving bewteen exposed compartments
                   double mu_E_m_E_m_1 = phi_E;
                   
                   //Calculate rate of moving from Infected Asymptomatic class to 
                   // Recovered Asymptomatic class
                   double mu_I_A_R_A = phi_S;
                   
                   
                   //Calculate rate of moving from last Exposed compartment to 
                   //Infected Pre-sympatomatic class
                   double mu_E_M_I_P = phi_E;

                   //Calculate rate of moving from Infected Flu-like class to Recovered Flu-Like Class
                   double mu_I_S_2_R_F = gamma;
                   
                   //Calculate rate of moving from Infected Hospitalized class to Recovered Hospitalized Class
                   double mu_I_H_R_H = h_V;
                   
                   //Binomial transitions (out of S, I_S_2, E_M, I_A, and I_H, and within E)
                   double dSE_1 = rbinom(S, 1 - exp(-mu_S_E_1*dt));
                   
                   double dI_A_R_A = rbinom(I_A, 1 - exp(-mu_I_A_R_A*dt));
                   
                   double dE_M_I_P = rbinom(e[M-1], 1 - exp(-mu_E_M_I_P*dt));
                   
                   double dI_S_2_R_F = rbinom(I_S_2, 1 - exp(-mu_I_S_2_R_F*dt));
                   double dI_H_R_H = rbinom(I_H, 1 - exp(-mu_I_H_R_H*dt));
                   
                   //Exposed class binomial transitions (start from second compartment)
                   for(m = 0; m < M-1; m++){
                    dE_m_E_m_1[m] = rbinom(e[m], 1 - exp(-mu_E_m_E_m_1*dt));
                   }
                   
                   //Euler multinomial transitions
                   
                   //Infected Pre-symptomatic compartment
                   reulermultinom(2,I_P, &rate_I_P[0], dt, &trans_I_P[0]);
                   
                   //Infected Symptomatic comparment
                   reulermultinom(2,I_S_1, &rate_I_S_1[0], dt, &trans_I_S_1[0]);
                   
                   //Get compartment transitions from Euler multinom output
                   
                   //Infected Pre-symptomatic Compartment
                   double dI_P_I_A = trans_I_P[0];
                   double dI_P_I_S_1 = trans_I_P[1];
                   
                   //Infected Symptomatic Compartment
                   double dI_S_1_I_H = trans_I_S_1[0];
                   double dI_S_1_I_S_2 = trans_I_S_1[1];
                   
                   //Update state variables using transition increments
                   
                   //Susceptible Compartment
                   S += -dSE_1;
                   
                   //Exposed Compartments
                   //First compartment
                   e[0] += dSE_1 - dE_m_E_m_1[0];
                   
                   //Inner compartments (start from second compartment,
                   // end with second to last comparment)
                   for(m = 1; m < M-1; m++){
                    e[m] += dE_m_E_m_1[m-1] - dE_m_E_m_1[m];
                   }
                   
                   //Outermost exposed compartment
                   e[M-1] += dE_m_E_m_1[M-2]  - dE_M_I_P;
                   
                   
                   
                   //Infected Compartments
                   
                   //Pre-Symptomatic Infected Compartment
                   I_P += dE_M_I_P- dI_P_I_A - dI_P_I_S_1;
                   
                   I_S_1 += dI_P_I_S_1 - dI_S_1_I_H - dI_S_1_I_S_2;
                   
                   //Hospitalized Compartment
                   I_H += dI_S_1_I_H - dI_H_R_H;
                   
                   //Flu-Like Infections Compartment
                   I_S_2 += dI_S_1_I_S_2 - dI_S_2_R_F;
                   
                   //Recovered Compartments
                   I_A += dI_P_I_A - dI_A_R_A;
                   R_A += dI_A_R_A;
                   R_F += dI_S_2_R_F;
                   R_H += dI_H_R_H;
                   
                   //Total Population (does not change)
                   N += 0;
                   
                   //Reported Cases
                   C_Q1 += dI_S_1_I_H;  //Entering Queue 1
                   C_Q3 += dI_S_1_I_S_2;  //Entering Queue 2
                   
                   //Read in testing info
                   L_int = nearbyint(L_advanced_2_days);
                   
                   double epsilon = rnorm(0,sigma_epsilon);
                   
                   //Calculate estimated non-COVID respiratory infections
                   G_w_y = g_0 + g_F*F_w_y + beta_w_3*(w*w*w) + beta_w_2*(w*w) + beta_w_1*w + beta_w_0 + epsilon;
                   if(t > quarantine_start_time){
                    G_w_y = G_w_y_scaling*G_w_y;
                   }else{
                    G_w_y = G_w_y_scaling*G_w_y;
                   }
                   
                   
                   C_QNC = nearbyint(G_w_y);
                   
                   //Queue 1
                   
                   //Initial states
                   neg_samples_Q1 = 0;
                   
                   //Add new cases to Q1
                   q_1[0] = q_1[0] + C_Q1;
                   
                   //Add new cases to QNC
                   q_nc[0] = q_nc[0] + C_QNC;
                   
                   //Determine number of samples that will tested from the backlog
                   // of Queue 1
                   double total_samples_for_PCR_Testing_backlog_always_test = Backlog_Queue_1 + Backlog_Queue_NC;
                   
                   //If backlog is greater than testing capacity
                   if(total_samples_for_PCR_Testing_backlog_always_test > L_int){
                      total_samples_for_PCR_Testing_backlog_Q1 = rhyper(Backlog_Queue_1, Backlog_Queue_NC, L_int);
                      total_samples_for_PCR_Testing_backlog_QNC = L_int - total_samples_for_PCR_Testing_backlog_Q1;
                      Backlog_Queue_1 = Backlog_Queue_1 - total_samples_for_PCR_Testing_backlog_Q1;
                      Backlog_Queue_NC = Backlog_Queue_NC - total_samples_for_PCR_Testing_backlog_QNC;
                      L_1 = 0;
                      
                    //Else (if the testing capacity is greater than the backlog)
                   }else{
                      total_samples_for_PCR_Testing_backlog_Q1 = Backlog_Queue_1;
                      total_samples_for_PCR_Testing_backlog_QNC = Backlog_Queue_NC;
                      
                      L_1 = L_int - total_samples_for_PCR_Testing_backlog_Q1 - total_samples_for_PCR_Testing_backlog_QNC;
                      
                      Backlog_Queue_1 = 0;
                      Backlog_Queue_NC = 0;
                   }
                   
                   //Simulate PCR for backlogged cases in Q1
                   Y_Q1_backlog = rbinom(total_samples_for_PCR_Testing_backlog_lag_2_Q1, PCR_sens);
                   Y_QNC_backlog = total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                   neg_samples_Q1 = neg_samples_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q1 - Y_Q1_backlog;
                   
                   //Update PCR testing compartments for Q1 backlog
                   total_samples_for_PCR_Testing_backlog_lag_2_Q1 = total_samples_for_PCR_Testing_backlog_lag_1_Q1;
                   total_samples_for_PCR_Testing_backlog_lag_2_QNC = total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                   total_samples_for_PCR_Testing_backlog_lag_1_Q1 = total_samples_for_PCR_Testing_backlog_Q1;
                   total_samples_for_PCR_Testing_backlog_lag_1_QNC = total_samples_for_PCR_Testing_backlog_QNC;
                   
                   //Determine number of samples that will be tested from each sampling cohort of Queue 1
                   
                   //Loop through each cohort in Queue 1 q_1[v] (and Queue NC q_nc[v]) 
                   // starting with the oldest (q_1[V-1]/q_nc[V-1])
                   // and ending with the most recent q_1[0]/q_nc[1].
                   for(v=V-1; v>=0; v--) {
                   
                      //If L_1 is smaller than cohort
                      if(L_1 < (q_1[v] + q_nc[v])){
                        total_samples_for_PCR_Testing_q1[v] = rhyper(q_1[v], q_nc[v], L_1);
                        total_samples_for_PCR_Testing_qnc[v] = L_1 - total_samples_for_PCR_Testing_q1[v];
                        q_1[v] = q_1[v] - total_samples_for_PCR_Testing_q1[v];
                        q_nc[v] = q_nc[v] - total_samples_for_PCR_Testing_qnc[v];
                        L_1 = 0;
                       
                       //Else there is enough capacity to test cohort v
                       // in Q1/QNC 
                      }else{
                        total_samples_for_PCR_Testing_q1[v] = q_1[v];
                        total_samples_for_PCR_Testing_qnc[v] = q_nc[v];
                        q_1[v] = 0;
                        q_nc[v] = 0;
                        L_1 = L_1 - total_samples_for_PCR_Testing_q1[v] - total_samples_for_PCR_Testing_qnc[v];
                      }
                   }
                   
                   
                   //Simulate PCR Testing on each sampling cohort in Q1
                   //Loop over all cohorts v from 1:V
                   for(v=0; v<V; v++) {
                    y_q1[v] = rbinom(total_samples_for_PCR_Testing_lag_2_q1[v], PCR_sens);
                    y_qnc[v] = total_samples_for_PCR_Testing_lag_2_qnc[v];
                    neg_samples_Q1 = neg_samples_Q1 + total_samples_for_PCR_Testing_lag_2_q1[v] - y_q1[v];
                   }
                   
                   //Update lags for total samples for PCR testing for Q1
                   //Loop over all cohorts v from 1:V
                   for(v=0; v<V; v++) {
                      total_samples_for_PCR_Testing_lag_2_q1[v] = total_samples_for_PCR_Testing_lag_1_q1[v];
                      total_samples_for_PCR_Testing_lag_2_qnc[v] = total_samples_for_PCR_Testing_lag_1_qnc[v];
                      total_samples_for_PCR_Testing_lag_1_q1[v] = total_samples_for_PCR_Testing_q1[v];
                      total_samples_for_PCR_Testing_lag_1_qnc[v] = total_samples_for_PCR_Testing_qnc[v]; 
                   }
                   
                   //Update positive case matrix (p_Q1)
                   //For all daily sampling cohorts v within the last 14 days:
                   for(v=0; v<V; v++) {
                    p_q1[v] = p_q1[v] + y_q1[v];
                   }
                   
                   //Re-testing (Add lagged positive samples from Queue 1 into Queue 2)
                   //The state variable First_re_test_Q1 are samples that were 
                   // first re-sampled during the previous day. 
                   // They now need to be re-sampled a second time.
                   Second_re_test_Q1 = First_re_test_Q1;
                   C_Q2 = Second_re_test_Q1;
                   
                   //Let V-1 be the oldest cohort stored (V=13). 
                   // This cohort will have their first re-sampling conducted.
                   First_re_test_Q1 = p_q1[V-1];
                   C_Q2 = C_Q2 + First_re_test_Q1;
                   
                   //Increment P_Q1 Sampling Cohorts
                   P_Q1_old[0] = p_q1[0]; //Store first cohort 
                   //For v in 2:V: (or in C notation v in 1:V-1):
                   for(v=1; v<V; v++) {
                    P_Q1_old[v] = p_q1[v];
                    p_q1[v] = P_Q1_old[v-1];
                   }
                   
                   //For the newest cohort where v = 1 (or 0 in C notation):
                   p_q1[0] = 0; //(Making space for next cohort arrival)
                   
                   //Note that the oldest cohort (p_q1_old[V-1]) is never used
                   //since p_q1[V-1] has already been transferred to First_re_test_Q1
                   
                   //Create placeholder arrays to store
                   // current queues
                   for(v=0; v<V; v++) {
                    Q1_old[v] = q_1[v];
                    QNC_old[v] = q_nc[v];
                   }
                   
                   //Add oldest cohort to backlog 
                   // v=V (or V-1 in C notation)
                   Backlog_Queue_1 = Backlog_Queue_1 + Q1_old[V-1];
                   Backlog_Queue_NC = Backlog_Queue_NC + QNC_old[V-1];
                   
                   //Update Q1 Sampling cohorts by 1
                   //For integer v in v>1 and v<=V 
                   // (or in C notation v = 1 to v <V):
                   for(v=1; v<V; v++) {
                    q_1[v] = Q1_old[v-1];
                    q_nc[v] = QNC_old[v-1];
                   }
                   
                   //Make space for newest cohort when v=1 
                   // (in C notation v = 0) :
                   q_1[0] = 0;
                   q_nc[0] = 0;
                   
                   //Queue 2
                   
                   //Add new cases to queue
                   Q_2 = Q_2+C_Q2;
                   
                   //Determine number of samples that will be tested from Queue 2
                   //Recall that L2 is the testing capacity available at the end of Queue 2.
                   L_2 = L_1;
                   
                   //If there is not enough testing capacity to test all of Queue 2
                   if (Q_2 > L_2){
                     total_samples_for_PCR_Testing_Q2 = L_2;
                     Q_2 = Q_2 - L_2;
                     L_2 = 0;
                    //Else if there is enough capcity to test all of Queue 2
                   }else{
                      total_samples_for_PCR_Testing_Q2 = Q_2;
                      Q_2 = 0;
                      L_2 = L_2 - total_samples_for_PCR_Testing_Q2;
                   }
                   
                   //Recall that we do not keep track of the results of the PCR testing in Queue 2, 
                   //as it will not impact the count of reported cases. 
                   //We are also not worried about lags here.
                   
                   //Queue 3
                   
                   //Initial states
                   neg_samples_Q3 = 0;
                   L_3 = L_2;
                   
                   //Take into account loss rate due to recovery
                   //NOT IMPLEMENTED YET
                   double mu_2 = gamma;
                   double single_cohort_loss = 0;
                   for(k=0; k<K; k++) {
                    single_cohort_loss = rbinom(q_3[k], 1 - exp(-mu_2*dt));
                    q_3[k] = q_3[k] - single_cohort_loss;
                   }
                   
                   double backlog_loss = rbinom(Backlog_Queue_3, 1 - exp(-mu_2*dt));
                   Backlog_Queue_3 = Backlog_Queue_3 - backlog_loss;
                   
                   //Simulate loss in Q3 backlog
                   
                   //Add new cases to Q3
                   q_3[0] = q_3[0] + C_Q3; 
                   
                   //Determine number of samples that will be tested from the backlog of Queue 3
                   //If Backlog is greater than testing capacity:
                   if(Backlog_Queue_3 > L_3){
                    total_samples_for_PCR_Testing_backlog_Q3 = L_3;
                    Backlog_Queue_3 = Backlog_Queue_3 - L_3;
                    L_3 = 0;
                    
                    //There is enough capcity to test the whole Q_3 backlog
                   }else{
                    total_samples_for_PCR_Testing_backlog_Q3 = Backlog_Queue_3;
                    L_3 = L_3 - total_samples_for_PCR_Testing_backlog_Q3;
                    Backlog_Queue_3 = 0;
                   }
                   
                   //Simulate PCR for backlogged cases in Q3
                   Y_Q3_backlog = rbinom(total_samples_for_PCR_Testing_backlog_lag_2_Q3, PCR_sens);
                   neg_samples_Q3 = neg_samples_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 - Y_Q3_backlog;
                   
                   //Update PCR testing compartments for Q3 backlog
                   total_samples_for_PCR_Testing_backlog_lag_2_Q3 = total_samples_for_PCR_Testing_backlog_lag_1_Q3;
                   total_samples_for_PCR_Testing_backlog_lag_1_Q3 = total_samples_for_PCR_Testing_backlog_Q3;
                   
                   //Determine number of samples that will be tested from each sampling cohort of Queue 3
                   //Loop through each cohort in Queue 3 (Q3_k) starting with the oldest (Q3_K) 
                   // and ending with the most recent (Q3_1).
                   for(k=K-1; k>=0; k--) {
                    //If L_3 is smaller than cohort (i.e.  L_3 < Q_{3_k} :
                    if(q_3[k] > L_3){
                      total_samples_for_PCR_Testing_q3[k] = L_3;
                      q_3[k] = q_3[k] - L_3;
                      L_3 = 0;
                      
                      //There is enough capacity to test cohort $k$
                    }else{
                      total_samples_for_PCR_Testing_q3[k] = q_3[k];
                      q_3[k] = 0;
                      L_3 = L_3 - total_samples_for_PCR_Testing_q3[k];
                    }
                   }
                   
                   //Simulate PCR Testing on each sampling cohort in Q3
                   //Loop over all cohorts k from 1:K
                   for(k=0; k<K; k++) {
                    y_q3[k] = rbinom(total_samples_for_PCR_Testing_lag_2_q3[k], PCR_sens);
                    neg_samples_Q3 = neg_samples_Q3 + total_samples_for_PCR_Testing_lag_2_q3[k] - y_q3[k];
                   }
                   
                   //Update lags for total samples for PCR testing for Q3
                   for(k=0; k<K; k++) {
                    total_samples_for_PCR_Testing_lag_2_q3[k] = total_samples_for_PCR_Testing_lag_1_q3[k];
                    total_samples_for_PCR_Testing_lag_1_q3[k] = total_samples_for_PCR_Testing_q3[k];
                   }
                   
                   //Update positive case matrix (P_Q3)
                   //For all daily sampling cohorts k within the last 14 days:
                   for(k=0; k<K; k++) {
                    p_q3[k] = p_q3[k] + y_q3[k];
                   }
                   
                   //Re-testing (Add lagged positive samples from Queue 3 into Queue 4)
                   //The state variable First_re_test_Q3 are samples that we first re-sampled
                   // during the previous day. They now need to be re-sampled a second time.
                   Second_re_test_Q3 = First_re_test_Q3;
                   C_Q4 = Second_re_test_Q3;
                   
                   //Let K be the oldest cohort stored (K=14).
                   //This cohort will have their first re-sampling conducted.
                   // We use K-1 for C notation.
                   First_re_test_Q3 = p_q3[K-1];
                   C_Q4 = C_Q4 + First_re_test_Q3;
                     
                   //Increment P_Q3 Sampling Cohorts
                   P_Q3_old[0] = p_q3[0]; //Store first cohort 
                   //For k in 2:K: (or in C notation k in 1:K-1):
                   for(k=1; k<K; k++) {
                    P_Q3_old[k] = p_q3[k];
                    p_q3[k] = P_Q3_old[k-1];
                   }
                   
                   //For the newest cohort where k = 1 (or k=0 in C notation):
                   p_q3[0] = 0; //(Making space for next cohort arrival)
                   
                   //Note that the oldest cohort (p_q3_old[K-1]) is never used
                   //since p_q3[K-1] has already been transferred to First_re_test_Q3
                   
                   //Create placeholder array to store
                   // current Q3
                   for(k=0; k<K; k++) {
                    Q3_old[k] = q_3[k];
                   }
                   
                   //Add oldest cohort to backlog 
                   // k=K (or K-1 in C notation)
                   Backlog_Queue_3 = Backlog_Queue_3 + Q3_old[K-1];
                   
                   //Update Q3 Sampling cohorts by 1
                   //For integer k in k>1 and k<=K 
                   // (or in C notation k = 1 to k < K):
                   for(k=1; k<K; k++) {
                    q_3[k] = Q3_old[k-1];
                   }
                   
                   //Make space for newest cohort when k=1 
                   // (in C notation k = 0) :
                   q_3[0] = 0;
                   
                   //Queue 4
                   //Add new cases to queue
                   Q_4 = Q_4 + C_Q4;
                   
                   //Determine number of samples that will be tested from Queue 4
                   //Recall that L_4 is the testing capacity available at the end of Queue 4.
                   L_4 = L_3;
                   
                   //If there is insufficent capacity (Queue 4 is bigger than L_4)
                   if(Q_4>L_4){
                    total_samples_for_PCR_Testing_Q4 = L_4;
                    Q_4 = Q_4 - L_4;
                    L_4 = 0;
                    
                    //There is enough capacity(Q_4 < L_4)
                   }else{
                    total_samples_for_PCR_Testing_Q4 = Q_4;
                    Q_4 = 0;
                    L_4 = L_4 - total_samples_for_PCR_Testing_Q4;
                   }
                   
                   //Recall that we do not keep track of the results of the PCR testing in Queue 4,
                   //as it will not impact the count of reported cases. 
                   //We are also not worried about lags here,
                   //and we assume that all samples that enter Queue 4
                   //are eventually tested (no additional loss rates).
                   
                   //Queue 5:Asymptomatic Testing
                   
                   
                   total_sample_size = S + E_1 + E_2 + E_3 + E_4 + E_5 + I_P + I_S_1 + R_A + R_F + R_H;
                   multinom_prob[0] = PCR_sens*E_1/total_sample_size;
                   multinom_prob[1] = PCR_sens*E_2/total_sample_size;
                   multinom_prob[2] = PCR_sens*E_3/total_sample_size;
                   multinom_prob[3] = PCR_sens*E_4/total_sample_size;
                   multinom_prob[4] = PCR_sens*E_5/total_sample_size;
                   multinom_prob[5] = PCR_sens*I_P/total_sample_size;
                   multinom_prob[6] = PCR_sens*I_S_1/total_sample_size;
                   double total_Q5_prob = multinom_prob[0] +  multinom_prob[1] +  multinom_prob[2];
                   total_Q5_prob = total_Q5_prob +  multinom_prob[3] +  multinom_prob[4] +  multinom_prob[5];
                   total_Q5_prob = total_Q5_prob +  multinom_prob[6] ;
                   multinom_prob[7] = 1 -  total_Q5_prob;
                   //rmultinom(1,L_4,  &multinom_prob, &multinom_output);
                   rmultinom(L_4, &multinom_prob[0], 8,  &multinom_output[0]);
                   double E_1_infected = 0;
                   double E_2_infected = 0;
                   double E_3_infected = 0;
                   double E_4_infected = 0;
                   double E_5_infected = 0;
                   double I_P_infected = 0;
                   double I_S_1_infected = 0;
                   neg_samples_Q5 = 0;
                   
                   //Update population comparmtents 
                   E_1 = E_1 - E_1_infected;
                   E_2 = E_2 - E_2_infected;
                   E_3 = E_3 - E_3_infected;
                   E_4 = E_4 - E_4_infected;
                   E_5 = E_5 - E_5_infected;
                   I_P = I_P - I_P_infected;
                   I_S_1 = I_S_1 - I_S_1_infected;
                   
                   Y_Q5 = E_1_infected + E_2_infected + E_3_infected + E_4_infected + E_5_infected +I_P_infected + I_S_1_infected;
                   
                   A_T = A_T + Y_Q5;

                   //Calculate total cases to report
                   total_neg_samples_all_queues = 0;
                   for(v=0; v<V; v++) {
                    Y_sum = Y_sum + y_q1[v];
                    total_neg_samples_all_queues = total_neg_samples_all_queues +  y_qnc[v];
                  
                   }
                   for(k=0; k<K; k++) {
                    Y_sum = Y_sum + y_q3[k];

                   }
                   
                   Y_sum = Y_sum + Y_Q1_backlog + Y_Q3_backlog;
                   total_neg_samples_all_queues = total_neg_samples_all_queues +neg_samples_Q1;
                   total_neg_samples_all_queues = total_neg_samples_all_queues +neg_samples_Q3;
                   
                   //double positive_plus_negative_tests = Y_sum + total_neg_samples_all_queues;
                   
                   
                   
                   //Prop_Positive_Tests_Track = Y_sum/positive_plus_negative_tests;
                   //Toy Reporting (Queues not yet implemented)
                   //Y_Q1 = C_Q1;
                   //Y_Q3 = C_Q3;
                   //Y_sum = C_Q1 + C_Q3;
                   if(L_orig >0){
                      Prop_Positive_Tests_Track = Y_sum/L_orig;
                   }else{
                      Prop_Positive_Tests_Track = 0; //Assign 0 if no testing yet
                   }
                      

                  
                   
                   //Error checks- Bottom of model

                  if(R_A < 0 || R_F < 0 || R_H < 0 || I_A < 0 || I_P < 0 ||  I_H < 0 || I_S_1 < 0 || I_S_2 < 0 || S < 0 || N < 0 || Backlog_Queue_1 < 0 || Q_2 < 0 ||Backlog_Queue_3 < 0 || Q_4 < 0 |Backlog_Queue_NC < 0|| First_re_test_Q1 < 0 || Second_re_test_Q1 < 0 || First_re_test_Q3 < 0 || Second_re_test_Q3 < 0 || total_samples_for_PCR_Testing_backlog_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q1 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q1 < 0 || total_samples_for_PCR_Testing_backlog_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_1_Q3 < 0 || total_samples_for_PCR_Testing_backlog_lag_2_Q3 < 0 ||total_samples_for_PCR_Testing_backlog_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_1_QNC < 0 || total_samples_for_PCR_Testing_backlog_lag_2_QNC < 0 || neg_samples_Q1 < 0 || neg_samples_Q3 < 0 || total_neg_samples_all_queues < 0 ||  L_advanced_2_days < 0 || G_w_y < 0 ||  L_int < 0 || F_w_y < 0 ||  L_1 < 0 ||  w < 0 ||  L_2 < 0 ||  L_3 < 0 ||  L_4 < 0 || y < 0){
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);

                      

                  }
                  
                  sum_everything = R_A + R_F + R_H + I_A + I_P + I_H + I_S_1 + I_S_2 + S + N;
                  sum_everything = sum_everything + Backlog_Queue_1 + Backlog_Queue_3 + Backlog_Queue_NC + Q_2  + Q_4;
                  sum_everything = sum_everything + First_re_test_Q1 + First_re_test_Q3 +Second_re_test_Q1 + Second_re_test_Q3;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_Q1 + total_samples_for_PCR_Testing_backlog_Q3 + total_samples_for_PCR_Testing_backlog_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_1_Q1 + total_samples_for_PCR_Testing_backlog_lag_1_Q3 + total_samples_for_PCR_Testing_backlog_lag_1_QNC;
                  sum_everything = sum_everything + total_samples_for_PCR_Testing_backlog_lag_2_Q1 + total_samples_for_PCR_Testing_backlog_lag_2_Q3 + total_samples_for_PCR_Testing_backlog_lag_2_QNC;
                  sum_everything = sum_everything + neg_samples_Q1 + neg_samples_Q3 + total_neg_samples_all_queues;
                  sum_everything = sum_everything + L_advanced_2_days + G_w_y + F_w_y + L_int + L_1 + L_2 + L_3 + L_4 + w + y;
                  if(isnan(sum_everything)){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);

                  }
                  
                  //Check Exposed Compartments
                  for(m=0; m<M; m++) {
                    if(isnan(e[m])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(e[m] < 0) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_1 and Q_NC arrays
                  for(v=0; v<V; v++) {
                    if(isnan(q_1[v]) || isnan(q_nc[v]) || isnan(p_q1[v]) || isnan(total_samples_for_PCR_Testing_q1[v]) || isnan(total_samples_for_PCR_Testing_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_1_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_1_qnc[v]) || isnan(total_samples_for_PCR_Testing_lag_2_q1[v]) || isnan(total_samples_for_PCR_Testing_lag_2_qnc[v])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(q_1[v] < 0 || q_nc[v] < 0 || p_q1[v] < 0 || total_samples_for_PCR_Testing_q1[v] < 0 || total_samples_for_PCR_Testing_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_1_q1[v] < 0 || total_samples_for_PCR_Testing_lag_1_qnc[v] < 0 || total_samples_for_PCR_Testing_lag_2_q1[v] < 0 || total_samples_for_PCR_Testing_lag_2_qnc[v] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  //Check Q_3 Arrays
                  for(k=0; k<K; k++) {
                    if(isnan(q_3[k]) || isnan(p_q3[k]) || isnan(total_samples_for_PCR_Testing_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_1_q3[k]) || isnan(total_samples_for_PCR_Testing_lag_2_q3[k]) || isnan(q_3[k])){
                      NAN_State_Value_Detected = TRUE;
                      Rprintf(\"nan state variable detected at bottom of process model t = %lg \\n\", t);
                  
                    }
                    if(q_3[k] < 0 || p_q3[k] < 0 || total_samples_for_PCR_Testing_q3[k] < 0 || total_samples_for_PCR_Testing_lag_1_q3[k] < 0 || total_samples_for_PCR_Testing_lag_2_q3[k] < 0 ) {
                      Neg_State_Value_Detected = TRUE;
                      Rprintf(\"Negative state variable detected at bottom of process model   t = %lg \\n\", t);
                    }
                  }
                  
                  int print_out_bottom = (Error_Printing_Complete == FALSE) & (Neg_State_Value_Detected == TRUE || NAN_State_Value_Detected == TRUE);
                  if(print_out_bottom){
                      Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                      Rprintf(\"I_S_2 = %lg \\n\", I_S_2);
                      Rprintf(\"I_H = %lg \\n\", I_H);
                      Rprintf(\"I_A = %lg \\n\", I_A);
                      Rprintf(\"I_P = %lg \\n\", I_P);

                      Rprintf(\"Backlog_Queue_1 = %lg \\n\", Backlog_Queue_1);
                      Rprintf(\"Backlog_Queue_3 = %lg \\n\", Backlog_Queue_3);
                      Rprintf(\"Backlog_Queue_NC = %lg \\n\", Backlog_Queue_NC);
                      
                      Rprintf(\"First_re_test_Q1 = %lg \\n\", First_re_test_Q1);
                      Rprintf(\"First_re_test_Q3 = %lg \\n\", First_re_test_Q3);
                      Rprintf(\"Second_re_test_Q1 = %lg \\n\", Second_re_test_Q1);
                      Rprintf(\"Second_re_test_Q3 = %lg \\n\", Second_re_test_Q3);
                      
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q1);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q1 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q1);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_Q3);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_Q3 = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_Q3);
                      
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_1_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_1_QNC);
                      Rprintf(\"total_samples_for_PCR_Testing_backlog_lag_2_QNC = %lg \\n\", total_samples_for_PCR_Testing_backlog_lag_2_QNC);
                      
                      Rprintf(\"neg_samples_Q1 = %lg \\n\", neg_samples_Q1);
                      Rprintf(\"neg_samples_Q3 = %lg \\n\", neg_samples_Q3);
                      Rprintf(\"total_neg_samples_all_queues = %lg \\n\", total_neg_samples_all_queues);
                      
                      Rprintf(\"Q_2 = %lg \\n\", Q_2);
                      Rprintf(\"Q_4 = %lg \\n\", Q_4);
                      
                      Rprintf(\"F_w_y = %lg \\n\", F_w_y);
                      Rprintf(\"w = %lg \\n\", w);
                      Rprintf(\"y = %lg \\n\", y);
                      
                      Rprintf(\"E_1 = %lg \\n\", E_1);
                      Rprintf(\"E_2 = %lg \\n\", E_2);
                      Rprintf(\"E_3 = %lg \\n\", E_3);
                      Rprintf(\"E_4 = %lg \\n\", E_4);
                      Rprintf(\"E_5 = %lg \\n\", E_5);
                      Rprintf(\"I_P = %lg \\n\", I_P);
                      
                      Rprintf(\"dE_m_E_m_1[M-2] = %lg \\n\", dE_m_E_m_1[M-2]);
                      Rprintf(\"lambda_FOI = %lg \\n\", lambda_FOI);
                      Rprintf(\"E_1_infected = %lg \\n\", E_1_infected);
                      Rprintf(\"dSE_1 = %lg \\n\", dSE_1);
                      Rprintf(\"dE_m_E_m_1[0] = %lg \\n\", dE_m_E_m_1[0]);
                      Rprintf(\"beta_t = %lg \\n\", beta_t);
                      Rprintf(\"beta_a = %lg \\n\", beta_a);
                      Rprintf(\"dE_m_E_m_1[0] = %lg \\n\", dE_m_E_m_1[0]);
                      Rprintf(\"dE_m_E_m_1[1] = %lg \\n\", dE_m_E_m_1[1]);
                      Rprintf(\"dE_m_E_m_1[2] = %lg \\n\", dE_m_E_m_1[2]);
                      
                      Rprintf(\"dI_P_I_A = %lg \\n\", dI_P_I_A);
                      Rprintf(\"dI_P_I_S_1 = %lg \\n\", dI_P_I_S_1);
                      Rprintf(\"dE_M_I_P = %lg \\n\", dE_M_I_P);
                      
                      

                      Rprintf(\"R_H = %lg \\n\", R_H);

                      Rprintf(\"R_A = %lg \\n\", R_A);
                      Rprintf(\"R_F = %lg \\n\", R_F);

                      Rprintf(\"N = %lg \\n\", N);
                      Rprintf(\"S = %lg \\n\", S);
                      
                      Rprintf(\"L_advanced_2_days = %lg \\n\", L_advanced_2_days);
                      Rprintf(\"G_w_y = %lg \\n\", G_w_y);
                      Rprintf(\"L_int = %lg \\n\", L_int);
                      Rprintf(\"L_1 = %lg \\n\", L_1);
                      Rprintf(\"L_2 = %lg \\n\", L_2);
                      Rprintf(\"L_3 = %lg \\n\", L_3);
                      Rprintf(\"L_4 = %lg \\n\", L_4);
                      
                      Rprintf(\"Print out params  p_S = %lg \\n\", p_S);
                      Rprintf(\"p_H_cond_S = %lg \\n\", p_H_cond_S);
                      Rprintf(\"phi_E = %lg \\n\", phi_E);
                      Rprintf(\"phi_U = %lg \\n\", phi_U);
                      Rprintf(\"phi_S = %lg \\n\", phi_S);
                      Rprintf(\"h_V = %lg \\n\", h_V);
                      Rprintf(\"gamma = %lg \\n\", gamma);
                      Rprintf(\"R_0 = %lg \\n\", R_0);
                      Rprintf(\"b_q = %lg \\n\", b_q);
                      Rprintf(\"b_a = %lg \\n\", b_a);
                      Rprintf(\"b_p = %lg \\n\", b_p);
                      Rprintf(\"z_0 = %lg \\n\", z_0);
                      Rprintf(\"E_0 = %lg \\n\", E_0);
                      Rprintf(\"N_0 = %lg \\n\", N_0);
                      Rprintf(\"C_0 = %lg \\n\", C_0);
                      Rprintf(\"G_w_y_scaling = %lg \\n\", G_w_y_scaling);
                      
                      Rprintf(\"quarantine_start_time = %lg \\n\", quarantine_start_time);
                      Rprintf(\"PCR_sens = %lg \\n\", PCR_sens);
                      Rprintf(\"sigma_M = %lg \\n\", sigma_M);
                      
                      Rprintf(\"beta_w_3 = %lg \\n\", beta_w_3);
                      Rprintf(\"beta_w_2 = %lg \\n\", beta_w_2);
                      Rprintf(\"beta_w_1 = %lg \\n\", beta_w_1);
                      Rprintf(\"beta_w_0 = %lg \\n\", beta_w_0);
                      Rprintf(\"g_0 = %lg \\n\", g_0);
                      Rprintf(\"g_F = %lg \\n\", g_F);
                      Rprintf(\"sigma_epsilon = %lg \\n\", sigma_epsilon);
                      
                      //Print out exposed compartments
                      for(m=0; m<M; m++) {
                        Rprintf(\"m = %d \\n\", m);
                        Rprintf(\"e[m] = %lg \\n\", e[m]);
                      }
                      
                      //Print out Q_1 and Q_NC compartments
                      for(v=0; v<V; v++) {
                        Rprintf(\"v = %d \\n\", v);
                        Rprintf(\"q_1[v] = %lg \\n\", q_1[v]);
                        Rprintf(\"q_nc[v] = %lg \\n\", q_nc[v]);
                        Rprintf(\"p_q1[v] = %lg \\n\", p_q1[v]);
                        Rprintf(\"y_q1[v] = %lg \\n\", y_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_qnc[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q1[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q1[v]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_qnc[v] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_qnc[v]);
                      }
                      
                      //Print out Q_3 compartments
                      for(k=0; k<K; k++) {
                        Rprintf(\"k = %d \\n\", k);
                        Rprintf(\"q_3[k] = %lg \\n\", q_3[k]);
                        Rprintf(\"p_q3[k] = %lg \\n\", p_q3[k]);
                        Rprintf(\"y_q3[k] = %lg \\n\", y_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_1_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_1_q3[k]);
                        Rprintf(\"total_samples_for_PCR_Testing_lag_2_q3[k] = %lg \\n\", total_samples_for_PCR_Testing_lag_2_q3[k]);
                      }
                      

                      Error_Printing_Complete = TRUE;
                  }
                  
                   
                   ")

Initialization Csnippet

init <- Csnippet("
                  //Rprintf(\"At top of init N_0 = %lg \\n\", N_0);
                  //Rprintf(\"At top of init E_0 = %lg \\n\", E_0);
                  
                  int M = (int) M_0; //Number of exposed compartments
                  int V = (int) V_0; //Number of days spent in hospital (number of cohorts in Queues 1 and NC)
                  int K = (int) K_0; //Number of days spent in quarantine (number of cohorts in Queue 3)
                  
                  int m; //Exposed compartment number
                  int v; //Queue 1/ Queue NC cohort number
                  int k; //Queue 3 cohort number
                  
                  //Declare E pointer array
                  double *e=&E_1;
                  
                  //Declare Queue 1 pointer arrays
                  double *q_1=&Q_1_1;
                  double *p_q1=&P_Q1_1;
                  double *total_samples_for_PCR_Testing_q1=&total_samples_for_PCR_Testing_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_1_q1=&total_samples_for_PCR_Testing_lag_1_Q1_1;
                  double *total_samples_for_PCR_Testing_lag_2_q1=&total_samples_for_PCR_Testing_lag_2_Q1_1;
                  double *y_q1=&Y_Q1_1;
                  
                  //Declare Queue NC pointer arrays
                  double *q_nc=&Q_NC_1;
                  double *total_samples_for_PCR_Testing_qnc=&total_samples_for_PCR_Testing_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_1_qnc=&total_samples_for_PCR_Testing_lag_1_QNC_1;
                  double *total_samples_for_PCR_Testing_lag_2_qnc=&total_samples_for_PCR_Testing_lag_2_QNC_1;
                  double *y_qnc=&Y_QNC_1;
                  
                  //Declare Queue 3 pointer arrays
                  double *q_3=&Q_3_1;
                  double *p_q3=&P_Q3_1;
                  double *total_samples_for_PCR_Testing_q3=&total_samples_for_PCR_Testing_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_1_q3=&total_samples_for_PCR_Testing_lag_1_Q3_1;
                  double *total_samples_for_PCR_Testing_lag_2_q3=&total_samples_for_PCR_Testing_lag_2_Q3_1;
                  double *y_q3=&Y_Q3_1;

                  double E_init_total = 0;
                  double I_init_total = 0;
                  
                  if(z_0 > N_0){
                      I_init_total = nearbyint(N_0);
                      E_init_total = 0;
                      S = 0;
                  }else{
                      if(E_0 > N_0){
                          E_init_total = nearbyint(N_0);
                          I_init_total = 0;
                          S = 0;
                      }else{
                        E_init_total = nearbyint(E_0);
                        int extra_cap = nearbyint(N_0) - nearbyint(E_0);
                        if(extra_cap < nearbyint(z_0)){
                          I_init_total = nearbyint(extra_cap);
                          S = 0;
                        }else{
                          I_init_total = nearbyint(z_0);
                          S = nearbyint(N_0) - nearbyint(z_0) - nearbyint(E_0);
                        }
                      }
                  }
                  
                  //Assign early stage infections
                  double time_pre_symp = 1/phi_U;
                  double time_symp = 1/phi_S;
                  double prop_time_pre_symp = time_pre_symp/(time_pre_symp + time_symp);
                  
                  double total_init_I_symp = nearbyint(p_S*I_init_total);
                  I_A = nearbyint((1-p_S)*I_init_total);
                  
                  I_P = nearbyint(prop_time_pre_symp*total_init_I_symp);
                  I_S_1 = nearbyint((1-prop_time_pre_symp)*total_init_I_symp);
                  
                  //Late stage infection compartments
                  I_S_2 = 0;
                  I_H = 0;

                  //Recovered Compartments
                  R_A = 0;
                  R_F = 0;
                  R_H = 0;
  
                  //Whole Population
                  N = nearbyint(N_0);
                  
                  //Asymptomatic Testing Positive Cases (in isolation)
                  A_T = 0;
                  
                  //Transmission Rate
                  double total_time_infected = (1/gamma) + (1/phi_S);
                  double gamma_total = 1/total_time_infected;
                  double Beta_0 = R_0*(gamma_total);
                  beta_t = Beta_0;
                  //Reported Cases
                  C_Q1 = nearbyint(p_H_cond_S*C_0);
                  C_Q2 = 0;
                  C_Q3 = nearbyint((1-p_H_cond_S)*C_0);
                  C_Q4 = 0;
                  
                  
                  
                  Y_sum = 0;
                  
                  //Queue
                  L_int = nearbyint(L_advanced_2_days);
                  L_1 = 0;
                  L_2 = 0;
                  L_3 = 0;
                  L_4 = 0;
                  
                  Prop_Positive_Tests_Track = 0;
                  
                  G_w_y = 0;
                  
                  Q_2 = 0;
                  Q_4 = 0;
                  
                  
                  Backlog_Queue_1 = 0;
                  Backlog_Queue_NC = 0;
                  Backlog_Queue_3 = 0;
                  
                  First_re_test_Q1 = 0;
                  First_re_test_Q3 = 0;
                  
                  Second_re_test_Q1 = 0;
                  Second_re_test_Q3 = 0;
                  
                  total_samples_for_PCR_Testing_backlog_QNC = 0;
                  total_samples_for_PCR_Testing_backlog_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_Q3 = 0;
                  
                  total_samples_for_PCR_Testing_backlog_lag_1_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_1_Q3 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_1_QNC = 0;
                  
                  total_samples_for_PCR_Testing_backlog_lag_2_Q1 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_2_Q3 = 0;
                  total_samples_for_PCR_Testing_backlog_lag_2_QNC = 0;
                  
                  total_samples_for_PCR_Testing_Q2 = 0;
                  total_samples_for_PCR_Testing_Q4 = 0;
                  
                  neg_samples_Q1 = 0;
                  neg_samples_Q3 = 0;
                  neg_samples_Q5 = 0;
                  total_neg_samples_all_queues = 0;
                  
                  Y_Q1_backlog = 0;
                  Y_QNC_backlog = 0;
                  Y_Q3_backlog = 0;
                  
                  //Initialize Q5 variables
                  infected_sample_size = 0;
                  total_sample_size = 0;
                  prob_infected_Q5 = 0;
                  total_samples_for_PCR_Testing_Q5 = 0;
                  Y_Q5 = 0;
                  
                  //Initialize Arrays
                  //Exposed compartment (including first one)
                  for(m = 0; m < M; m++){
                    e[m] = nearbyint(E_init_total/5);
                  }
                  
                  //Queue 1 and Queue NC arrays
                  for(v = 0; v < V; v++){
                    q_1[v] = 0;
                    q_nc[v] = 0;
                    p_q1[v] = 0;
                    total_samples_for_PCR_Testing_q1[v] = 0;
                    total_samples_for_PCR_Testing_qnc[v] = 0;
                    total_samples_for_PCR_Testing_lag_1_q1[v] = 0;
                    total_samples_for_PCR_Testing_lag_1_qnc[v] = 0;
                    total_samples_for_PCR_Testing_lag_2_q1[v] = 0;
                    total_samples_for_PCR_Testing_lag_2_qnc[v] = 0;
                    y_q1[v] = 0;
                    y_qnc[v] = 0;
                  }
                  
                  //Queue 3 arrays
                  for(k = 0; k < K; k++){
                    q_3[k] = 0;
                    p_q3[k] = 0;
                    total_samples_for_PCR_Testing_q3[k] = 0;
                    total_samples_for_PCR_Testing_lag_1_q3[k] = 0;
                    total_samples_for_PCR_Testing_lag_2_q3[k] = 0;
                    y_q3[k] = 0;
                  }
                  
                  //Set Flags
                  Neg_State_Value_Detected = FALSE;
                  NAN_State_Value_Detected = FALSE;
                  Error_Printing_Complete = FALSE;
                  
                  //Rprintf(\"At init N = %lg \\n\", N);
                  //Rprintf(\"At init S = %lg \\n\", S);
                  //Rprintf(\"At init E_1 = %lg \\n\", E_1);
                  //Rprintf(\"At init I_P = %lg \\n\", I_P);
                  //Rprintf(\"At init I_S_1 = %lg \\n\", I_S_1);
                  //Rprintf(\"At init C_Q1 = %lg \\n\", C_Q2);

                 ")

Parameter Transforms

par_trans = parameter_trans(log = c("R_0", "gamma", "h_V",
                                    "phi_E", "phi_U", "phi_S",
                                    "E_0", "z_0", "N_0", "C_0", "sigma_M"),
                            logit = c("PCR_sens", "p_S", "p_H_cond_S",
                                      "b_q", "b_a", "b_p", "G_w_y_scaling"))

Measurement Model

rmeas <- Csnippet("
                  double size = 1.0/sigma_M/sigma_M;
                  Y = rnbinom_mu(size,Y_sum);
                  double prop_sd = sqrt(Prop_Positive_Tests_Track*(1-Prop_Positive_Tests_Track)/L_int);
                  obs_prop_positive = rnorm(Prop_Positive_Tests_Track, prop_sd);
                  ")
dmeas <- Csnippet("
                  if(isnan(Y)){
                    lik = 0;
                  }else{
                    if(G_w_y_scaling > 0.33){
                      lik = -39;
                    }else{
                      double size = 1.0/sigma_M/sigma_M;
                      static double tol = 0.1;
                      double prop_sd = sqrt(Prop_Positive_Tests_Track*(1-Prop_Positive_Tests_Track)/L_int);
                      double lik_2 = dnorm(obs_prop_positive,Prop_Positive_Tests_Track,prop_sd,1);
                      lik = dnbinom_mu(Y,size,Y_sum+tol,1);
                    }
                    
                    
                  }
                      
                  
                  //Debugging Print Code
                  //Rprintf(\"t = %lg \\n\", t);
                  //Rprintf(\"I_S_1 = %lg \\n\", I_S_1);
                  //Rprintf(\"Lik = %lg \\n\", lik);
                  //Rprintf(\"Y = %lg \\n\", Y);
                  //Rprintf(\"Y_sum = %lg \\n\", Y_sum);
                  //Rprintf(\"tol = %lg \\n\", tol);
                  //Rprintf(\"size = %lg \\n\", size);

                  if (!give_log) lik = exp(lik);
                  ")

Simulate from reasonable parameters

Definte reasonable parameters

##Initial param guesses



phi_E = 1.09
phi_U = phi_E
phi_S = 1/5

h_V = 1/13

p_S = 0.15
p_H_cond_S = 0.30

gamma = 1/3

true_quarantine_start_time= as.Date("2020-03-23")
true_social_distancing_start_time = as.Date("2020-03-19")
converted_quarantine_start_time = true_quarantine_start_time - true_start_date
converted_quarantine_start_time
## Time difference of 22 days
quarantine_start_time = as.numeric(converted_quarantine_start_time)

converted_social_distancing_start_time = true_social_distancing_start_time - true_start_date
converted_social_distancing_start_time
## Time difference of 18 days
social_distancing_start_time = as.numeric(converted_social_distancing_start_time)


PCR_sens = 0.90


b_a = 1

R_0 = 10.25
b_q = .08

b_p = 0;

E_0 = 15200
z_0 = 15200
N_0 = 8.0e6
C_0 = 0

sigma_M = 0.25

G_w_y_scaling = 0.162
param_vec = c(M_0 = M,
              V_0 = V,
              K_0 = K,
              phi_E = phi_E,
              phi_U = phi_U,
              phi_S = phi_S,
              h_V = h_V,
              p_S = p_S,
              p_H_cond_S = p_H_cond_S,
              gamma = gamma,
              quarantine_start_time = quarantine_start_time,
              social_distancing_start_time = social_distancing_start_time,
              PCR_sens = PCR_sens,
              b_q = b_q,
              b_a = b_a,
              b_p = b_p,
              R_0 = R_0,
              E_0 = E_0,
              z_0 = z_0,
              N_0 = N_0,
              C_0 = C_0,
              sigma_M = sigma_M,
              beta_w_3 = beta_w_3,
              beta_w_2 = beta_w_2,
              beta_w_1 = beta_w_1,
              beta_w_0 = beta_w_0,
              g_0 = g_0,
              g_F = g_F,
              sigma_epsilon = sigma_epsilon,
              G_w_y_scaling = G_w_y_scaling)
param_vec
##                          M_0                          V_0 
##                 5.000000e+00                 1.300000e+01 
##                          K_0                        phi_E 
##                 1.400000e+01                 1.090000e+00 
##                        phi_U                        phi_S 
##                 1.090000e+00                 2.000000e-01 
##                          h_V                          p_S 
##                 7.692308e-02                 1.500000e-01 
##                   p_H_cond_S                        gamma 
##                 3.000000e-01                 3.333333e-01 
##        quarantine_start_time social_distancing_start_time 
##                 2.200000e+01                 1.800000e+01 
##                     PCR_sens                          b_q 
##                 9.000000e-01                 8.000000e-02 
##                          b_a                          b_p 
##                 1.000000e+00                 0.000000e+00 
##                          R_0                          E_0 
##                 1.025000e+01                 1.520000e+04 
##                          z_0                          N_0 
##                 1.520000e+04                 8.000000e+06 
##                          C_0                      sigma_M 
##                 0.000000e+00                 2.500000e-01 
##                     beta_w_3                     beta_w_2 
##                 1.215073e-02                 9.810086e-01 
##                     beta_w_1                     beta_w_0 
##                -3.723481e+01                 2.294094e+02 
##                          g_0                          g_F 
##                 1.183300e+03                 1.162005e-01 
##                sigma_epsilon                G_w_y_scaling 
##                 1.091121e+02                 1.620000e-01

Call simulate

sim_data = simulate(nsim = 100,
                    seed = 23456,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    format = "data.frame",
                    obs = FALSE)
## in 'pomp': the unrecognized argument 'obs' is available for use by the POMP basic components.
#head(sim_data)

Plot from simulated data

sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")



comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme_white_background +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  median_legend_lab +
   xlab("Days since March 1 2020")+
  ylab("Observed Daily Cases")
p

figure_name = paste0("../Figures/Local_Simulation_Tests/", model_name, "_test_sim_from_inital_params.png")
png(figure_name)
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme_white_background +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  median_legend_lab +
   xlab("Days since March 1 2020")+
  ylab("Observed Daily Cases")
p

### S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/MIF_local_test_results/N_12_Model_sim_test_params_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

###Diagnostic Plotting

  state_var_list = colnames(sim_data)
  combined_sim_var_df = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(combined_sim_var_df) = c("time", "median", "low_Q", "high_Q",
                                    "var")
  for(var_index in seq(from = 3, to = length(state_var_list))){

    single_var = state_var_list[var_index]
    #print(single_var)
    single_var_data = dplyr::select(sim_data,
                                    time,
                                    .id,
                                    target_var = single_var)

    single_var_df = single_var_data %>%
      group_by(time)%>%
      summarize(median = median(target_var),
                low_Q = quantile(target_var, 0.025),
                high_Q = quantile(target_var, 0.975)) %>%
      as.data.frame() %>%
      mutate(var = single_var)

    combined_sim_var_df = rbind(combined_sim_var_df, single_var_df)
  }

  epi_comp_list = c("S", "E_1","I_P","I_S_1", "I_S_2", "I_A", "I_H", "R_A", "R_F", "R_H", "A_T", "beta")

S_Comp_only = combined_sim_var_df %>%
  filter(var %in% epi_comp_list)
p = ggplot(data = S_Comp_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  facet_wrap(~var, scales = "free_y") +
    geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  theme(legend.position = "none")
p

  Accum_and_pop_var_list = c("C_Q1", "C_Q2","C_QNC",
                             "C_Q3","C_Q4",
                             "Y_sum", "N", "G_w_y")
  Accum_and_pop_var_only = combined_sim_var_df %>%
  filter(var %in% Accum_and_pop_var_list)
  p = ggplot(data = Accum_and_pop_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
    geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

  Queue_comp_list = c("Backlog_Queue_1",  "Backlog_Queue_NC", "Q_2","Backlog_Queue_3", "Q_4",
                      "neg_samples_Q1", "neg_samples_Q3", "total_neg_samples_all_queues", "L_int")


Queue_Comp_only = combined_sim_var_df %>%
  filter(var %in% Queue_comp_list)
p = ggplot(data = Queue_Comp_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

flag_list = c( "Neg_State_Value_Detected",
               "NAN_State_Value_Detected",
               "Error_Printing_Complete")
flag_only = combined_sim_var_df %>%
  filter(var %in% flag_list)

p = ggplot(data = flag_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

backlog_var_list = c( "Backlog_Queue_1",
               "total_samples_for_PCR_Testing_backlog_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q1",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q1",
               "Backlog_Queue_NC",
               "total_samples_for_PCR_Testing_backlog_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_1_QNC",
               "total_samples_for_PCR_Testing_backlog_lag_2_QNC",
               "Backlog_Queue_3",
               "total_samples_for_PCR_Testing_backlog_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_1_Q3",
               "total_samples_for_PCR_Testing_backlog_lag_2_Q3")
backlog_var_only = combined_sim_var_df %>%
  filter(var %in% backlog_var_list)

p = ggplot(data = backlog_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Backlog Variables Only -Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

queues_2_and_4_var_list = c("C_Q2","Q_2",
               "total_samples_for_PCR_Testing_Q2",
               "C_Q4", "Q_4",
               "total_samples_for_PCR_Testing_Q4",
               "Y_Q5", "neg_samples_Q5", "L_4")
queues_2_and_4_var_only = combined_sim_var_df %>%
  filter(var %in% queues_2_and_4_var_list)

p = ggplot(data = queues_2_and_4_var_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Queues 2 and 4 Variables Only -Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

### Hospitalization Comparison with Syndrome Surveliance

obs_resp_synd_df_raw = read.csv(
     file = "../Generated_Data/simulated_non_COVID_data.csv")
#head(obs_resp_synd_df_raw)

Array diagnostic testing

Exposed state compartments

exposed_list = sprintf("E_%d",1:M)
exposed_only = combined_sim_var_df %>%
  filter(var %in% exposed_list)

p = ggplot(data = exposed_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab("Days since March 1, 2020")+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
p

Queue 1 Testing

Queue 1 Compartments

variables_to_loop_through = c("Q_1_","P_Q1_",
                            "total_samples_for_PCR_Testing_Q1_",
                            "total_samples_for_PCR_Testing_lag_1_Q1_",
                            "total_samples_for_PCR_Testing_lag_2_Q1_",
                            "Y_Q1_",
                            "Q_NC_",
                            "total_samples_for_PCR_Testing_QNC_",
                            "total_samples_for_PCR_Testing_lag_1_QNC_",
                            "total_samples_for_PCR_Testing_lag_2_QNC_",
                            "Y_QNC_",
                            "Q_3_",
                            "P_Q3_",
                            "total_samples_for_PCR_Testing_Q3_",
                            "total_samples_for_PCR_Testing_lag_1_Q3_",
                            "total_samples_for_PCR_Testing_lag_2_Q3_",
                            "Y_Q3_")
Array_size_list = c(rep(V, 11), rep(K,6))

plot_array_var = function(array_var, Array_size){
single_var_array_list = sprintf(paste0(array_var,"%d"),1:Array_size)
array_vars_only = combined_sim_var_df %>%
  filter(var %in% single_var_array_list)

p = ggplot(data = array_vars_only) +
  geom_ribbon(aes(x = time, ymin = low_Q,
                  ymax = high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = median, color = 'red')) +
  geom_point(aes(x = time, y = median, color = 'red')) +
    geom_vline(xintercept = quarantine_start_time, color = 'blue') +
   geom_vline(xintercept = social_distancing_start_time, color = 'orange') +
  rahul_theme +
  theme_white_background +
  median_legend_lab +
   xlab(paste0(array_var,"-","Days since March 1, 2020"))+
  ylab("State variable value") +
  facet_wrap(~var, scales = "free_y") +
  theme(legend.position = "none")
print(p)
}

for(array_var_index in seq(1:length(variables_to_loop_through))){
  plot_array_var(array_var = variables_to_loop_through[array_var_index],
               Array_size = Array_size_list[array_var_index])
}

Queue 1 Passage Check

total_cases_entering_Q1 = sim_data %>%
  dplyr::select(time,.id,C_Q1, Y_sum, neg_samples_Q1, Q_1_2,
                Q_1_3, Q_1_13,
                total_samples_for_PCR_Testing_Q1_1,
                total_samples_for_PCR_Testing_Q1_2,
                total_samples_for_PCR_Testing_Q1_3,
                total_samples_for_PCR_Testing_Q1_4,
                total_samples_for_PCR_Testing_Q1_5,
                total_samples_for_PCR_Testing_Q1_6,
                total_samples_for_PCR_Testing_Q1_7,
                total_samples_for_PCR_Testing_Q1_8,
                total_samples_for_PCR_Testing_Q1_9,
                total_samples_for_PCR_Testing_Q1_10,
                total_samples_for_PCR_Testing_Q1_11,
                total_samples_for_PCR_Testing_Q1_12,
                total_samples_for_PCR_Testing_Q1_13,
                total_samples_for_PCR_Testing_backlog_Q1) %>%
  group_by(.id) %>%
  summarize(total_cases_entering_Q1 = sum(C_Q1),
            total_cases_tested_in_first_cohort = sum(total_samples_for_PCR_Testing_Q1_1),
            total_cases_with_at_least_two_cohorts = sum(Q_1_2),
            total_cases_tested_in_second_cohort = sum(total_samples_for_PCR_Testing_Q1_2),
            total_cases_with_at_least_three_cohorts = sum(Q_1_3),
            total_cases_tested_in_3_cohort = sum(total_samples_for_PCR_Testing_Q1_3),
            total_cases_tested_in_4_cohort = sum(total_samples_for_PCR_Testing_Q1_4),
            total_cases_tested_in_5_cohort = sum(total_samples_for_PCR_Testing_Q1_5),
            total_cases_tested_in_6_cohort = sum(total_samples_for_PCR_Testing_Q1_6),
            total_cases_tested_in_7_cohort = sum(total_samples_for_PCR_Testing_Q1_7),
            total_cases_tested_in_8_cohort = sum(total_samples_for_PCR_Testing_Q1_8),
            total_cases_tested_in_9_cohort = sum(total_samples_for_PCR_Testing_Q1_9),
            total_cases_tested_in_10_cohort = sum(total_samples_for_PCR_Testing_Q1_10),
            total_cases_tested_in_11_cohort = sum(total_samples_for_PCR_Testing_Q1_11),
            total_cases_tested_in_12_cohort = sum(total_samples_for_PCR_Testing_Q1_12),
            total_cases_tested_in_13_cohort = sum(total_samples_for_PCR_Testing_Q1_13),
            total_cases_tested_from_backlog = sum(total_samples_for_PCR_Testing_backlog_Q1),
            total_cases_with_at_least_thirteen_cohorts = sum(Q_1_13),
            true_positives_from_Q1 = sum(Y_sum),
            false_negatives_from_Q1 = sum(neg_samples_Q1)) %>%
  as.data.frame() %>%
  mutate(total_cases_leaving_Q1 = true_positives_from_Q1 +
           false_negatives_from_Q1,
         total_cases_in_queue_after_one_cohort = total_cases_tested_in_first_cohort +
           total_cases_with_at_least_two_cohorts,
         total_cases_in_queue_after_two_cohorts = total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +total_cases_with_at_least_three_cohorts,
         total_cases_in_queue_after_12_cohorts =total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_with_at_least_thirteen_cohorts,
         total_cases_tested_in_queue_including_from_backlog =
           total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_tested_in_13_cohort +
           total_cases_tested_from_backlog) %>%
  mutate(overall_queue_gap = total_cases_entering_Q1-total_cases_leaving_Q1,
         gap_after_first_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_one_cohort,
         gap_after_second_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_two_cohorts,
         gap_after_12_cohorts = total_cases_entering_Q1 - total_cases_in_queue_after_12_cohorts,
         gap_after_all_compartments = total_cases_entering_Q1 - total_cases_tested_in_queue_including_from_backlog)

#total_cases_entering_Q1
total_cases_entering_Q1 = sim_data %>%
  dplyr::select(time,.id,C_Q1, Y_sum, neg_samples_Q1, Q_1_2,
                Q_1_3, Q_1_13,
                total_samples_for_PCR_Testing_lag_2_Q1_1,
                total_samples_for_PCR_Testing_lag_2_Q1_2,
                total_samples_for_PCR_Testing_lag_2_Q1_3,
                total_samples_for_PCR_Testing_lag_2_Q1_4,
                total_samples_for_PCR_Testing_lag_2_Q1_5,
                total_samples_for_PCR_Testing_lag_2_Q1_6,
                total_samples_for_PCR_Testing_lag_2_Q1_7,
                total_samples_for_PCR_Testing_lag_2_Q1_8,
                total_samples_for_PCR_Testing_lag_2_Q1_9,
                total_samples_for_PCR_Testing_lag_2_Q1_10,
                total_samples_for_PCR_Testing_lag_2_Q1_11,
                total_samples_for_PCR_Testing_lag_2_Q1_12,
                total_samples_for_PCR_Testing_lag_2_Q1_13,
                total_samples_for_PCR_Testing_backlog_lag_2_Q1) %>%
  group_by(.id) %>%
  summarize(total_cases_entering_Q1 = sum(C_Q1),
            total_cases_tested_in_first_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_1),
            total_cases_with_at_least_two_cohorts = sum(Q_1_2),
            total_cases_tested_in_second_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_2),
            total_cases_with_at_least_three_cohorts = sum(Q_1_3),
            total_cases_tested_in_3_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_3),
            total_cases_tested_in_4_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_4),
            total_cases_tested_in_5_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_5),
            total_cases_tested_in_6_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_6),
            total_cases_tested_in_7_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_7),
            total_cases_tested_in_8_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_8),
            total_cases_tested_in_9_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_9),
            total_cases_tested_in_10_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_10),
            total_cases_tested_in_11_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_11),
            total_cases_tested_in_12_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_12),
            total_cases_tested_in_13_cohort = sum(total_samples_for_PCR_Testing_lag_2_Q1_13),
            total_cases_tested_from_backlog = sum(total_samples_for_PCR_Testing_backlog_lag_2_Q1),
            total_cases_with_at_least_thirteen_cohorts = sum(Q_1_13),
            true_positives_from_Q1 = sum(Y_sum),
            false_negatives_from_Q1 = sum(neg_samples_Q1)) %>%
  as.data.frame() %>%
  mutate(total_cases_leaving_Q1 = true_positives_from_Q1 +
           false_negatives_from_Q1,
         total_cases_in_queue_after_one_cohort = total_cases_tested_in_first_cohort +
           total_cases_with_at_least_two_cohorts,
         total_cases_in_queue_after_two_cohorts = total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +total_cases_with_at_least_three_cohorts,
         total_cases_in_queue_after_12_cohorts =total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_with_at_least_thirteen_cohorts,
         total_cases_tested_in_queue_including_from_backlog =
           total_cases_tested_in_first_cohort +
           total_cases_tested_in_second_cohort +
           total_cases_tested_in_3_cohort +
           total_cases_tested_in_4_cohort +
           total_cases_tested_in_5_cohort +
           total_cases_tested_in_6_cohort +
           total_cases_tested_in_7_cohort +
           total_cases_tested_in_8_cohort +
           total_cases_tested_in_9_cohort +
           total_cases_tested_in_10_cohort +
           total_cases_tested_in_11_cohort +
           total_cases_tested_in_12_cohort +
           total_cases_tested_in_13_cohort +
           total_cases_tested_from_backlog) %>%
  mutate(overall_queue_gap = total_cases_entering_Q1-total_cases_leaving_Q1,
         gap_after_first_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_one_cohort,
         gap_after_second_cohort = total_cases_entering_Q1 - total_cases_in_queue_after_two_cohorts,
         gap_after_12_cohorts = total_cases_entering_Q1 - total_cases_in_queue_after_12_cohorts,
         gap_after_all_compartments = total_cases_entering_Q1 - total_cases_tested_in_queue_including_from_backlog)

#total_cases_entering_Q1

Check end of first sim run

sim_data_first_run_only = sim_data %>%
  filter(.id == 1)
#head(sim_data_first_run_only)
sim_data_first_run_only$total_samples_for_PCR_Testing_lag_1_Q1_1[nrow(sim_data_first_run_only)]
## [1] 196
sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_1[nrow(sim_data_first_run_only)]
## [1] 196
sim_data_first_run_only$total_samples_for_PCR_Testing_lag_2_Q1_1[nrow(sim_data_first_run_only)]
## [1] 163
sim_data_waiting_for_testing_at_end = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_lag_1_Q1_1,
                total_samples_for_PCR_Testing_lag_2_Q1_1) %>%
  filter(time == max(sim_data$time)) %>%
  mutate(total_waiting_for_testing = total_samples_for_PCR_Testing_lag_1_Q1_1 +
           total_samples_for_PCR_Testing_lag_2_Q1_1) %>%
  dplyr::select(.id, total_waiting_for_testing)
total_cases_entering_Q1_with_adj = join(total_cases_entering_Q1,
                                        sim_data_waiting_for_testing_at_end)
## Joining by: .id
total_cases_entering_Q1_with_adj_summary_df = total_cases_entering_Q1_with_adj %>%
  mutate(gap_adjusted_for_waiting = overall_queue_gap - total_waiting_for_testing) %>%
  dplyr::select(.id, total_cases_entering_Q1, true_positives_from_Q1, false_negatives_from_Q1,
                overall_queue_gap, total_waiting_for_testing, gap_adjusted_for_waiting)
#total_cases_entering_Q1_with_adj_summary_df
sum(total_cases_entering_Q1_with_adj_summary_df$gap_adjusted_for_waiting)
## [1] -15489245

Updated test

sim_data_first_run_only = sim_data %>%
  filter(.id == 1)
total_postive_cases_leaving_Q1 = sum(sim_data_first_run_only$Y_Q1_1 +
  sim_data_first_run_only$Y_Q1_2 +
  sim_data_first_run_only$Y_Q1_3 +
  sim_data_first_run_only$Y_Q1_4 +
  sim_data_first_run_only$Y_Q1_5 +
  sim_data_first_run_only$Y_Q1_6 +
  sim_data_first_run_only$Y_Q1_7 +
  sim_data_first_run_only$Y_Q1_8 +
  sim_data_first_run_only$Y_Q1_9 +
  sim_data_first_run_only$Y_Q1_10 +
  sim_data_first_run_only$Y_Q1_11 +
  sim_data_first_run_only$Y_Q1_12 +
  sim_data_first_run_only$Y_Q1_13 +
    sim_data_first_run_only$Y_Q1_backlog)

total_cases_entering_Q1_first_run_only = sum(sim_data_first_run_only$C_Q1)
gap = total_cases_entering_Q1_first_run_only - sum(sim_data_first_run_only$neg_samples_Q1) - total_postive_cases_leaving_Q1

gap
## [1] 359
waiting_to_be_tested = sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_1[nrow(sim_data_first_run_only)] + sim_data_first_run_only$total_samples_for_PCR_Testing_Q1_2[nrow(sim_data_first_run_only)] +sim_data_first_run_only$total_samples_for_PCR_Testing_lag_1_Q1_1[nrow(sim_data_first_run_only)]

gap_taking_into_account_waiting = gap - waiting_to_be_tested
gap_taking_into_account_waiting
## [1] -33

Queue 2 Diagnostic Test

gap_check_Q2 = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_Q2, C_Q2) %>%
  group_by(.id) %>%
  summarize(total_samples_entering_Q2 = sum(C_Q2),
            total_samples_exiting_Q2 =
              sum(total_samples_for_PCR_Testing_Q2)) %>%
  as.data.frame() %>%
  mutate(Q2_gap = total_samples_entering_Q2 - total_samples_exiting_Q2)

#gap_check_Q2
sum(gap_check_Q2$Q2_gap)
## [1] 0

Queue 3 Diagnostic Tests

Queue 4 Diagnostic Test

gap_check_Q4 = sim_data %>%
  dplyr::select(time, .id, total_samples_for_PCR_Testing_Q4, C_Q4) %>%
  group_by(.id) %>%
  summarize(total_samples_entering_Q4 = sum(C_Q4),
            total_samples_exiting_Q4 =
              sum(total_samples_for_PCR_Testing_Q4)) %>%
  as.data.frame() %>%
  mutate(Q4_gap = total_samples_entering_Q4 - total_samples_exiting_Q4)

#gap_check_Q4
sum(gap_check_Q4$Q4_gap)
## [1] 0

Filter a simulation

single_sim_df= filter(sim_data, .id == 1)
pfilter_sim_data = dplyr::select(single_sim_df, time = time, Y = Y,
                                  obs_prop_positive = obs_prop_positive)
p = ggplot(data = pfilter_sim_data,(aes(x = time, y = Y))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

p = ggplot(data = pfilter_sim_data,(aes(x = time, y = obs_prop_positive))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

ptm <- proc.time()
pfilter_sim_output = pfilter(data = pfilter_sim_data,
                             seed = 12345,
                    times = pfilter_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame",
                    Np = 1000)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   2.250   0.422   3.481
plot(pfilter_sim_output)

logLik(pfilter_sim_output)
## [1] -619.867
eff.sample.size(pfilter_sim_output)
##  [1] 1000.0000 1000.0000  437.5965  820.7689  827.4004  947.8433  785.5687
##  [8]  663.9823  716.9607  879.4641  960.0341  966.9516  956.0111  912.0800
## [15]  989.1197  998.7532  995.5886  992.6820  981.9540  996.9651  998.6025
## [22]  999.7260  992.7662  995.4006  999.9485  997.8038  999.9453  999.1806
## [29]  999.4518  999.5422  998.3087  999.6678  999.2940  999.9853  999.8683
## [36]  999.4018  998.7423  999.8305  999.6748  999.5899  999.4478  998.1343
## [43]  998.9795  991.5447  999.4299  995.9930  995.2285  990.9304  996.6830
## [50]  999.2289  985.8421  999.7670  997.8678  999.2680  975.8320  999.9778
## [57]  996.4904  999.8459  999.9733  995.3064  999.6482  999.0032  991.0788
## [64]  993.5609  995.3523  966.6557  996.9375  999.5232  998.2845  999.8951
## [71]  995.3216  987.8974  992.1636  999.8889  988.0004  998.2433  994.0353
## [78]  990.3918  999.1607  986.1695  975.7866  937.2159  997.0731  997.7338
## [85]  985.5319  999.6060  868.6106  949.3689  880.2548
cond.logLik(pfilter_sim_output)
##  [1]  -0.0996888  -0.0996888  -1.6525276  -1.5413062  -2.9077154
##  [6]  -2.6894671  -3.5764261  -3.3467778  -4.6076200  -3.7236541
## [11]  -3.5084972  -4.3942191  -4.8917542  -4.8047825  -5.3949240
## [16]  -5.5679947  -6.7823971  -8.1548928  -7.7791621  -7.1131756
## [21]  -7.4165383  -7.4634285  -8.3638606  -8.0602461  -7.9017868
## [26]  -8.5278715  -8.2613888  -9.1246411  -8.1908051  -8.9172745
## [31]  -9.5356062  -8.2774977  -9.2656294  -8.6144473  -8.3692603
## [36]  -8.3576419  -8.8452225  -8.6766639  -8.5789651  -8.1569536
## [41]  -8.2976125  -8.5221280  -7.7698943  -8.0995907  -8.4683983
## [46]  -8.6961387  -8.3677253  -9.0931866  -8.0188343  -7.3963752
## [51]  -9.4934212  -7.7347631  -7.6746858  -7.5502498 -10.3224536
## [56]  -7.4723928  -7.8841654  -7.3624582  -7.3465601  -7.4468449
## [61]  -7.2155503  -7.1757001  -7.9008443  -7.6432195  -7.1587760
## [66]  -9.3105597  -7.2383230  -6.9878480  -7.0308767  -6.8293776
## [71]  -6.8194773  -7.3839113  -6.8013772  -6.6383960  -7.1686768
## [76]  -6.6622938  -6.5337049  -6.5526129  -6.4519857  -6.5241635
## [81]  -6.7861420  -8.0752973  -6.1682354  -6.1154914  -6.2721348
## [86]  -6.0291440  -8.8270536  -6.9288471  -8.0767325

Pfilter real data with 1 particle

ptm <- proc.time()
pfilter_real_output= pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame",
                    Np = 1)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   1.170   0.138   1.437
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -653.9428
eff.sample.size(pfilter_real_output)
##  [1] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [36] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
## [71] 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1 1
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -1.9169083  -2.3543592  -3.1105242
##  [6]  -9.0108937  -6.3783214  -2.5401349  -4.4163017  -7.7605808
## [11]  -4.0629583  -4.4686237  -7.7794616  -4.9102863  -5.6263564
## [16]  -8.3225862  -6.6712702  -7.7983740  -7.1676670  -9.1610816
## [21]  -9.3009469  -7.4071879  -7.5451675  -7.7535380  -7.8895862
## [26]  -8.1023332  -8.9470873  -9.2157279  -8.3700496 -10.5014076
## [31]  -8.4418594  -8.1879237  -8.5213762 -11.4937500  -8.3593883
## [36]  -8.3879589  -8.4941052  -9.0140658  -8.7626902  -8.2316928
## [41]  -8.0816538  -8.7360326  -7.9696241 -16.3781185  -8.8834306
## [46]  -7.9180192  -7.8934454  -8.0503470  -9.1218979  -7.4011600
## [51]  -7.9507766  -7.7186371  -9.4510757  -9.3806921  -7.6137871
## [56]  -7.5235829  -7.9863155  -7.3687868  -7.4864725  -7.2615531
## [61]  -7.7164430  -7.1690999  -7.8356907  -7.9201614  -7.2266780
## [66]  -7.1147975  -6.9426852  -6.9002124  -7.3529440  -7.3232453
## [71]  -8.1983008  -6.7775949  -6.7119747  -8.4620141  -6.6897920
## [76]  -6.5067780  -7.4122896  -7.7305764  -6.4528498  -7.4528850
## [81]  -6.2434884  -6.2098358  -6.4582878  -6.0413930  -5.9661695
## [86]  -6.0526457  -9.3075295  -8.1698869  -6.8372507

Pfilter real data with 1000 particles

ptm <- proc.time()
pfilter_real_output = pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000,
                    save.state = TRUE,
                    filter.mean = TRUE,
                    pred.mean = TRUE,
                    pred.var = TRUE)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   3.169   0.586   3.959
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -650.4983
eff.sample.size(pfilter_real_output)
##  [1] 1000.00000 1000.00000  886.24077  891.69089  881.91123   25.05385
##  [7]  242.03616  807.30027  850.57193  282.46662  964.85359  944.58659
## [13]  710.55771  901.53956  929.06609  841.60311  998.50225  994.49061
## [19]  992.88662  965.41757  968.93723  999.97514  999.83592  999.87428
## [25]  999.61064  998.84531  995.68605  998.78839  999.63850  998.64118
## [31]  999.36784  999.92430  999.75692  998.29047  999.44223  999.43512
## [37]  999.27022  998.78216  998.14969  999.81122  999.63414  994.35042
## [43]  997.52986  834.91915  992.50725  999.71178  999.44918  996.66615
## [49]  989.68509  999.60158  997.02506  998.85224  985.96226  980.33598
## [55]  999.51969  996.09754  990.94723  999.94561  999.17603  999.74570
## [61]  995.31060  999.46350  985.51656  982.42147  995.17447  999.17889
## [67]  999.52413  999.63809  989.52405  980.13974  966.82932  996.81434
## [73]  999.47538  950.75149  997.36100  998.66872  966.64408  961.78903
## [79]  988.51250  979.93817  999.47496  999.74287  994.48122  992.19572
## [85]  989.54898  999.43774  834.76079  877.84450  960.39473
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -1.6532773  -1.6374214  -2.4822591
##  [6]  -7.6811256  -5.4492431  -3.0358438  -3.7819849  -7.4941961
## [11]  -3.7043772  -4.5077807  -7.5259403  -5.3960725  -5.8008634
## [16]  -8.5101861  -6.6716838  -7.8030912  -7.2592193  -9.0433285
## [21]  -9.1377833  -7.4074877  -7.5475762  -7.7270823  -7.8957515
## [26]  -8.1088602  -8.8928063  -9.2431244  -8.3827770 -10.5360496
## [31]  -8.4589847  -8.1797899  -8.5247657 -11.4590151  -8.3391295
## [36]  -8.3641216  -8.5265690  -9.0425681  -8.7920113  -8.2427685
## [41]  -8.1017471  -8.7169704  -7.9296541 -16.2010852  -8.7629230
## [46]  -7.9245787  -7.8918839  -8.1065224  -9.0406757  -7.3975073
## [51]  -7.9812114  -7.7280905  -9.1399157  -9.5320222  -7.6364869
## [56]  -7.6319063  -8.0266381  -7.3721267  -7.4725922  -7.2660152
## [61]  -7.7147861  -7.1694248  -7.9553283  -8.0429843  -7.1816324
## [66]  -7.1146637  -6.9300950  -6.8836657  -7.1672109  -7.6134090
## [71]  -8.3847899  -6.7344189  -6.7316014  -8.7080038  -6.7572208
## [76]  -6.4971305  -7.5012898  -7.5668593  -6.5568965  -7.0907909
## [81]  -6.2631456  -6.2225932  -6.4248404  -6.1884415  -6.1607671
## [86]  -6.0677888  -9.3429706  -8.3617439  -6.8569980

Pfilter real data with 1000 particles

ptm <- proc.time()
pfilter_real_output = pfilter(data = Observed_data,
                             seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000,
                    save.state = TRUE,
                    filter.mean = TRUE,
                    pred.mean = TRUE,
                    pred.var = TRUE)
## in 'pomp': the unrecognized arguments 'seed','rmeas','format' are available for use by the POMP basic components.
## Warning: in 'pfilter': the 'tol' argument is deprecated and will be removed in a future release.
## Currently, the default value of 'tol' is 1e-17;
## in future releases, the value will be 0, and the option to choose otherwise will be removed.
proc.time() - ptm
##    user  system elapsed 
##   2.806   0.711   3.721
#plot(pfilter_real_output)
logLik(pfilter_real_output)
## [1] -650.053
eff.sample.size(pfilter_real_output)
##  [1] 1000.0000 1000.0000  885.1952  883.5631  871.6711  104.4362  328.1425
##  [8]  836.8595  863.3962  371.6642  962.9588  938.7832  773.7286  882.0660
## [15]  931.2797  838.3819  998.4107  994.8239  992.6057  967.6757  972.0491
## [22]  999.9708  999.8424  999.8705  999.5495  998.8007  995.2671  998.6789
## [29]  999.6353  998.6485  999.3976  999.9276  999.7492  998.0256  999.5047
## [36]  999.3900  999.2787  998.8737  998.3327  999.8026  999.6225  994.8726
## [43]  997.4687  834.5330  992.8005  999.7111  999.4620  996.5114  989.8640
## [50]  999.6057  996.9033  998.8753  986.2682  978.1169  999.4919  996.1481
## [57]  991.6549  999.9507  999.2657  999.7031  995.4608  999.4507  986.0576
## [64]  982.1604  995.0132  999.2019  999.5415  999.5928  988.9810  980.0185
## [71]  967.1235  996.4840  999.4694  938.3508  997.3877  998.5874  968.8108
## [78]  959.3740  988.0333  980.3689  999.5548  999.7011  994.6055  991.3045
## [85]  990.8562  999.5727  824.6189  880.5153  956.4341
cond.logLik(pfilter_real_output)
##  [1]  -0.0996888  -0.0996888  -1.6544333  -1.6584027  -2.5055843
##  [6]  -7.7344272  -5.5370978  -2.9903684  -3.6001072  -7.0922819
## [11]  -3.7247739  -4.5202915  -7.4585721  -5.4707954  -5.7579887
## [16]  -8.5174350  -6.6789464  -7.8140946  -7.2530630  -9.0437494
## [21]  -9.1212447  -7.4077797  -7.5482139  -7.7273444  -7.8963189
## [26]  -8.1096214  -8.8926029  -9.2425581  -8.3823788 -10.5373065
## [31]  -8.4579092  -8.1799678  -8.5236915 -11.4565732  -8.3405616
## [36]  -8.3654347  -8.5261897  -9.0412322  -8.7926126  -8.2425121
## [41]  -8.1020417  -8.7213861  -7.9318560 -16.2188467  -8.7618531
## [46]  -7.9244849  -7.8909038  -8.1111387  -9.0505519  -7.3972268
## [51]  -7.9809252  -7.7281523  -9.1332580  -9.5207084  -7.6354917
## [56]  -7.6361568  -8.0256308  -7.3722727  -7.4719552  -7.2662434
## [61]  -7.7213939  -7.1693385  -7.9681469  -8.0307671  -7.1799156
## [66]  -7.1151792  -6.9287377  -6.8841053  -7.1734921  -7.6212578
## [71]  -8.3717069  -6.7328412  -6.7322776  -8.6933803  -6.7569588
## [76]  -6.4996621  -7.4981879  -7.5737579  -6.5478706  -7.0813832
## [81]  -6.2612840  -6.2227000  -6.4292093  -6.1886244  -6.1619659
## [86]  -6.0671904  -9.3470412  -8.3440155  -6.8656981

Analysis

filter_mean_mat = pfilter_real_output@filter.mean
filter_mean_df = filter_mean_mat%>%
  t() %>%
  as.data.frame()
#head(filter_mean_df)
filter_mean_df$times = filter_mean_mat %>%
  colnames() %>% as.numeric()
Y_sum_filter_mean = filter_mean_df %>%
  dplyr::select(times, Y_sum)



pred_var_df = pfilter_real_output@pred.var %>%
  t() %>%
  as.data.frame()
pred_var_df$times = filter_mean_mat %>%
  colnames() %>% as.numeric()

Y_sum_pred_var = pred_var_df %>%
  dplyr::select(times, Y_sum_var = Y_sum)

Y_sum_filter_mean_vs_obs = join(Y_sum_filter_mean, Observed_data)
## Joining by: times
Y_sum_filter_mean_vs_obs = join(Y_sum_filter_mean_vs_obs, Y_sum_pred_var)
## Joining by: times
size= (1/sigma_M/sigma_M)



Y_sum_filter_mean_vs_obs$Neg_binom_lik = dnbinom(Y_sum_filter_mean_vs_obs$Y, mu = Y_sum_filter_mean_vs_obs$Y_sum, size = size,
                                                log = TRUE)

plot_data = Y_sum_filter_mean_vs_obs %>%
  dplyr::select(times, Y_sum_filter_mean = Y_sum, Y) %>%
  melt(id.vars = "times")

p = ggplot(data = plot_data, aes(x = times, y = log(value), color = variable)) + geom_point() +
  geom_line() + rahul_theme
p

MIF to simulated data (Validation)

No truncation

mif_sim_data = pfilter_sim_data
mif_sim_file_name = paste0("../Generated_Data/MIF_local_test_results/mif_sim_test_data_", model_name, "_COVID_NYC.RData")
save(mif_sim_data,
     file = mif_sim_file_name)

##Plot simulated trajectory to be used for fitting

p = ggplot(data = mif_sim_data,(aes(x = time, y = Y))) + geom_point() + geom_line() + rahul_theme + xlab("Days since March 1, 2020")
p

Load parallelization libraries

library(foreach)
library(doParallel)
registerDoParallel()

Run pfilter repeatedly (test paralell structure)

library(doRNG)
## Loading required package: foreach
## Warning: package 'foreach' was built under R version 3.5.2
## 
## Attaching package: 'foreach'
## The following objects are masked from 'package:purrr':
## 
##     accumulate, when
## Loading required package: rngtools
## Loading required package: pkgmaker
## Loading required package: registry
## Warning: package 'registry' was built under R version 3.5.2
## 
## Attaching package: 'pkgmaker'
## The following object is masked from 'package:base':
## 
##     isFALSE
registerDoRNG(123456)
## Warning: executing %dopar% sequentially: no parallel backend registered
ptm <- proc.time()
rds_index = rds_index + 1
rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "init", "paramnames", "statenames", "obsnames",
                      "param_vec", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    format = "data.frame",
                    covar = covar,
                    Np = 1000)
          }
}) ->pfilter_sim_par_output
proc.time() - ptm
##    user  system elapsed 
##   0.030   0.002   0.033
(L_pfilter_sim_par_output <- logmeanexp(sapply(pfilter_sim_par_output, logLik), se = TRUE))
##                          se 
## -619.85506239    0.02518861

Store results of pfilter run in likelihood csv file

results <- as.data.frame(as.list(c(coef(pfilter_sim_par_output[[1]]), logLik = L_pfilter_sim_par_output[1],
                                        loglik = L_pfilter_sim_par_output[2])))
results
result_output_file = paste0("covid_NYC_", model_name, "_sim_data_fit_params.csv")
write.csv(results, file = result_output_file, row.names = FALSE)

MIF Debug Test

One mif run, one particle

test_1_mif = mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 1,
              Nmif = 1,
              tol = 0,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0.02,
                            b_p = 0,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0))
rds_index = rds_index + 1
mif_50_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_50_rds_file_name,{
mif2(data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 2000,
              Nmif = 50,
              tol = 0,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0.02,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)

            )}) ->test_mif
test_mif@eff.sample.size
##  [1] 2000.0000 2000.0000  898.6966 1638.9455 1643.2102 1877.5360 1502.3207
##  [8] 1291.6848 1351.0340 1683.6871 1889.8154 1853.2811 1855.6062 1829.0444
## [15] 1949.9009 1984.8748 1971.1070 1968.9730 1690.9300 1888.3396 1903.6966
## [22] 1957.2209 1688.5466 1621.0618 1955.7850 1844.7376 1978.9542 1991.3737
## [29] 1997.0881 1992.9166 1971.1269 1995.1720 1995.1586 1986.8976 1987.1457
## [36] 1989.6867 1951.1921 1945.1478 1875.3236 1877.3061 1945.6277 1894.0370
## [43] 1761.7161 1646.8336 1887.0374 1810.0409 1681.9470 1677.6050 1846.4189
## [50] 1720.8516 1320.7365 1681.6987 1888.8337 1959.7937 1144.3542 1969.1846
## [57] 1818.7113 1980.2179 1974.4519 1903.2429 1978.5222 1976.4605 1662.8912
## [64] 1798.1811 1897.2097 1286.7400 1858.5081 1944.4116 1920.2879 1967.0226
## [71] 1934.3111 1739.3778 1902.8327 1967.5223 1784.5653 1948.5414 1914.2711
## [78] 1885.0335 1952.0638 1870.8935 1762.2037 1410.1592 1976.0497 1971.2624
## [85] 1933.8991 1937.0207  699.1346 1647.5261 1150.1093

Local MIF Search (Validation)

ptm = proc.time()
registerDoRNG(123456)
rds_index = rds_index + 1
parallel_mif_50_run_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = parallel_mif_50_run_rds_file_name,{
  foreach(i=1:5,
          .packages = 'pomp',
          .combine = c,
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "param_vec","par_trans", "acumvarnames")
          ) %dopar%
          {
            mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              partrans = par_trans,
              start = param_vec,
              covar = covar,
              Np = 2000,
              Nmif = 50,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0.02,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
              )
          }
}) -> mifs_sim_data_local

mif_sim_local_output_file = paste0("../Generated_Data/MIF_local_test_results/", model_name, "_validation_5_mif_iterations_output.RData")
save(mifs_sim_data_local, file = mif_sim_local_output_file)
p = ggplot(data = melt(conv.rec(mifs_sim_data_local)),
           aes(x = iteration, y = value, group = L1, color = factor(L1))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p

mif_par_sim_fit_50_plot_file = paste0("../Figures/MIF_local_test_results/", model_name,
                                      "_test_mif_convergence_dem_stoch_plot_5_runs_50_iterations_from_sim_data_truth.png")
png(mif_par_sim_fit_50_plot_file)
print(p)
dev.off()
## quartz_off_screen 
##                 2
param_list = list()
pfilter_end_mean_list = vector(length = length(mifs_sim_data_local))
pfilter_end_se_list = vector(length = length(mifs_sim_data_local))
for(run_index in seq(1:length(mifs_sim_data_local))){
  print(run_index)
  single_mif_run_output = mifs_sim_data_local[[run_index]]
  param_list[[run_index]] = single_mif_run_output@params
  mif_test_end_par = param_list[[run_index]]


  #Get Final Pfilter Likelihood
registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
bake(file = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds"),{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_end
proc.time() - ptm
pfilter_sim_at_mif_end <- logmeanexp(sapply(pfilter_sim_at_mif_end, logLik), se = TRUE)
pfilter_end_mean_list[run_index] = pfilter_sim_at_mif_end[[1]]
pfilter_end_se_list[run_index] = pfilter_sim_at_mif_end[[2]]

}
## [1] 1
## [1] 2
## [1] 3
## [1] 4
## [1] 5
#Get Pfilter Likelihood at Start
#registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pf_start_mif_sim_test_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pf_start_mif_sim_test_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "param_vec", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = param_vec,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_start
proc.time() - ptm
##    user  system elapsed 
##   0.116   0.005   0.124
L_pfilter_sim_at_mif_start <- logmeanexp(sapply(pfilter_sim_at_mif_start, logLik), se = TRUE)
L_pfilter_sim_at_mif_start
##                          se 
## -619.86722850    0.03028052
true_sim_mean = L_pfilter_sim_at_mif_start[[1]]
true_sim_se = L_pfilter_sim_at_mif_start[[2]]

pfilter_5_mif_data_analysis_value_storage = list(end_mean = pfilter_end_mean_list, end_se  = pfilter_end_se_list, start_mean = true_sim_mean,
                                              start_se = true_sim_se)
pfilter_5_mif_storage_file_name = paste0("../Generated_Data/MIF_local_test_results/", model_name,
                                         "_validation_5_mif_iterations_pfitler_likelihood_ranges.RData")
save(pfilter_5_mif_data_analysis_value_storage,
     file = pfilter_5_mif_storage_file_name)
plot_data = data.frame(iterations = seq(1:length(mifs_sim_data_local)), pfilter_end_mean = pfilter_end_mean_list,
                       pfilter_end_se = pfilter_end_se_list)


p = ggplot(data = plot_data, aes(x = iterations, y = pfilter_end_mean)) +
  geom_errorbar(aes(ymin = pfilter_end_mean - pfilter_end_se,
                    ymax = pfilter_end_mean + pfilter_end_se)) + geom_hline(yintercept = true_sim_mean,
                                                                            color = 'red')+
  geom_hline(yintercept = true_sim_mean - true_sim_se, color = 'blue') +
  geom_hline(yintercept = true_sim_mean + true_sim_se, color = 'blue')
p

mif_5_run_plot_file_name = paste0("../Figures/MIF_local_test_results/", model_name,
                              "_validation_plot_pfilter_ranges_for_5_mif_runs_of_50_iterations_blue_and_red_lines_are_pfilter_start_ranges.png")
png(mif_5_run_plot_file_name)
print(p)
dev.off()
## quartz_off_screen 
##                 2
mifs_sim_data_local[[5]]@params
##                          M_0                          V_0 
##                 5.000000e+00                 1.300000e+01 
##                          K_0                        phi_E 
##                 1.400000e+01                 1.090000e+00 
##                        phi_U                        phi_S 
##                 1.090000e+00                 2.000000e-01 
##                          h_V                          p_S 
##                 7.692308e-02                 1.517197e-01 
##                   p_H_cond_S                        gamma 
##                 2.896772e-01                 2.727855e-01 
##        quarantine_start_time social_distancing_start_time 
##                 2.200000e+01                 1.800000e+01 
##                     PCR_sens                          b_q 
##                 9.000000e-01                 7.556507e-02 
##                          b_a                          b_p 
##                 1.000000e+00                 0.000000e+00 
##                          R_0                          E_0 
##                 1.154630e+01                 1.412039e+04 
##                          z_0                          N_0 
##                 1.520000e+04                 8.000000e+06 
##                          C_0                      sigma_M 
##                 0.000000e+00                 2.489193e-01 
##                     beta_w_3                     beta_w_2 
##                 1.215073e-02                 9.810086e-01 
##                     beta_w_1                     beta_w_0 
##                -3.723481e+01                 2.294094e+02 
##                          g_0                          g_F 
##                 1.183300e+03                 1.162005e-01 
##                sigma_epsilon                G_w_y_scaling 
##                 1.091121e+02                 1.620000e-01
proc.time() - ptm
##    user  system elapsed 
##   0.786   0.052   0.894
p = ggplot(data = melt(conv.rec(test_mif)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

test_mif_local_sim_results_plot_file_name = paste0("../Figures/MIF_local_test_results/", model_name,
                                                   "_test_mif_local_run_from_sim_data_true_parameters.png")
png(test_mif_local_sim_results_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2

Get Final Pfilter Likelihood

registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_local_mif_test_end_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_local_mif_test_end_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t =1),
                    params = mif_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    tol = 0,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_mif_end
proc.time() - ptm
##    user  system elapsed 
##   0.048   0.002   0.056
(L_pfilter_sim_at_mif_end <- logmeanexp(sapply(pfilter_sim_at_mif_end, logLik), se = TRUE))
##                          se 
## -621.50216222    0.02387581

Plot MIF results

Really long single MIF run

One mif run, 2000 particles, 100 iterations

ptm = proc.time()
rds_index = rds_index + 1
mif_100_iteration_run_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_100_iteration_run_rds_file_name,{
mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 12345,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              covar = covar,
              partrans = par_trans,
              tol = 0,
              start = param_vec,
              Np = 2000,
              Nmif = 100,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0.02,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
              )
            }) -> long_mif_output
proc.time() - ptm
##    user  system elapsed 
##   0.016   0.002   0.029
long_mif_output@eff.sample.size
##  [1] 2000.0000 2000.0000  873.6788 1632.9889 1699.4831 1872.1854 1535.8886
##  [8] 1273.2367 1393.0701 1709.2488 1902.4866 1876.9859 1887.3468 1832.9102
## [15] 1953.5875 1990.1156 1976.1851 1979.5519 1819.6276 1948.0816 1969.6096
## [22] 1985.6969 1856.8849 1830.5027 1984.0650 1929.2043 1990.1514 1995.9555
## [29] 1997.6243 1995.6620 1984.2489 1997.1060 1996.1527 1993.6222 1993.3058
## [36] 1993.4411 1968.1376 1971.7515 1906.2634 1853.9637 1965.7189 1938.7431
## [43] 1926.9833 1647.2647 1940.0775 1886.5384 1800.7595 1779.2620 1899.8063
## [50] 1932.0205 1631.1786 1845.8441 1940.3707 1975.3675 1381.6876 1989.5799
## [57] 1904.3541 1989.9070 1989.0625 1929.7877 1989.3102 1984.6708 1789.8745
## [64] 1878.0952 1931.2403 1460.6422 1910.3065 1968.7278 1952.5751 1986.2316
## [71] 1950.0376 1813.9288 1925.8955 1985.5169 1823.7115 1964.4287 1936.1150
## [78] 1916.5175 1974.1820 1901.1660 1815.3056 1537.9055 1985.9075 1988.0793
## [85] 1939.7137 1969.5128  896.9487 1706.0815 1206.1649
a = melt(conv.rec(long_mif_output))
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p = ggplot(data = melt(conv.rec(long_mif_output)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

mif_100_run_plot_file_name = paste0("../Figures/MIF_local_test_results/",
                                    model_name,
                                    "_test_mif_convergence_dem_stoch_plot_1_run_100_iterations_from_sim_data_truth.png")
png(mif_100_run_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2
#Test pfilter likelihood at end of this simulation
mif_long_test_end_par = long_mif_output@params
registerDoRNG(123456)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_mif_sim_100_iteration_end_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_mif_sim_100_iteration_end_rds_file_name,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames",
                      "mif_long_test_end_par", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_long_test_end_par,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    tol = 0,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_long_mif_end
proc.time() - ptm
##    user  system elapsed 
##   0.146   0.006   0.170
(L_pfilter_sim_at_long_mif_end <- logmeanexp(sapply(pfilter_sim_at_long_mif_end, logLik), se = TRUE))
##                          se 
## -619.84317442    0.02631345
L_pfilter_sim_at_long_mif_end
##                          se 
## -619.84317442    0.02631345
Pfilter_LL_Mif_sim_100_runs_end_output_file_name  = paste0("../Generated_Data/MIF_local_test_results/", model_name,
                                                           "_validation_pfilter_ranges_100_iteration_single_MIF_run.RData")
save(L_pfilter_sim_at_long_mif_end,
     file = Pfilter_LL_Mif_sim_100_runs_end_output_file_name)
#-619.84317442    0.02631345
# This is not higher than the  true sim mean of    -619.86722850 (se 0.03028052 ), so did a longer run.

2nd really long single MIF run

One mif run, 2000 particles, 200 iterations

ptm = proc.time()
rds_index = rds_index + 1
mif_sim_250_run_output_rds_file_name = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = mif_sim_250_run_output_rds_file_name,{
 mif2(
              data = mif_sim_data,
              times = mif_sim_data$time,
              t0 = t0,
              seed = 23456,
              rprocess = pomp::euler(rproc,delta.t = 1),
              params = param_vec,
              paramnames = paramnames,
              statenames = statenames,
              obsnames = obsnames,
              dmeas = dmeas,
              accumvars = acumvarnames,
              rinit = init,
              rmeas = rmeas,
              covar = covar,
              partrans = par_trans,
              start = param_vec,
              Np = 2000,
              tol = 0,
              Nmif = 250,
              cooling.fraction.50 = 0.5,
              rw.sd = rw.sd(phi_E = 0,
                            phi_U = 0,
                            b_p = 0,
                            phi_S = 0,
                            h_V = 0,
                            p_S = 0.02,
                            p_H_cond_S = 0.02,
                            gamma = 0.02,
                            social_distancing_start_time = 0,
                            quarantine_start_time = 0,
                            z_0 = ivp(0),
                            E_0 = ivp(0.02),
                            N_0 = ivp(0),
                            C_0 = ivp(0),
                            PCR_sens = 0,
                            b_q = 0.02,
                            b_a = 0.02,
                            R_0 = 0.02,
                            sigma_M = 0.02,
                            beta_w_3 = 0,
                            beta_w_2 = 0,
                            beta_w_1 = 0,
                            beta_w_0 = 0,
                            g_0 = 0,
                            g_F = 0,
                            sigma_epsilon = 0,
                            G_w_y_scaling = 0)
            ) }) -> long_mif_output_2
proc.time() - ptm
##    user  system elapsed 
##   0.013   0.001   0.015
long_mif_output_2@eff.sample.size
##  [1] 2000.0000 2000.0000  903.2123 1635.2764 1655.4600 1888.8846 1544.4725
##  [8] 1297.6706 1362.7517 1706.3701 1915.0708 1900.8018 1922.8668 1845.3120
## [15] 1957.3275 1995.6648 1982.8951 1992.6938 1993.6238 1989.2417 1992.3121
## [22] 1997.3582 1966.1209 1972.1221 1998.4096 1986.0719 1998.5476 1997.4465
## [29] 1998.4212 1998.4189 1993.9720 1998.8439 1998.0499 1998.8909 1998.7334
## [36] 1998.1000 1993.8721 1998.6951 1998.5048 1884.1809 1990.5605 1979.7095
## [43] 1995.0808 1928.3581 1988.1546 1956.2621 1953.2256 1917.3938 1973.3453
## [50] 1987.4763 1915.3035 1988.6766 1986.1561 1995.4079 1782.9761 1998.3963
## [57] 1968.8296 1998.4233 1997.8915 1976.2572 1997.9227 1995.9366 1932.8955
## [64] 1951.3567 1978.8841 1785.2685 1974.9520 1991.4445 1983.7625 1996.6899
## [71] 1982.0332 1925.5710 1972.2814 1996.0738 1925.8115 1985.2135 1978.4838
## [78] 1967.9673 1990.4197 1954.0441 1911.5480 1749.0781 1994.3521 1996.2218
## [85] 1957.3273 1995.3516 1367.7714 1825.2516 1499.7582
a = melt(conv.rec(long_mif_output_2))
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p = ggplot(data = melt(conv.rec(long_mif_output_2)),
           aes(x = iteration, y = value, group = variable, color = factor(variable))) +
  geom_line()+
  guides(color=FALSE)+
  facet_wrap(~variable, scales="free_y") + theme_bw()
## Warning: 'conv.rec' is deprecated and will be removed in a forthcoming
## release. Please use 'traces' instead.
p
## Warning: Removed 2 rows containing missing values (geom_path).

MIF_sim_250_run_output_plot_file_name = paste0("../Figures/MIF_local_test_results/",
                                               model_name, "_test_mif_convergence_dem_stoch_plot_1_run_200_iterations_from_sim_data_truth.png")
png(MIF_sim_250_run_output_plot_file_name)
print(p)
## Warning: Removed 2 rows containing missing values (geom_path).
dev.off()
## quartz_off_screen 
##                 2
#Test pfilter likelihood at end of this simulation
mif_long_test_end_par_2 = long_mif_output_2@params
registerDoRNG(234567)
ptm <- proc.time()
rds_index = rds_index + 1
pfilter_long_mif_sim_250_iterations_end_output_rds_file = paste0("Stew_Files/", model_name, "_", "rds_", rds_index, ".rds")
bake(file = pfilter_long_mif_sim_250_iterations_end_output_rds_file,{
  foreach(i=1:10, .packages = 'pomp',
          .export = c("rproc", "rmeas", "dmeas", "mif_sim_data", "init", "paramnames", "statenames", "obsnames", "covar",
                      "mif_long_test_end_par_2", "par_trans", "acumvarnames")
  ) %dopar% {
            pfilter(data = mif_sim_data,
                    times = mif_sim_data$time,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = mif_long_test_end_par_2,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    dmeas = dmeas,
                    accumvars = acumvarnames,
                    rinit = init,
                    tol = 0,
                    rmeas = rmeas,
                    covar = covar,
                    partrans = par_trans,
                    format = "data.frame",
                    Np = 1000)
          }
}) ->pfilter_sim_at_long_mif_end_2
proc.time() - ptm
##    user  system elapsed 
##   0.169   0.005   0.195
(L_pfilter_sim_at_long_mif_end_2 <- logmeanexp(sapply(pfilter_sim_at_long_mif_end_2, logLik), se = TRUE))
##                          se 
## -618.83279774    0.01847462
pfilter_long_mif_sim_250_iterations_end_LL_file_name = paste0("../Generated_Data/MIF_local_test_results/", model_name, "_validation_pfilter_ranges_200_iteration_single_MIF_run.RData")
save(L_pfilter_sim_at_long_mif_end_2,
     file = pfilter_long_mif_sim_250_iterations_end_LL_file_name)
#-618.83279774  0.01847462
# This is higher than true sim mean of  -619.86722850 (se 0.03028052), so it seems to have worked (at least, this is enough to move on to a grid search using Midway).

Analyze MIF Run 1

Combine output

Combine Midway output susbsets

Once all of the 250 array jobs submitted to Midway f have finished running on the cluster, the output from each of those 250 jobs is combined into one data frame with combinations and likelihoods for a particular profile. For ease of computation, we only include the top 100LL of parameter combinations within each array job.

Code for combining

  # ---- combine_grid_search_output ----


# Header ------------------------------------------------------------------
## Name: combine_grid_search_output
## Author: Rahul Subramanian
## Description: Combine MIF real grid search output data into one big data frame

  combine_grid_search_output = function(model_name){


ptm = proc.time()


#args = commandArgs(trailingOnly=TRUE)



###Load parameter list
pd = read.csv(
  file = paste0(
    "../Generated_Data/Profile_Combination_Lists/",
    model_name,
    "_Model/",
    model_name,
    "_param_grid.csv"
  ),
  header = TRUE
)


mif_sim_combined_output_df = data.frame(
  matrix(nrow = 0, ncol = ncol(pd) + 7)
)
colnames(mif_sim_combined_output_df) = c(colnames(pd), "LL")

colnames(mif_sim_combined_output_df) = c(colnames(pd),"msg", "iter_num", "param_index", "loglik", "nfail", "trace_num",  "loglist.se")
midway_max_jobs = 500
jobs_done_so_far = 500
mif_sim_combined_output_with_traces_df = mif_sim_combined_output_df
for(param_index in seq(1:jobs_done_so_far)){
    if(param_index %% 10 == 0){
      print(param_index)
    }


  input_file_name = paste("../Generated_Data/Profiles/",
                          model_name,
                          "_Model/",
                          "Grid_Search_MIF_run_1/",
                          model_name,
                          "_Grid_Search_MIF_run_1_subset_",
                          param_index,
                          ".RData",
                          sep = ""
                          )
  if(file.exists(input_file_name) == TRUE){
    load(file = input_file_name)
    mif_output_df_single_subset = res
  }else{
    group_size = nrow(pd)/midway_max_jobs
    start_index = (param_index-1)*group_size + 1
    end_index = param_index*group_size
    Num_mif_runs_per_start = 10
    param_data_subset_act = pd[start_index:end_index,]
    param_data_subset = param_data_subset_act[rep(seq_len(nrow(param_data_subset_act)), each = Num_mif_runs_per_start),]
    #param_data_subset$seed = NA;

    param_data_subset$msg = NA
    param_data_subset$iter_num = NA
    param_data_subset$param_index = NA
    param_data_subset$nfail = NA
    param_data_subset$trace_num = NA
    param_data_subset$loglik = NA
    param_data_subset$loglist.se = NA
    mif_output_df_single_subset = param_data_subset

  }

  #head(mif_output_df_single_subset)
  local_MLE = max(mif_output_df_single_subset$loglik, na.rm = TRUE)
  subset_traces = mif_output_df_single_subset %>%
    filter(iter_num == 3)
  subset_data_no_traces =mif_output_df_single_subset %>%
    filter(msg != "first_trace") %>%
    filter(msg != "second_trace")
  mif_sim_combined_output_with_traces_df =
    rbind(mif_sim_combined_output_with_traces_df,subset_traces)
  mif_sim_combined_output_df = rbind(mif_sim_combined_output_df, subset_data_no_traces)
}

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data_subset_including_traces_and_start.RData")

save(mif_sim_combined_output_with_traces_df, file = output_file_name)


output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data.RData")

save(mif_sim_combined_output_df, file = output_file_name)

output_list = list(mif_sim_combined_output_df, mif_sim_combined_output_with_traces_df)
return(output_list)
}


  combine_grid_search_output(model_name = model_name)
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## [[1]]
##       M_0 V_0 K_0         R_0          b_q          b_a b_p          p_S
## 1       5  13  14   5.8831206 9.321401e-01 5.123999e-01   0 1.359062e-01
## 2       5  13  14  25.6792095 4.331488e-02 4.653650e-01   0 1.497828e-01
## 3       5  13  14   4.9902414 4.907666e-01 4.625613e-01   0 3.424364e-01
## 4       5  13  14   5.0409204 1.199816e-01 7.382745e-01   0 3.773241e-01
## 5       5  13  14   2.4124685 4.416637e-01 5.396230e-01   0 8.046790e-01
## 6       5  13  14   4.6623934 1.205942e-01 6.883708e-01   0 5.929974e-01
## 7       5  13  14   5.4757987 3.480869e-01 2.144568e-01   0 5.407353e-01
## 8       5  13  14   5.5790490 1.183684e-01 5.463118e-01   0 4.603340e-01
## 9       5  13  14   3.9069038 5.941387e-01 5.213690e-01   0 4.526714e-01
## 10      5  13  14   4.4398144 1.165454e-01 9.008971e-01   0 4.846495e-01
## 11      5  13  14   3.2619706 3.441165e-01 2.206105e-01   0 2.607363e-01
## 12      5  13  14   5.9665321 1.154720e-01 6.350227e-01   0 3.274006e-01
## 13      5  13  14   7.6934096 9.574850e-01 5.521787e-01   0 6.500317e-01
## 14      5  13  14  12.7425937 4.188133e-02 8.013667e-01   0 3.913601e-01
## 15      5  13  14   6.4215880 6.274808e-01 7.237226e-01   0 2.383421e-01
## 16      5  13  14  15.3363577 8.830162e-02 9.723842e-01   0 6.726476e-02
## 17      5  13  14   6.3264697 2.388950e-01 1.648086e-01   0 1.914889e-01
## 18      5  13  14   7.1620572 1.212649e-01 4.484183e-01   0 2.924341e-01
## 19      5  13  14   3.3842704 9.508492e-01 2.520642e-01   0 6.284082e-01
## 20      5  13  14  16.2778870 8.714343e-02 8.265259e-01   0 7.353283e-02
## 21      5  13  14   4.3976307 8.305763e-01 4.837575e-02   0 5.446595e-01
## 22      5  13  14   7.1418342 1.235621e-01 1.397251e-02   0 5.145169e-01
## 23      5  13  14   4.3665525 3.463841e-01 6.758814e-02   0 4.022626e-01
## 24      5  13  14   6.5485796 1.096140e-01 5.441864e-01   0 3.522880e-01
## 25      5  13  14   5.2148786 8.813840e-01 4.844732e-01   0 4.358802e-01
## 26      5  13  14  31.6981559 8.912251e-02 3.655475e-01   0 6.898518e-02
## 27      5  13  14   4.6483794 7.328511e-01 2.833296e-01   0 9.054632e-01
## 28      5  13  14   8.1351648 1.191874e-01 2.385133e-01   0 3.477846e-01
## 29      5  13  14   2.8661387 5.565462e-01 9.483310e-01   0 2.455623e-01
## 30      5  13  14   4.8338564 1.175417e-01 9.574619e-01   0 2.454977e-01
## 31      5  13  14   4.8433773 3.316796e-01 2.210553e-01   0 6.172466e-01
## 32      5  13  14   4.8579894 1.108971e-01 1.790480e-01   0 8.055419e-01
## 33      5  13  14   6.2275541 3.481656e-01 3.074641e-01   0 7.648978e-01
## 34      5  13  14   6.7104880 1.228089e-01 4.225540e-01   0 3.493122e-01
## 35      5  13  14   3.2597936 2.523530e-01 1.597716e-02   0 5.475950e-01
## 36      5  13  14   7.5480495 1.211855e-01 1.566684e-02   0 5.023113e-01
## 37      5  13  14   2.0233978 9.855789e-01 3.188255e-01   0 6.593678e-01
## 38      5  13  14   0.7692351 9.671743e-01 4.131040e-01   0 9.859554e-01
## 39      5  13  14   6.3360925 5.176984e-01 4.452304e-01   0 5.075399e-01
## 40      5  13  14   5.9566652 1.143481e-01 6.538908e-01   0 3.534848e-01
## 41      5  13  14   6.6414626 5.644355e-01 2.790431e-01   0 3.803930e-01
## 42      5  13  14   9.4220799 1.099385e-01 1.048663e-01   0 3.722645e-01
## 43      5  13  14   2.6225066 8.325496e-01 8.795033e-01   0 6.477529e-01
## 44      5  13  14   4.5580408 1.190930e-01 9.169310e-01   0 3.872437e-01
## 45      5  13  14   7.1593317 6.002936e-01 3.127505e-01   0 9.074610e-01
## 46      5  13  14   6.2453665 1.183265e-01 3.784852e-01   0 4.482490e-01
## 47      5  13  14   7.2508109 3.203927e-02 9.785242e-01   0 8.695723e-01
## 48      5  13  14   4.6314322 1.231891e-01 9.491153e-01   0 2.658036e-01
## 49      5  13  14   5.2824735 9.879756e-02 5.918681e-01   0 5.429762e-01
## 50      5  13  14   4.1996727 1.083443e-01 5.698096e-01   0 9.675902e-01
## 51      5  13  14   2.1521173 1.797475e-01 9.040828e-01   0 7.678087e-01
## 52      5  13  14   4.3604678 1.134430e-01 9.377676e-01   0 5.761011e-01
## 53      5  13  14   2.7005953 5.083569e-01 6.525326e-01   0 3.192892e-01
## 54      5  13  14   4.8065479 1.240687e-01 8.946089e-01   0 2.462617e-01
## 55      5  13  14   7.5973214 7.286851e-01 3.412529e-01   0 3.028416e-01
## 56      5  13  14  19.3914878 9.066300e-02 6.648800e-01   0 6.496872e-02
## 57      5  13  14   3.5361175 4.846234e-01 1.824287e-01   0 9.623834e-01
## 58      5  13  14   4.7002615 1.173025e-01 3.552433e-01   0 7.340417e-01
## 59      5  13  14   6.5340239 5.498283e-01 8.502184e-01   0 6.277473e-01
## 60      5  13  14   4.6634175 1.270115e-01 9.166190e-01   0 2.500866e-01
## 61      5  13  14   4.5778086 6.885607e-01 3.752669e-01   0 6.854139e-01
## 62      5  13  14   4.3906957 1.105576e-01 3.376300e-01   0 9.209705e-01
## 63      5  13  14   7.6424980 4.245336e-01 2.040900e-01   0 5.726012e-01
## 64      5  13  14  19.5824754 7.936422e-02 7.329405e-01   0 7.182089e-02
## 65      5  13  14   3.0655408 2.530039e-01 4.635193e-01   0 3.722600e-01
## 66      5  13  14   4.8021053 1.168345e-01 5.181350e-01   0 6.684291e-01
## 67      5  13  14   7.6604028 5.987726e-01 7.395090e-01   0 2.051984e-01
## 68      5  13  14  16.9920549 9.654471e-02 7.251791e-01   0 6.510715e-02
## 69      5  13  14   5.8468678 6.340395e-01 5.368030e-02   0 6.785923e-02
## 70      5  13  14  85.4559589 9.289178e-02 9.408386e-02   0 6.658278e-02
## 71      5  13  14   5.5086882 5.098474e-01 9.153670e-01   0 9.524946e-01
## 72      5  13  14   4.6701654 1.119760e-01 9.883657e-01   0 3.309738e-01
## 73      5  13  14   7.4025633 5.465165e-01 3.842592e-01   0 2.398434e-01
## 74      5  13  14   4.6506024 1.215379e-01 8.080252e-01   0 4.967326e-01
## 75      5  13  14   3.3563965 5.070985e-01 1.969145e-01   0 9.789916e-01
## 76      5  13  14   4.0095263 1.139494e-01 3.774552e-01   0 9.874078e-01
## 77      5  13  14   6.1172280 2.374401e-02 3.538045e-01   0 3.992655e-01
## 78      5  13  14   4.8086492 1.204363e-01 8.373048e-01   0 3.600685e-01
## 79      5  13  14   3.6997477 3.483335e-01 1.641650e-01   0 4.747865e-01
## 80      5  13  14   4.5220260 1.031166e-01 1.243351e-01   0 9.493904e-01
## 81      5  13  14   7.0010144 2.562298e-01 7.105707e-01   0 4.110984e-01
## 82      5  13  14   5.5053991 1.201205e-01 7.964426e-01   0 2.522315e-01
## 83      5  13  14   4.6503632 5.417369e-01 5.647805e-01   0 8.526673e-02
## 84      5  13  14   4.4451804 1.163126e-01 8.498610e-01   0 6.116852e-01
## 85      5  13  14   2.0095145 7.375048e-01 3.591860e-01   0 4.115829e-01
## 86      5  13  14   4.8391098 1.195955e-01 8.374844e-01   0 4.401238e-01
## 87      5  13  14   3.6675455 5.236805e-01 8.169052e-01   0 4.544268e-01
## 88      5  13  14   4.3057207 1.081512e-01 5.930165e-01   0 8.565999e-01
## 89      5  13  14   4.6740942 6.479200e-01 3.821343e-02   0 2.853939e-01
## 90      5  13  14   6.4528703 1.046705e-01 6.236992e-01   0 3.433174e-01
## 91      5  13  14   4.4346715 3.485613e-01 9.997138e-01   0 5.742302e-04
## 92      5  13  14   4.4262533 1.078352e-01 9.998563e-01   0 9.693416e-01
## 93      5  13  14   2.9724146 1.918264e-01 7.716022e-01   0 5.071693e-01
## 94      5  13  14   5.5939225 1.100681e-01 4.391049e-01   0 5.512107e-01
## 95      5  13  14   7.1537215 6.527242e-01 8.360837e-01   0 6.558847e-01
## 96      5  13  14   5.2064470 1.179180e-01 7.191720e-01   0 3.991593e-01
## 97      5  13  14   3.5751692 5.995871e-01 1.938512e-01   0 6.138002e-01
## 98      5  13  14   5.0876135 8.814281e-02 1.713167e-02   0 9.924045e-01
## 99      5  13  14   3.7242661 4.819406e-01 9.881347e-02   0 3.875283e-01
## 100     5  13  14   4.6521241 1.236651e-01 8.872835e-01   0 3.154064e-01
## 101     5  13  14   7.9954582 7.840006e-01 7.777872e-01   0 1.010410e-01
## 102     5  13  14  32.8249617 7.131814e-02 8.088045e-01   0 1.266366e-01
## 103     5  13  14   5.5099430 6.796849e-01 4.847130e-01   0 2.775634e-01
## 104     5  13  14   6.1060065 1.234931e-01 6.836389e-01   0 2.180910e-01
## 105     5  13  14   7.7597330 2.017979e-01 3.395533e-01   0 5.020071e-01
## 106     5  13  14   5.2888275 1.128937e-01 7.011064e-01   0 4.471370e-01
## 107     5  13  14   7.3043992 3.323461e-01 8.546067e-01   0 8.956541e-01
## 108     5  13  14   4.3137485 1.268493e-01 9.269175e-01   0 3.337960e-01
## 109     5  13  14   4.1602995 6.182763e-02 2.481065e-02   0 8.889702e-01
## 110     5  13  14   6.9714215 1.184115e-01 1.751946e-02   0 5.443643e-01
## 111     5  13  14   3.8331633 8.556251e-01 7.467100e-01   0 6.974874e-01
## 112     5  13  14  17.0479723 9.154157e-02 7.731295e-01   0 6.952013e-02
## 113     5  13  14   5.4077555 7.695823e-01 4.701437e-01   0 6.657328e-01
## 114     5  13  14   4.1907061 1.120202e-01 5.314450e-01   0 9.247935e-01
## 115     5  13  14   2.0827961 9.670563e-01 6.776126e-01   0 8.781087e-01
## 116     5  13  14   1.9027515 2.494394e-01 9.282030e-01   0 9.761714e-01
## 117     5  13  14   6.5306296 2.471716e-01 2.211993e-01   0 8.208258e-01
## 118     5  13  14   4.5841346 1.157256e-01 9.625723e-02   0 8.530034e-01
## 119     5  13  14   3.8149419 8.806739e-01 8.958952e-01   0 3.140759e-01
## 120     5  13  14  16.0646849 9.997408e-02 7.637481e-01   0 6.400841e-02
## 121     5  13  14   7.6476097 2.572248e-01 2.099453e-01   0 5.308033e-01
## 122     5  13  14   6.3479980 1.158780e-01 1.378174e-02   0 6.297240e-01
## 123     5  13  14   5.7696931 1.732971e-01 2.239040e-01   0 3.331095e-01
## 124     5  13  14   4.8685059 1.030476e-01 7.342821e-01   0 7.060994e-01
## 125     5  13  14   3.2913671 7.922370e-01 4.021674e-01   0 2.732996e-01
## 126     5  13  14  39.0307883 8.688181e-02 3.114148e-01   0 6.657317e-02
## 127     5  13  14   5.7882424 2.301574e-01 4.582191e-01   0 2.331145e-01
## 128     5  13  14   5.1308260 1.246440e-01 7.022573e-01   0 3.232033e-01
## 129     5  13  14   3.5749483 9.113068e-02 9.464832e-01   0 3.850393e-01
## 130     5  13  14   5.0788444 1.219892e-01 8.211129e-01   0 2.707061e-01
## 131     5  13  14   4.4403067 6.203816e-01 7.387872e-01   0 8.545209e-01
## 132     5  13  14   4.9102096 1.152262e-01 8.752531e-01   0 3.336747e-01
## 133     5  13  14   7.7707431 5.678442e-01 5.070761e-01   0 3.857698e-01
## 134     5  13  14  33.6698258 8.473693e-02 3.692656e-01   0 7.039547e-02
## 135     5  13  14   5.2916468 7.821310e-01 8.202104e-01   0 4.912166e-01
## 136     5  13  14   4.7329125 1.166030e-01 9.222809e-01   0 3.805875e-01
## 137     5  13  14   2.7084049 3.906658e-01 9.207515e-01   0 1.558870e-01
## 138     5  13  14   4.6811860 1.131020e-01 9.725006e-01   0 3.615081e-01
## 139     5  13  14   2.4976301 8.164862e-01 9.587858e-01   0 4.550464e-01
## 140     5  13  14  14.9313965 9.120148e-02 9.632224e-01   0 6.760526e-02
## 141     5  13  14   6.1247834 6.834079e-01 5.060355e-01   0 9.878221e-01
## 142     5  13  14   8.4264340 5.111039e-02 8.712684e-01   0 9.906327e-01
## 143     5  13  14   4.0168624 2.395664e-03 7.207135e-01   0 8.135244e-01
## 144     5  13  14  20.2172091 4.223338e-02 3.775540e-01   0 4.789739e-01
## 145     5  13  14   5.9736265 3.430433e-01 1.788310e-01   0 7.238033e-01
## 146     5  13  14   4.9933110 1.128473e-01 4.002428e-01   0 6.992607e-01
## 147     5  13  14   3.8298337 1.614849e-01 5.150905e-01   0 2.173940e-01
## 148     5  13  14   6.0417877 1.199602e-01 6.587012e-01   0 2.594379e-01
## 149     5  13  14   6.2470081 5.554618e-01 8.229889e-01   0 9.609856e-01
## 150     5  13  14   4.1125837 1.206662e-01 8.760689e-01   0 7.264795e-01
## 151     5  13  14   6.8125077 6.661474e-01 2.468783e-01   0 6.091513e-01
## 152     5  13  14   5.9380391 1.140782e-01 6.623002e-01   0 3.417579e-01
## 153     5  13  14   7.8831283 7.616802e-02 1.019208e-01   0 7.849171e-01
## 154     5  13  14   8.2159657 1.179415e-01 2.177853e-02   0 4.742336e-01
## 155     5  13  14   2.1486244 3.235229e-01 3.293593e-02   0 1.153541e-01
## 156     5  13  14   5.3398284 1.211488e-01 1.929144e-02   0 8.235368e-01
## 157     5  13  14   4.8133470 6.523312e-02 7.599659e-01   0 4.523145e-01
## 158     5  13  14   4.3626878 1.170302e-01 8.134282e-01   0 6.628634e-01
## 159     5  13  14   2.4476102 1.149094e-02 1.058784e-01   0 3.436161e-01
## 160     5  13  14   6.6997892 1.143151e-01 3.839142e-01   0 4.195237e-01
## 161     5  13  14   7.5539999 1.563050e-03 9.280732e-01   0 3.009065e-01
## 162     5  13  14   9.6202024 6.174970e-02 8.980419e-01   0 3.967629e-01
## 163     5  13  14   2.3292274 6.273493e-01 6.014655e-01   0 4.123558e-01
## 164     5  13  14   5.0434693 1.120948e-01 8.272028e-01   0 4.066435e-01
## 165     5  13  14   3.3893296 2.927097e-01 9.108735e-01   0 2.858931e-01
## 166     5  13  14   4.5135964 1.124473e-01 9.534351e-01   0 4.958476e-01
## 167     5  13  14   6.1473526 2.368502e-01 6.228523e-01   0 4.321981e-01
## 168     5  13  14   4.6029157 1.138843e-01 9.395788e-01   0 4.249999e-01
## 169     5  13  14   6.8791343 8.424527e-01 1.578412e-01   0 4.466220e-01
## 170     5  13  14  61.4351305 4.870235e-02 1.228732e-01   0 1.163591e-01
## 171     5  13  14   6.8530989 7.211261e-01 6.802130e-01   0 8.481877e-01
## 172     5  13  14   4.3106436 1.234747e-01 7.595876e-01   0 5.842927e-01
## 173     5  13  14   6.1740260 2.965213e-01 7.754192e-01   0 9.815767e-01
## 174     5  13  14  12.9415953 6.044894e-02 7.029474e-01   0 9.837751e-01
## 175     5  13  14   7.3418474 8.508070e-01 5.663614e-01   0 5.557277e-01
## 176     5  13  14  20.9994638 9.236174e-02 7.145337e-01   0 6.662549e-02
## 177     5  13  14   6.0329382 6.682778e-01 4.434412e-01   0 8.010360e-01
## 178     5  13  14   5.3392166 1.157449e-01 7.181736e-01   0 3.716588e-01
## 179     5  13  14   6.8588587 4.005815e-01 7.633946e-01   0 1.936953e-01
## 180     5  13  14   4.7248205 1.169582e-01 8.258094e-01   0 4.431817e-01
## 181     5  13  14   6.9317626 4.442436e-01 2.109858e-01   0 9.459351e-01
## 182     5  13  14   5.3066370 1.211515e-01 6.848067e-01   0 3.734528e-01
## 183     5  13  14   2.6515117 6.996209e-01 9.457221e-01   0 6.582097e-01
## 184     5  13  14   4.5562445 9.712315e-02 9.173933e-01   0 9.800025e-01
## 185     5  13  14   4.7208528 5.123752e-01 9.758601e-01   0 9.980602e-01
## 186     5  13  14   2.5525402 1.765407e-01 9.626967e-01   0 9.908180e-01
## 187     5  13  14   3.8096459 1.072591e-01 4.746957e-01   0 4.511264e-02
## 188     5  13  14   4.5220444 1.090791e-01 8.506135e-01   0 7.273177e-01
## 189     5  13  14   5.2580329 7.896059e-01 1.789698e-01   0 7.152304e-01
## 190     5  13  14   8.8724114 1.171576e-01 2.840128e-01   0 2.962064e-01
## 191     5  13  14   6.1180544 2.022306e-01 9.670743e-01   0 2.040818e-01
## 192     5  13  14   5.1086323 1.228373e-01 9.397207e-01   0 2.066681e-01
## 193     5  13  14   4.1449158 4.636946e-01 9.197952e-01   0 6.852492e-02
## 194     5  13  14  11.7069028 4.881336e-02 9.811518e-01   0 1.475841e-01
## 195     5  13  14   2.4190287 1.036804e-01 6.934873e-01   0 4.774873e-01
## 196     5  13  14   5.1975061 1.231764e-01 7.987240e-01   0 2.988350e-01
## 197     5  13  14   4.9107910 7.736195e-01 9.250829e-01   0 9.507795e-01
## 198     5  13  14   4.4987653 1.128547e-01 9.382709e-01   0 5.545692e-01
## 199     5  13  14   6.1282569 3.555698e-01 4.343561e-01   0 4.253064e-01
## 200     5  13  14   5.7651467 1.179498e-01 5.882985e-01   0 3.504146e-01
## 201     5  13  14   7.7528142 7.034989e-01 6.121885e-01   0 3.534412e-02
## 202     5  13  14  21.0391122 9.634724e-02 6.072560e-01   0 6.696070e-02
## 203     5  13  14   2.3537347 1.409468e-02 6.774620e-01   0 4.294696e-01
## 204     5  13  14   4.5146668 1.181513e-01 9.568022e-01   0 3.148292e-01
## 205     5  13  14   6.3995971 7.236239e-01 7.766765e-01   0 4.503748e-02
## 206     5  13  14  18.6617009 7.875062e-02 8.636917e-01   0 7.038279e-02
## 207     5  13  14   4.9200507 2.521650e-01 7.793487e-01   0 6.921401e-01
## 208     5  13  14   3.8728872 1.224561e-01 3.581907e-01   0 9.787567e-01
## 209     5  13  14   7.5774119 3.063601e-01 4.763352e-01   0 8.357491e-01
## 210     5  13  14   4.9199620 1.152746e-01 7.337926e-01   0 5.352849e-01
## 211     5  13  14   6.5745161 2.594705e-01 6.442389e-01   0 5.349035e-01
## 212     5  13  14   5.5411726 1.184843e-01 8.177652e-01   0 2.143812e-01
## 213     5  13  14   4.6367769 4.098095e-01 6.507727e-01   0 6.575814e-02
## 214     5  13  14   5.1365386 1.133838e-01 9.318845e-01   0 2.953649e-01
## 215     5  13  14   6.5818170 1.311115e-01 7.713049e-01   0 1.311952e-01
## 216     5  13  14   5.0920422 1.242294e-01 9.142936e-01   0 2.013655e-01
## 217     5  13  14   7.2091678 1.157070e-01 7.195286e-01   0 5.266328e-01
## 218     5  13  14   3.8158167 1.220238e-01 8.435758e-01   0 8.718765e-01
## 219     5  13  14   6.6218583 8.657414e-01 4.157079e-01   0 9.944100e-01
## 220     5  13  14   2.0844826 2.237906e-01 6.954407e-01   0 9.990375e-01
## 221     5  13  14   4.7952298 3.705845e-01 5.315864e-01   0 6.163072e-01
## 222     5  13  14   4.8162234 1.117492e-01 6.271464e-01   0 6.607686e-01
## 223     5  13  14   6.3625373 4.345459e-01 6.737912e-01   0 9.050794e-01
## 224     5  13  14   4.4234035 1.043423e-01 2.827525e-01   0 9.715122e-01
## 225     5  13  14   2.7112737 1.105622e-01 7.301252e-01   0 5.383091e-01
## 226     5  13  14   5.0905003 1.134188e-01 8.094510e-01   0 3.991436e-01
## 227     5  13  14   5.7787850 6.993178e-01 8.965482e-01   0 2.609362e-01
## 228     5  13  14  13.8677490 4.549894e-02 8.737727e-01   0 1.499571e-01
## 229     5  13  14   3.8779182 2.113530e-01 2.738255e-01   0 1.325479e-01
## 230     5  13  14   5.4919471 1.180711e-01 7.684846e-01   0 2.462113e-01
## 231     5  13  14   2.4566736 8.158677e-01 4.232034e-01   0 9.736970e-02
## 232     5  13  14   6.5338188 1.219421e-01 5.903689e-01   0 2.406637e-01
## 233     5  13  14   2.3579292 6.501189e-01 7.977397e-01   0 7.336607e-01
## 234     5  13  14   4.5362028 1.207669e-01 9.305635e-01   0 3.872789e-01
## 235     5  13  14   6.1298221 3.682732e-01 5.460104e-03   0 4.891576e-01
## 236     5  13  14  10.0763646 1.231704e-01 8.270150e-03   0 3.816232e-01
## 237     5  13  14   6.2649011 7.184368e-01 9.073148e-01   0 3.815796e-01
## 238     5  13  14  14.5325462 9.575264e-02 9.204982e-01   0 6.767177e-02
## 239     5  13  14   7.1711511 4.109837e-01 1.527467e-01   0 3.810758e-01
## 240     5  13  14   4.4298052 1.120857e-01 1.699299e-01   0 8.842068e-01
## 241     5  13  14   2.5077862 3.990129e-01 4.174824e-01   0 4.831402e-01
## 242     5  13  14   4.3271362 1.161143e-01 9.511560e-01   0 4.744187e-01
## 243     5  13  14   3.5271717 2.547722e-01 1.752456e-01   0 5.521204e-02
## 244     5  13  14   5.3937655 1.134066e-01 7.288945e-01   0 3.612339e-01
## 245     5  13  14   6.6093907 9.970091e-01 8.216896e-01   0 4.175362e-01
## 246     5  13  14   5.5371982 9.982656e-01 9.180825e-01   0 1.858870e-01
## 247     5  13  14   4.9798818 8.540541e-01 7.657365e-01   0 8.886729e-01
## 248     5  13  14  15.3335337 1.088921e-01 8.425701e-01   0 6.573499e-02
## 249     5  13  14   6.8906990 3.743578e-01 1.419036e-01   0 6.219680e-01
## 250     5  13  14   5.1903915 1.154109e-01 7.537714e-01   0 4.763619e-01
## 251     5  13  14   4.9201327 2.178288e-01 6.201849e-01   0 3.521579e-02
## 252     5  13  14   5.4947163 1.200029e-01 7.064230e-01   0 2.897585e-01
## 253     5  13  14   5.7955354 2.969575e-01 3.067067e-01   0 7.535419e-01
## 254     5  13  14   4.6133712 1.237808e-01 8.635748e-01   0 3.085459e-01
## 255     5  13  14   4.7816622 5.634328e-01 1.346220e-01   0 9.353005e-01
## 256     5  13  14   6.0840655 1.091815e-01 3.306651e-02   0 6.900227e-01
## 257     5  13  14   6.6620025 9.343028e-01 7.373902e-01   0 7.387758e-01
## 258     5  13  14  14.1382246 9.687011e-02 9.153894e-01   0 6.668340e-02
## 259     5  13  14   6.2411775 9.372244e-01 1.738262e-01   0 6.197795e-01
## 260     5  13  14  20.2784717 1.003920e-01 6.236786e-01   0 6.855601e-02
## 261     5  13  14   5.2242408 9.123021e-01 2.350100e-01   0 3.894899e-02
## 262     5  13  14  29.5562810 8.576140e-02 4.183498e-01   0 6.691011e-02
## 263     5  13  14   5.4535114 3.954514e-01 3.192755e-01   0 2.122144e-01
## 264     5  13  14   4.1853927 1.140092e-01 2.585548e-01   0 9.237942e-01
## 265     5  13  14   3.1992620 3.839893e-01 7.850144e-01   0 6.019478e-01
## 266     5  13  14   4.3363881 1.071996e-01 7.029508e-01   0 9.728604e-01
## 267     5  13  14   6.3029659 1.935889e-01 8.233456e-01   0 5.813321e-01
## 268     5  13  14   4.6417536 1.205909e-01 8.279671e-01   0 4.284395e-01
## 269     5  13  14   2.0129841 7.122867e-01 3.649620e-01   0 1.778688e-01
## 270     5  13  14   5.2710329 1.221506e-01 8.749213e-01   0 1.936255e-01
## 271     5  13  14   3.7923911 3.007453e-01 8.266867e-01   0 1.186150e-01
## 272     5  13  14   5.1371605 1.167075e-01 8.105198e-01   0 3.307279e-01
## 273     5  13  14   6.8606886 5.402531e-01 1.432785e-01   0 9.884721e-01
## 274     5  13  14   4.7655907 1.036505e-01 5.133759e-02   0 8.935388e-01
## 275     5  13  14   3.1813690 1.216137e-02 4.068424e-01   0 3.396344e-01
## 276     5  13  14   4.4682722 1.168953e-01 9.686238e-01   0 3.999869e-01
## 277     5  13  14   2.9143803 4.505738e-01 2.742476e-01   0 4.471747e-01
## 278     5  13  14   6.3133069 1.110980e-01 5.511337e-01   0 3.527078e-01
## 279     5  13  14   6.8509255 4.272315e-01 8.554991e-01   0 9.928480e-01
## 280     5  13  14   4.2058950 1.206087e-01 9.282511e-01   0 5.062586e-01
## 281     5  13  14   2.2686510 8.188062e-01 4.655740e-01   0 2.526513e-02
## 282     5  13  14  19.1188987 9.937918e-02 7.374524e-01   0 6.516591e-02
## 283     5  13  14   5.1226132 1.750116e-02 4.916630e-01   0 3.121150e-01
## 284     5  13  14   6.8494194 1.212385e-01 4.919232e-01   0 2.852019e-01
## 285     5  13  14   7.4254954 1.904696e-01 6.848910e-01   0 6.226872e-01
## 286     5  13  14   4.3396458 1.070142e-01 7.908488e-01   0 9.624529e-01
## 287     5  13  14   4.8010657 1.890756e-01 8.409132e-02   0 3.940365e-01
## 288     5  13  14   4.6263660 1.082538e-01 3.316188e-02   0 9.013099e-01
## 289     5  13  14   7.1901304 8.706553e-01 8.242639e-02   0 2.786103e-01
## 290     5  13  14  28.8622185 9.914781e-02 4.462299e-01   0 6.635895e-02
## 291     5  13  14   5.0078047 8.897665e-02 4.747574e-01   0 2.500689e-01
## 292     5  13  14   5.0806641 1.209160e-01 7.881320e-01   0 3.542037e-01
## 293     5  13  14   6.5324541 4.988311e-02 9.370506e-01   0 6.297012e-01
## 294     5  13  14   4.4091451 1.247587e-01 9.877530e-01   0 2.497606e-01
## 295     5  13  14   2.4110743 3.159795e-01 7.717397e-02   0 4.948588e-01
## 296     5  13  14   5.2853907 1.216803e-01 3.682515e-01   0 5.850651e-01
## 297     5  13  14   7.3576588 6.940909e-01 5.552711e-01   0 8.067834e-01
## 298     5  13  14   5.0619063 1.186986e-01 8.182489e-01   0 3.392209e-01
## 299     5  13  14   6.7329427 2.694681e-01 3.469612e-01   0 3.636641e-01
## 300     5  13  14   4.5406447 1.141712e-01 8.881428e-01   0 4.640979e-01
## 301     5  13  14   7.2665557 4.916300e-02 7.698991e-01   0 4.892659e-01
## 302     5  13  14   5.7335588 1.101189e-01 6.448454e-01   0 4.015766e-01
## 303     5  13  14   5.5191944 2.111786e-01 5.085129e-01   0 4.099226e-01
## 304     5  13  14   4.2937058 1.072080e-01 5.096671e-01   0 9.809614e-01
## 305     5  13  14   4.4766002 8.511613e-01 7.057297e-01   0 8.438676e-01
## 306     5  13  14   3.9927331 1.148550e-01 9.867536e-01   0 7.350386e-01
## 307     5  13  14   3.4611133 6.335808e-01 3.605602e-01   0 5.707409e-01
## 308     5  13  14   5.9405013 1.143058e-01 5.782332e-01   0 3.998151e-01
## 309     5  13  14   2.7164799 9.927695e-01 6.389762e-01   0 6.542472e-01
## 310     5  13  14   7.1338118 9.930799e-01 6.784172e-01   0 2.031332e-01
## 311     5  13  14   5.9522710 9.221010e-01 5.335211e-01   0 3.183657e-01
## 312     5  13  14  21.3967931 4.091968e-02 5.008290e-01   0 1.867227e-01
## 313     5  13  14   3.7131134 4.408154e-01 2.286736e-01   0 5.418543e-01
## 314     5  13  14   4.7174174 1.205642e-01 8.706747e-01   0 3.515623e-01
## 315     5  13  14   6.5007375 1.333242e-01 6.483654e-01   0 7.079402e-01
## 316     5  13  14   5.0389334 1.170623e-01 5.732963e-01   0 5.615551e-01
## 317     5  13  14   7.1211146 3.291772e-01 7.965452e-02   0 1.921222e-01
## 318     5  13  14   7.9233189 1.175414e-01 2.954491e-02   0 4.766593e-01
## 319     5  13  14   6.7715664 2.223754e-01 2.868454e-01   0 7.518963e-01
## 320     5  13  14   5.4706499 1.221229e-01 7.279069e-01   0 2.565125e-01
## 321     5  13  14   5.2858341 6.429686e-01 5.268405e-01   0 8.682385e-01
## 322     5  13  14   5.5088021 1.197443e-01 4.527210e-01   0 5.010127e-01
## 323     5  13  14   4.3382897 9.587621e-02 1.567434e-01   0 2.687948e-01
## 324     5  13  14   5.7476414 1.182832e-01 6.389626e-01   0 3.036598e-01
## 325     5  13  14   2.1733094 4.181896e-01 9.026156e-01   0 2.125223e-01
## 326     5  13  14   5.0768288 1.224053e-01 8.799478e-01   0 2.575295e-01
## 327     5  13  14   4.2830362 1.877361e-01 4.766642e-01   0 6.577702e-01
## 328     5  13  14   5.3310718 1.141963e-01 7.179933e-01   0 3.844274e-01
## 329     5  13  14   2.9170537 4.339745e-01 2.173350e-01   0 3.267466e-01
## 330     5  13  14   5.3954518 1.094816e-01 6.674812e-01   0 4.924866e-01
## 331     5  13  14   7.2211641 6.488482e-01 9.877538e-01   0 9.811803e-01
## 332     5  13  14   4.5209203 1.016996e-01 9.852004e-01   0 9.331264e-01
## 333     5  13  14   2.3198904 4.011157e-02 4.217167e-01   0 5.338101e-01
## 334     5  13  14   4.7438495 1.118532e-01 7.236920e-01   0 6.528842e-01
## 335     5  13  14   3.3148352 9.173916e-01 8.575642e-01   0 4.054168e-01
## 336     5  13  14  14.0088300 6.294631e-02 9.673826e-01   0 8.302702e-02
## 337     5  13  14   2.7068388 2.379504e-01 6.245402e-01   0 4.060961e-01
## 338     5  13  14   5.2034403 1.155547e-01 8.250685e-01   0 3.511982e-01
## 339     5  13  14   5.4342325 4.749990e-01 1.429870e-03   0 5.571237e-01
## 340     5  13  14   6.7681674 1.165233e-01 1.087856e-03   0 5.816041e-01
## 341     5  13  14   4.3888959 8.666631e-01 9.441312e-01   0 5.781688e-01
## 342     5  13  14  11.8706907 4.897098e-02 9.585983e-01   0 1.558578e-01
## 343     5  13  14   3.3873865 1.127995e-01 1.426363e-01   0 2.789455e-01
## 344     5  13  14   6.1382956 1.153419e-01 3.320268e-01   0 5.276218e-01
## 345     5  13  14   4.8693667 2.578432e-02 5.836673e-01   0 4.661095e-01
## 346     5  13  14   5.0854349 1.155534e-01 6.886036e-01   0 4.905543e-01
## 347     5  13  14   2.4490782 5.471436e-01 6.696646e-01   0 5.384085e-01
## 348     5  13  14   4.8715066 1.098148e-01 8.040209e-01   0 5.012668e-01
## 349     5  13  14   6.5622993 4.984473e-01 2.466948e-01   0 9.347152e-01
## 350     5  13  14   6.1489542 1.120559e-01 4.561928e-01   0 4.453586e-01
## 351     5  13  14   6.0573671 7.374298e-01 7.369264e-01   0 7.113099e-01
## 352     5  13  14  15.8332663 8.923770e-02 8.305265e-01   0 7.132806e-02
## 353     5  13  14   6.5820250 5.251353e-01 5.318519e-01   0 4.237232e-01
## 354     5  13  14   5.5634663 8.230012e-02 3.650256e-01   0 9.883790e-01
## 355     5  13  14   4.9232142 3.152007e-01 5.125104e-01   0 3.801960e-01
## 356     5  13  14   4.3119589 1.020000e-01 8.799993e-01   0 9.549742e-01
## 357     5  13  14   4.1346239 9.517888e-01 7.619679e-01   0 1.069494e-01
## 358     5  13  14  23.4174900 8.664369e-02 5.510113e-01   0 6.895404e-02
## 359     5  13  14   3.9121325 4.916998e-01 7.135023e-01   0 8.556330e-01
## 360     5  13  14   4.5110529 1.126861e-01 8.334198e-01   0 6.760503e-01
## 361     5  13  14   3.1240109 6.373374e-02 1.804210e-01   0 5.659814e-01
## 362     5  13  14   4.9672749 1.183588e-01 7.733169e-01   0 4.019185e-01
## 363     5  13  14   4.5041757 3.870630e-01 5.096865e-01   0 4.602581e-01
## 364     5  13  14   4.5937091 1.157616e-01 9.502769e-01   0 3.520346e-01
## 365     5  13  14   6.8835586 4.418219e-02 2.799057e-01   0 8.718941e-01
## 366     5  13  14   4.2887841 1.101583e-01 7.449619e-01   0 8.685428e-01
## 367     5  13  14   2.9881282 4.139772e-01 7.111095e-01   0 6.814831e-03
## 368     5  13  14  18.3734197 7.244268e-02 8.482770e-01   0 7.727626e-02
## 369     5  13  14   6.5374965 9.841483e-01 1.276365e-01   0 6.989735e-02
## 370     5  13  14  28.2101187 9.520196e-01 7.898605e-03   0 1.687752e-01
## 371     5  13  14   5.0355167 5.824106e-02 7.524279e-01   0 5.940600e-01
## 372     5  13  14   4.0908915 1.103667e-01 6.513431e-01   0 9.916681e-01
## 373     5  13  14   5.7644512 3.651111e-01 5.594400e-01   0 5.732834e-01
## 374     5  13  14   4.6377678 1.237055e-01 8.276464e-01   0 4.032448e-01
## 375     5  13  14   2.1543293 6.767962e-01 2.550859e-01   0 4.842641e-01
## 376     5  13  14   4.7056958 1.136591e-01 2.983193e-01   0 8.074000e-01
## 377     5  13  14   2.5665373 4.245837e-01 2.916097e-01   0 3.077972e-01
## 378     5  13  14   4.3439322 1.073426e-01 2.144601e-01   0 9.423063e-01
## 379     5  13  14   7.2354022 2.485110e-02 1.884566e-01   0 1.927588e-01
## 380     5  13  14   5.6081429 1.285534e-01 7.178000e-01   0 2.060327e-01
## 381     5  13  14   3.7782015 6.735371e-01 2.205227e-01   0 5.756016e-01
## 382     5  13  14   4.5426383 1.160002e-01 8.691263e-01   0 4.672683e-01
## 383     5  13  14   4.9694181 3.580875e-01 9.302303e-01   0 5.016773e-01
## 384     5  13  14   4.8416936 1.142955e-01 9.561163e-01   0 2.696189e-01
## 385     5  13  14   7.5860728 5.948488e-01 6.195426e-01   0 2.552509e-03
## 386     5  13  14  19.4516433 9.324850e-02 7.178942e-01   0 6.637893e-02
## 387     5  13  14   5.5068768 6.908789e-01 6.466565e-01   0 3.208922e-01
## 388     5  13  14  15.8912232 8.827152e-02 8.888184e-01   0 6.819280e-02
## 389     5  13  14   7.9157380 2.451404e-01 4.223698e-04   0 1.095503e-01
## 390     5  13  14  16.1132269 1.206784e-01 1.126454e-03   0 2.505093e-01
## 391     5  13  14   6.6211298 1.286716e-01 9.926543e-01   0 2.086898e-02
## 392     5  13  14   6.0851364 8.984491e-02 9.927219e-01   0 9.544297e-01
## 393     5  13  14   7.4283799 5.531241e-01 8.980868e-01   0 9.143576e-01
## 394     5  13  14  17.9775284 8.545424e-02 8.380723e-01   0 3.690013e-01
## 395     5  13  14   4.6037375 7.735075e-01 5.750066e-02   0 3.487837e-01
## 396     5  13  14   4.3687570 1.064265e-01 1.606028e-02   0 9.788138e-01
## 397     5  13  14   7.0908679 1.418816e-01 2.434464e-01   0 1.169224e-02
## 398     5  13  14   5.4155232 1.130722e-01 7.502781e-01   0 3.537902e-01
## 399     5  13  14   4.9508694 3.343650e-01 2.948579e-01   0 3.002653e-01
## 400     5  13  14   5.1353499 1.129440e-01 6.761618e-01   0 5.132858e-01
## 401     5  13  14   6.0853499 6.021937e-01 6.920335e-01   0 5.799263e-01
## 402     5  13  14   4.8263469 1.234613e-01 8.766459e-01   0 2.838645e-01
## 403     5  13  14   6.7670038 6.402298e-02 3.738151e-02   0 9.619932e-01
## 404     5  13  14   4.5678398 1.006266e-01 3.344368e-02   0 9.898641e-01
## 405     5  13  14   7.3063322 2.297515e-01 4.921619e-01   0 2.266278e-01
## 406     5  13  14   4.6609703 1.220124e-01 9.377968e-01   0 2.595089e-01
## 407     5  13  14   3.6769033 8.949366e-01 6.734826e-01   0 2.559716e-01
## 408     5  13  14  14.6048639 8.809606e-02 9.804572e-01   0 7.140430e-02
## 409     5  13  14   2.0463130 3.251974e-01 3.681054e-01   0 2.179920e-01
## 410     5  13  14   4.9254381 1.132184e-01 8.242615e-01   0 4.285058e-01
## 411     5  13  14   4.1051852 1.647385e-01 4.244181e-01   0 6.431875e-01
## 412     5  13  14   5.2307185 1.225102e-01 7.933591e-01   0 2.734838e-01
## 413     5  13  14   6.5773450 7.756508e-01 8.096993e-01   0 1.352699e-01
## 414     5  13  14  15.1276792 5.952473e-02 8.715918e-01   0 9.045173e-02
## 415     5  13  14   4.3155866 8.908969e-01 3.320326e-01   0 8.678688e-01
## 416     5  13  14   6.3858266 1.175138e-01 6.442473e-01   0 2.375219e-01
## 417     5  13  14   7.9226931 3.277535e-01 6.872591e-02   0 1.547240e-01
## 418     5  13  14   7.6338476 1.189469e-01 5.192635e-03   0 5.228701e-01
## 419     5  13  14   6.7139140 1.979532e-01 3.084136e-01   0 4.467229e-01
## 420     5  13  14   5.9751868 1.215133e-01 6.779567e-01   0 2.574787e-01
## 421     5  13  14   5.4220725 8.627206e-01 2.117757e-02   0 7.935920e-01
## 422     5  13  14  71.6127168 8.390829e-02 1.295466e-01   0 7.090201e-02
## 423     5  13  14   5.0098998 8.497155e-04 8.605184e-01   0 6.104129e-01
## 424     5  13  14   5.0490124 1.201464e-01 8.693304e-01   0 2.513897e-01
## 425     5  13  14   5.6868973 9.819697e-01 4.178981e-01   0 8.629328e-01
## 426     5  13  14   3.5716151 1.959249e-01 4.665852e-01   0 4.798461e-01
## 427     5  13  14   4.7166490 1.179875e-01 5.552273e-01   0 9.486912e-01
## 428     5  13  14   5.6428212 1.101430e-01 5.878178e-01   0 4.660158e-01
## 429     5  13  14   3.6407856 6.141593e-01 1.975654e-02   0 5.740830e-01
## 430     5  13  14  16.7732039 1.184511e-01 1.404657e-02   0 2.385911e-01
## 431     5  13  14   7.4053851 9.616100e-01 7.024710e-01   0 1.180925e-01
## 432     5  13  14  17.6690596 8.652928e-02 8.628618e-01   0 7.407511e-02
## 433     5  13  14   4.2479359 6.090755e-01 6.238676e-01   0 8.777062e-01
## 434     5  13  14   4.6260882 9.972352e-02 5.175863e-01   0 9.413480e-01
## 435     5  13  14   5.3065216 2.855130e-01 7.560363e-01   0 1.983082e-01
## 436     5  13  14   4.9121179 1.236873e-01 9.112039e-01   0 2.277080e-01
## 437     5  13  14   6.9299141 7.695404e-01 7.896137e-01   0 9.878849e-01
## 438     5  13  14   5.9892366 7.682306e-02 9.299225e-01   0 9.925064e-01
## 439     5  13  14   2.3368102 3.464661e-01 5.720296e-01   0 3.996574e-01
## 440     5  13  14   4.7562877 1.169931e-01 7.030010e-01   0 5.717357e-01
## 441     5  13  14   7.8022620 4.320532e-01 8.250076e-01   0 8.465985e-02
## 442     5  13  14   4.1451503 1.137822e-01 9.561364e-01   0 7.906689e-01
## 443     5  13  14   7.1979902 3.304185e-01 3.540850e-01   0 8.175844e-01
## 444     5  13  14   5.5534034 1.148725e-01 6.896927e-01   0 3.599089e-01
## 445     5  13  14   6.5585161 1.482834e-01 1.987431e-01   0 7.197254e-01
## 446     5  13  14   4.6344857 1.138217e-01 6.057408e-01   0 6.612917e-01
## 447     5  13  14   2.2825959 9.834007e-01 1.841071e-02   0 6.833285e-01
## 448     5  13  14   2.1737150 2.171500e-01 2.904893e-03   0 9.828061e-01
## 449     5  13  14   5.7721280 4.356441e-01 6.458415e-01   0 8.541721e-01
## 450     5  13  14   5.7603716 1.137528e-01 6.769941e-01   0 3.377011e-01
## 451     5  13  14   4.8593247 3.978377e-01 9.831654e-01   0 4.332813e-01
## 452     5  13  14   4.4910818 1.218651e-01 9.359617e-01   0 3.835000e-01
## 453     5  13  14   2.4398336 9.495573e-01 6.673692e-01   0 8.638078e-02
## 454     5  13  14  16.2076945 1.038696e-01 8.652361e-01   0 6.495076e-02
## 455     5  13  14   6.0022751 5.884218e-01 9.024656e-01   0 8.782129e-01
## 456     5  13  14   4.6784323 9.662106e-02 7.628798e-01   0 9.890624e-01
## 457     5  13  14   2.8064465 8.219319e-02 1.430259e-01   0 5.687500e-01
## 458     5  13  14   6.1373288 1.080266e-01 7.664766e-01   0 2.379427e-01
## 459     5  13  14   3.7615653 8.468754e-02 3.155934e-01   0 3.348887e-01
## 460     5  13  14   5.1110892 1.202455e-01 6.972656e-01   0 4.332875e-01
## 461     5  13  14   7.1673164 5.168911e-01 9.057417e-02   0 6.860668e-01
## 462     5  13  14   7.2584838 1.159636e-01 3.152503e-01   0 3.804410e-01
## 463     5  13  14   3.7356878 4.448745e-01 3.121693e-01   0 2.147126e-01
## 464     5  13  14   3.7921567 1.214195e-01 8.617503e-01   0 9.657615e-01
## 465     5  13  14   6.1496633 8.265970e-02 2.746756e-02   0 4.059618e-01
## 466     5  13  14   6.1467525 1.162455e-01 3.959868e-02   0 6.322199e-01
## 467     5  13  14   4.7519201 1.980473e-01 2.397080e-01   0 1.360144e-02
## 468     5  13  14   5.6809806 1.177220e-01 7.391741e-01   0 2.628375e-01
## 469     5  13  14   4.2306502 3.964168e-02 4.761253e-01   0 8.905243e-01
## 470     5  13  14  20.1436070 5.370826e-02 1.187390e-01   0 4.262383e-01
## 471     5  13  14   2.6772152 6.362118e-01 2.751593e-01   0 2.397127e-01
## 472     5  13  14   6.8494570 1.168797e-01 5.171480e-01   0 2.940967e-01
## 473     5  13  14   2.2016036 9.075531e-02 1.332039e-01   0 5.818358e-01
## 474     5  13  14   8.0036042 1.224574e-01 7.283487e-02   0 4.501939e-01
## 475     5  13  14   4.2247664 4.850378e-02 6.466177e-01   0 1.193939e-01
## 476     5  13  14   5.0970426 1.240830e-01 8.754892e-01   0 2.211745e-01
## 477     5  13  14   6.5602353 2.840874e-01 4.713550e-01   0 8.195650e-01
## 478     5  13  14   4.9221887 1.117501e-01 5.978471e-01   0 6.693893e-01
## 479     5  13  14   7.1140608 5.239690e-01 5.440382e-01   0 8.241389e-01
## 480     5  13  14   4.3337059 1.125082e-01 2.119446e-01   0 9.277508e-01
## 481     5  13  14   3.5076523 9.087377e-01 3.466433e-01   0 4.595033e-03
## 482     5  13  14  21.2351738 8.152314e-02 5.889000e-01   0 7.156530e-02
## 483     5  13  14   5.0549876 2.596111e-01 8.609752e-01   0 8.867403e-01
## 484     5  13  14   5.5833064 7.873825e-02 6.835073e-01   0 9.805142e-01
## 485     5  13  14   3.2523184 3.428522e-01 7.120628e-01   0 1.674432e-01
## 486     5  13  14   4.2860662 1.112140e-01 7.599042e-01   0 9.037717e-01
## 487     5  13  14   3.5956200 5.472031e-01 5.683168e-01   0 5.276023e-01
## 488     5  13  14  16.0585538 4.144589e-02 8.702970e-01   0 1.730822e-01
## 489     5  13  14   2.9816199 8.767554e-01 6.541526e-01   0 1.107729e-01
## 490     5  13  14  28.3558876 6.695889e-02 3.367712e-01   0 8.912870e-02
## 491     5  13  14   6.3469515 9.267782e-01 4.310887e-01   0 7.975206e-01
## 492     5  13  14  23.8628861 9.478610e-02 5.173327e-01   0 7.018064e-02
## 493     5  13  14   5.9221131 2.750164e-01 6.552637e-01   0 9.047450e-01
## 494     5  13  14  10.1156336 5.585075e-02 5.565274e-01   0 9.386297e-01
## 495     5  13  14   2.7169591 4.045409e-01 3.393973e-01   0 6.314622e-01
## 496     5  13  14   5.8871269 1.127356e-01 5.376671e-01   0 4.378531e-01
## 497     5  13  14   6.1220651 4.223466e-01 1.766226e-01   0 9.911109e-01
## 498     5  13  14   4.7313264 1.232534e-01 2.402416e-01   0 7.108913e-01
## 499     5  13  14   7.0545425 8.149743e-01 6.290005e-01   0 5.549955e-01
## 500     5  13  14  37.1449237 8.931213e-02 3.693650e-01   0 6.848054e-02
## 501     5  13  14   7.2109110 7.205685e-01 3.091839e-01   0 3.386339e-01
## 502     5  13  14   7.0475114 1.149421e-01 2.961557e-01   0 4.344804e-01
## 503     5  13  14   4.9968461 9.922875e-01 2.440063e-01   0 1.051033e-01
## 504     5  13  14  16.2161832 9.887174e-02 8.102096e-01   0 6.867878e-02
## 505     5  13  14   2.9412662 6.801895e-01 9.756953e-01   0 7.108963e-01
## 506     5  13  14   4.6178497 1.129362e-01 9.867799e-01   0 3.909334e-01
## 507     5  13  14   2.2271486 2.919606e-01 1.686561e-01   0 5.885007e-01
## 508     5  13  14   5.3541038 8.036490e-02 3.477260e-02   0 9.922004e-01
## 509     5  13  14   2.2894587 4.273890e-01 8.933618e-01   0 2.133409e-01
## 510     5  13  14   4.8314791 1.180695e-01 9.196887e-01   0 3.109430e-01
## 511     5  13  14   6.0416525 7.780928e-01 8.309695e-01   0 3.927895e-02
## 512     5  13  14   7.0130895 8.422194e-02 9.390018e-01   0 2.504501e-01
## 513     5  13  14   7.1132425 3.580102e-01 5.718106e-01   0 1.176445e-01
## 514     5  13  14   4.8326480 1.102867e-01 8.975490e-01   0 4.362102e-01
## 515     5  13  14   2.4098940 1.097100e-01 6.292219e-01   0 2.034532e-02
## 516     5  13  14   4.6737519 1.149893e-01 9.054722e-01   0 3.774043e-01
## 517     5  13  14   7.1391147 9.093956e-01 9.396760e-01   0 3.659646e-01
## 518     5  13  14   8.7839207 6.754303e-01 9.311323e-01   0 1.703151e-01
## 519     5  13  14   7.8917917 6.588513e-01 2.814516e-01   0 2.434688e-01
## 520     5  13  14  16.9622142 1.044204e-01 6.954124e-01   0 6.427003e-02
## 521     5  13  14   6.5282475 2.568779e-01 9.781893e-01   0 8.438177e-01
## 522     5  13  14   4.7048096 1.196650e-01 9.601679e-01   0 2.869675e-01
## 523     5  13  14   3.2713791 7.500570e-01 9.633590e-01   0 2.360061e-01
## 524     5  13  14  13.9223922 8.634140e-02 9.738852e-01   0 7.182912e-02
## 525     5  13  14   4.5571783 7.963503e-01 1.608547e-01   0 7.664351e-02
## 526     5  13  14  23.5669716 8.503442e-02 6.321209e-01   0 7.434716e-02
## 527     5  13  14   7.0252321 6.550842e-01 5.105507e-01   0 4.248960e-01
## 528     5  13  14   4.4834673 1.016309e-01 8.358142e-01   0 9.840517e-01
## 529     5  13  14   5.8755220 7.844466e-01 2.439400e-02   0 8.743885e-01
## 530     5  13  14   9.5902951 1.160475e-01 5.379237e-03   0 4.248880e-01
## 531     5  13  14   7.5092635 9.068034e-01 5.636810e-01   0 1.692780e-01
## 532     5  13  14  16.8727259 9.414972e-02 8.477417e-01   0 6.580797e-02
## 533     5  13  14   6.4732827 9.924218e-02 5.016964e-01   0 4.761640e-01
## 534     5  13  14   6.1880003 1.244152e-01 7.384570e-01   0 1.736706e-01
## 535     5  13  14   2.5401929 7.869560e-01 7.217114e-01   0 1.220776e-01
## 536     5  13  14  25.2490617 7.673221e-02 6.382940e-01   0 7.629349e-02
## 537     5  13  14   2.8578732 4.191845e-01 7.060180e-01   0 4.543188e-01
## 538     5  13  14   4.4884748 1.235312e-01 9.763410e-01   0 2.479283e-01
## 539     5  13  14   4.5944289 4.144409e-01 3.194626e-04   0 6.139580e-01
## 540     5  13  14  11.9817436 1.156187e-01 1.943467e-03   0 3.404203e-01
## 541     5  13  14   7.4710418 9.298492e-01 7.832591e-01   0 5.246597e-02
## 542     5  13  14  24.6894174 7.636623e-02 5.366646e-01   0 7.104924e-02
## 543     5  13  14   2.5856801 3.905893e-01 5.479245e-01   0 5.832691e-01
## 544     5  13  14   4.5726064 1.188402e-01 9.467049e-01   0 3.520791e-01
## 545     5  13  14   5.2416141 6.485067e-01 1.263451e-01   0 7.545269e-01
## 546     5  13  14   7.0522493 1.165001e-01 4.365410e-01   0 3.302658e-01
## 547     5  13  14   2.6776170 7.108666e-01 5.446361e-01   0 6.578879e-01
## 548     5  13  14   4.4215087 1.196755e-01 7.614185e-01   0 5.779340e-01
## 549     5  13  14   2.3488041 8.437249e-02 3.552483e-01   0 9.882436e-01
## 550     5  13  14   4.2477990 1.387604e-01 5.159055e-01   0 6.197730e-01
## 551     5  13  14   6.7967168 8.950715e-01 7.912188e-01   0 5.456979e-01
## 552     5  13  14  14.3886271 9.631797e-02 9.399091e-01   0 6.554540e-02
## 553     5  13  14   3.8971475 7.244844e-01 4.764403e-01   0 4.409402e-01
## 554     5  13  14  16.8292627 8.402011e-02 8.895359e-01   0 6.969061e-02
## 555     5  13  14   7.5881952 4.760011e-01 4.866071e-03   0 9.398398e-01
## 556     5  13  14  12.0441261 7.925961e-02 1.011831e-02   0 9.887802e-01
## 557     5  13  14   2.2995915 6.000578e-02 4.485524e-02   0 5.531420e-01
## 558     5  13  14   5.1653924 1.105155e-01 4.152405e-01   0 6.709279e-01
## 559     5  13  14   6.5833404 5.774472e-01 6.517685e-01   0 5.042766e-01
## 560     5  13  14   4.5856751 1.173407e-01 8.536568e-01   0 5.176002e-01
## 561     5  13  14   6.3113877 3.856112e-01 9.705863e-01   0 7.602969e-01
## 562     5  13  14   4.7064212 1.219563e-01 9.925739e-01   0 2.032052e-01
## 563     5  13  14   7.3917656 5.740939e-01 1.037482e-02   0 4.836653e-01
## 564     5  13  14  10.2748006 1.196568e-01 6.847688e-03   0 3.861839e-01
## 565     5  13  14   3.3836547 2.944917e-01 3.646004e-01   0 1.226364e-01
## 566     5  13  14   9.1383271 1.242565e-01 1.458031e-01   0 3.264165e-01
## 567     5  13  14   7.0697367 5.082860e-01 9.231813e-01   0 2.431356e-01
## 568     5  13  14  14.9588725 9.284001e-02 9.740085e-01   0 6.724858e-02
## 569     5  13  14   4.2758923 1.466457e-01 6.498811e-01   0 1.810509e-01
## 570     5  13  14   5.0363253 1.156440e-01 8.910615e-01   0 2.490845e-01
## 571     5  13  14   3.4310666 4.437416e-01 6.327890e-01   0 1.225460e-01
## 572     5  13  14   5.1495857 1.162290e-01 7.511595e-01   0 3.982789e-01
## 573     5  13  14   7.6875457 4.145076e-01 1.481274e-01   0 2.575479e-01
## 574     5  13  14   5.8662244 1.272792e-01 6.844832e-01   0 2.141228e-01
## 575     5  13  14   4.3090710 9.132334e-02 1.772723e-01   0 5.784558e-01
## 576     5  13  14   4.8938170 1.098135e-01 2.268728e-01   0 8.111529e-01
## 577     5  13  14   4.7893705 7.347353e-01 5.728989e-01   0 7.746813e-01
## 578     5  13  14   4.6962948 1.190496e-01 8.255527e-01   0 4.686694e-01
## 579     5  13  14   5.6503210 2.330465e-02 7.686252e-01   0 6.743259e-01
## 580     5  13  14   4.5217438 1.166700e-01 6.446141e-01   0 7.223293e-01
## 581     5  13  14   4.7096446 5.439652e-01 9.736431e-01   0 2.626130e-02
## 582     5  13  14  14.3094474 4.341267e-02 8.767262e-01   0 1.603692e-01
## 583     5  13  14   7.6156873 2.917862e-01 7.810238e-01   0 6.135069e-01
## 584     5  13  14  18.9335449 8.532515e-02 7.631201e-01   0 7.343703e-02
## 585     5  13  14   6.5294144 8.273442e-01 3.147934e-01   0 3.514546e-01
## 586     5  13  14  21.3318121 9.071879e-02 5.998397e-01   0 6.895434e-02
## 587     5  13  14   2.4055627 5.851085e-01 5.072538e-01   0 8.095544e-01
## 588     5  13  14   5.6034888 1.137262e-01 8.387597e-01   0 2.760993e-01
## 589     5  13  14   2.8385224 1.937648e-01 1.386698e-01   0 6.076255e-01
## 590     5  13  14   6.0855386 1.170190e-01 6.941466e-01   0 2.530626e-01
## 591     5  13  14   6.0198437 1.774768e-01 7.325262e-01   0 8.508231e-02
## 592     5  13  14   6.7940308 1.223665e-01 5.695632e-01   0 2.308880e-01
## 593     5  13  14   7.2012058 2.447498e-01 1.764875e-01   0 7.099609e-01
## 594     5  13  14   5.5428455 1.262427e-01 6.895193e-01   0 2.901115e-01
## 595     5  13  14   2.7273372 5.712202e-01 8.403880e-01   0 6.913082e-01
## 596     5  13  14   4.5210406 1.114851e-01 9.023548e-01   0 6.408308e-01
## 597     5  13  14   4.5276499 7.990104e-01 1.839178e-01   0 8.655614e-01
## 598     5  13  14   4.9724255 8.887729e-02 4.188279e-01   0 9.913581e-01
## 599     5  13  14   4.8128177 2.070451e-01 5.229364e-01   0 3.721867e-01
## 600     5  13  14   6.3619589 1.171411e-01 6.000479e-01   0 2.988234e-01
## 601     5  13  14   2.9475430 6.218281e-01 7.856539e-01   0 8.207683e-02
## 602     5  13  14   4.4132157 1.224514e-01 9.430809e-01   0 3.245365e-01
## 603     5  13  14   3.9420444 1.250343e-01 6.588862e-01   0 4.743871e-01
## 604     5  13  14   4.8043725 9.758164e-02 7.466593e-01   0 8.340588e-01
## 605     5  13  14   5.8174297 3.973014e-02 2.595421e-01   0 9.686305e-03
## 606     5  13  14  38.8001063 6.415078e-02 2.326739e-01   0 9.086602e-02
## 607     5  13  14   6.2536959 6.013063e-02 4.971312e-01   0 6.436604e-01
## 608     5  13  14   4.3968623 1.059431e-01 2.218003e-01   0 9.781875e-01
## 609     5  13  14   6.5313158 6.571995e-01 6.717666e-01   0 1.249160e-01
## 610     5  13  14  15.9233280 9.214100e-02 8.870978e-01   0 6.843167e-02
## 611     5  13  14   7.1490580 9.218619e-01 1.545320e-01   0 6.072331e-01
## 612     5  13  14  62.1012300 8.933527e-02 1.657104e-01   0 6.920546e-02
## 613     5  13  14   4.2290982 3.886337e-01 1.231211e-01   0 1.464312e-01
## 614     5  13  14  12.4039184 1.142743e-01 1.288267e-01   0 2.610042e-01
## 615     5  13  14   6.3743879 5.201887e-01 9.136314e-01   0 3.510439e-01
## 616     5  13  14  14.8161234 8.874964e-02 9.780095e-01   0 6.984546e-02
## 617     5  13  14   2.7933822 2.283301e-01 1.267765e-02   0 9.222124e-01
## 618     5  13  14   6.3194380 1.163110e-01 2.223406e-02   0 6.146839e-01
## 619     5  13  14   4.7098558 3.674283e-01 5.622962e-01   0 3.976884e-01
## 620     5  13  14   4.7333564 1.191121e-01 7.832109e-01   0 4.390034e-01
## 621     5  13  14   7.8303678 1.908146e-01 5.332646e-01   0 8.138820e-01
## 622     5  13  14   5.1716029 1.093522e-01 7.885458e-01   0 5.060559e-01
## 623     5  13  14   7.0870817 1.232291e-03 4.587508e-01   0 5.265947e-01
## 624     5  13  14 270.4048720 1.515417e-02 4.231561e-01   0 2.296615e-01
## 625     5  13  14   4.4880034 3.977724e-01 9.092376e-01   0 8.172659e-01
## 626     5  13  14   4.5330661 1.186746e-01 9.341353e-01   0 3.837265e-01
## 627     5  13  14   7.4725360 6.382422e-02 7.893233e-01   0 5.962315e-01
## 628     5  13  14   4.4513358 1.149567e-01 8.227529e-01   0 5.988224e-01
## 629     5  13  14   7.4178281 4.765729e-03 6.703160e-01   0 2.831602e-01
## 630     5  13  14   5.7523686 1.063891e-01 9.217063e-01   0 9.232578e-01
## 631     5  13  14   5.9975026 7.684467e-02 3.078717e-02   0 4.211275e-02
## 632     5  13  14  10.5930113 1.187938e-01 2.369670e-01   0 2.355867e-01
## 633     5  13  14   6.4425629 3.011129e-01 3.749834e-01   0 9.673487e-02
## 634     5  13  14   5.2477578 1.090729e-01 6.551389e-01   0 5.004826e-01
## 635     5  13  14   4.5974788 5.438259e-01 8.919378e-01   0 8.797279e-01
## 636     5  13  14   4.5253091 1.194545e-01 9.128397e-01   0 3.389312e-01
## 637     5  13  14   6.3976992 1.627288e-01 3.880170e-01   0 9.543998e-01
## 638     5  13  14   4.5222139 1.056375e-01 7.801255e-02   0 9.972829e-01
## 639     5  13  14   6.9522444 6.356699e-01 5.851815e-01   0 5.213552e-01
## 640     5  13  14   4.8755055 1.086654e-01 9.137690e-01   0 4.728375e-01
## 641     5  13  14   3.2222890 4.017780e-01 2.494537e-01   0 7.392696e-01
## 642     5  13  14   6.6526585 1.176974e-01 5.846994e-01   0 2.414628e-01
## 643     5  13  14   2.2345020 8.731788e-01 8.377294e-02   0 6.855891e-01
## 644     5  13  14   6.0271186 1.231383e-01 6.766200e-01   0 2.282297e-01
## 645     5  13  14   5.6548381 5.844449e-01 1.560640e-01   0 1.667890e-01
## 646     5  13  14  15.9144583 3.674516e-02 7.245075e-01   0 2.828011e-01
## 647     5  13  14   3.1560585 4.729427e-01 7.275290e-02   0 8.881720e-01
## 648     5  13  14   9.3577276 1.203581e-01 1.140492e-01   0 3.453662e-01
## 649     5  13  14   3.5829653 7.060732e-01 1.299707e-01   0 1.207845e-01
## 650     5  13  14   6.6746896 1.170462e-01 5.417590e-01   0 2.792411e-01
## 651     5  13  14   2.5299935 5.494268e-01 8.109696e-01   0 4.866656e-01
## 652     5  13  14   4.7618229 1.212090e-01 8.882472e-01   0 3.423606e-01
## 653     5  13  14   4.1691447 8.603807e-01 5.496529e-01   0 1.301651e-01
## 654     5  13  14  11.9342760 5.750931e-01 7.151989e-01   0 2.359111e-01
## 655     5  13  14   4.3256733 1.479330e-01 2.314870e-01   0 3.064218e-01
## 656     5  13  14   4.4545403 1.165631e-01 8.959387e-01   0 5.968491e-01
## 657     5  13  14   7.7434632 9.896962e-01 4.431710e-01   0 8.242915e-01
## 658     5  13  14  43.3383550 1.544544e-01 2.149518e-01   0 8.249546e-02
## 659     5  13  14   7.6286366 5.949340e-01 5.305855e-01   0 6.329835e-01
## 660     5  13  14  14.5502098 9.717565e-02 9.032187e-01   0 6.702005e-02
## 661     5  13  14   7.1319113 4.302815e-01 9.068890e-01   0 6.628672e-01
## 662     5  13  14   4.3183627 1.204601e-01 9.892547e-01   0 3.620474e-01
## 663     5  13  14   4.3412419 6.586922e-02 1.136219e-01   0 2.289599e-01
## 664     5  13  14   5.4534800 1.260360e-01 7.985292e-01   0 1.850734e-01
## 665     5  13  14   3.0232008 7.225439e-01 5.222451e-01   0 7.420054e-01
## 666     5  13  14   4.6850139 1.193386e-01 8.392500e-01   0 3.999474e-01
## 667     5  13  14   2.0614290 3.884122e-01 5.167968e-01   0 6.101585e-01
## 668     5  13  14   4.3552230 1.146682e-01 9.323786e-01   0 5.286480e-01
## 669     5  13  14   5.9082376 9.496796e-01 2.794248e-05   0 9.263244e-01
## 670     5  13  14  14.5781463 1.206005e-01 1.586963e-05   0 2.792025e-01
## 671     5  13  14   5.7918563 3.442692e-01 1.712140e-01   0 8.189314e-01
## 672     5  13  14   8.1286645 1.154618e-01 6.242616e-02   0 4.744332e-01
## 673     5  13  14   6.5222998 1.898739e-01 9.723184e-01   0 8.432170e-01
## 674     5  13  14   4.7000946 1.072814e-01 9.100305e-01   0 5.884920e-01
## 675     5  13  14   5.9225554 4.965960e-01 5.791315e-01   0 3.707672e-01
## 676     5  13  14   4.8707611 1.179912e-01 8.917085e-01   0 3.053166e-01
## 677     5  13  14   2.4923763 2.096430e-01 8.397477e-01   0 3.168873e-01
## 678     5  13  14   4.7920810 1.131191e-01 9.087391e-01   0 3.976945e-01
## 679     5  13  14   4.9165299 2.491432e-01 9.509056e-01   0 6.680279e-01
## 680     5  13  14   4.3368920 1.153538e-01 9.552247e-01   0 5.191266e-01
## 681     5  13  14   6.8274352 9.051560e-01 9.857843e-01   0 1.221673e-01
## 682     5  13  14  14.1265983 9.759733e-02 9.711429e-01   0 6.510467e-02
## 683     5  13  14   2.5546294 2.288815e-01 5.813245e-01   0 9.384935e-02
## 684     5  13  14   4.5435161 1.179088e-01 8.498305e-01   0 5.692640e-01
## 685     5  13  14   7.8920816 6.592760e-01 5.352075e-01   0 1.060237e-01
## 686     5  13  14  15.3547122 5.442556e-02 8.932673e-01   0 9.855559e-02
## 687     5  13  14   4.9381228 1.595298e-01 6.328601e-01   0 1.963361e-02
## 688     5  13  14   4.9793860 1.140109e-01 7.788926e-01   0 4.678976e-01
## 689     5  13  14   5.3725155 1.857857e-01 1.167693e-01   0 8.471093e-01
## 690     5  13  14   6.0457198 1.100173e-01 4.925280e-01   0 4.674726e-01
## 691     5  13  14   7.4884731 8.174816e-01 3.232354e-01   0 8.216062e-02
## 692     5  13  14  23.7192334 8.612919e-02 5.478780e-01   0 6.808188e-02
## 693     5  13  14   6.4773648 2.321014e-01 5.880984e-01   0 5.667143e-01
## 694     5  13  14   5.2750236 1.163255e-01 8.020862e-01   0 3.335042e-01
## 695     5  13  14   3.1737148 2.522091e-01 9.680334e-01   0 1.379166e-02
## 696     5  13  14   4.6901745 1.177654e-01 9.832145e-01   0 2.778815e-01
## 697     5  13  14   7.2984243 8.385228e-01 3.463165e-01   0 3.089994e-01
## 698     5  13  14  18.3245011 9.393835e-02 7.645745e-01   0 6.680103e-02
## 699     5  13  14   5.7569087 6.390487e-01 8.780762e-01   0 9.499115e-01
## 700     5  13  14   5.0895057 1.144404e-01 8.150533e-01   0 3.474482e-01
## 701     5  13  14   4.6299034 2.716652e-02 2.262527e-01   0 5.245373e-01
## 702     5  13  14   4.7675831 9.654824e-02 2.128011e-01   0 9.878692e-01
## 703     5  13  14   6.3566381 6.963084e-01 3.802336e-01   0 7.293501e-01
## 704     5  13  14   4.6580357 1.142703e-01 8.401401e-01   0 5.179003e-01
## 705     5  13  14   6.2852381 5.437523e-01 3.356264e-01   0 3.056139e-01
## 706     5  13  14   6.2542917 1.154856e-01 4.518042e-01   0 4.319064e-01
## 707     5  13  14   6.1939802 3.961472e-01 3.905696e-01   0 1.231829e-01
## 708     5  13  14   5.7314303 1.119486e-01 7.467430e-01   0 2.768900e-01
## 709     5  13  14   7.3923808 2.045851e-01 3.887389e-04   0 8.074681e-01
## 710     5  13  14   5.1492183 1.076964e-01 1.170678e-03   0 8.004282e-01
## 711     5  13  14   2.4896569 4.362042e-01 6.691797e-01   0 4.067755e-01
## 712     5  13  14   4.7323702 1.144869e-01 8.552093e-01   0 4.420922e-01
## 713     5  13  14   2.4648212 8.816745e-01 9.168934e-02   0 9.484272e-01
## 714     5  13  14  14.3082917 1.196143e-01 7.715391e-02   0 2.365727e-01
## 715     5  13  14   3.4548262 3.646420e-01 5.081448e-01   0 8.330870e-01
## 716     5  13  14   4.1647962 1.118238e-01 7.367392e-01   0 8.859598e-01
## 717     5  13  14   7.0791862 1.013953e-01 8.351301e-02   0 6.092157e-01
## 718     5  13  14   5.0023207 1.202439e-01 3.212605e-01   0 6.672400e-01
## 719     5  13  14   3.9558951 7.532360e-01 7.753309e-01   0 7.514971e-01
## 720     5  13  14  21.0635418 8.776933e-02 7.118969e-01   0 6.972705e-02
## 721     5  13  14   3.0126977 8.487250e-01 8.560538e-01   0 7.353210e-01
## 722     5  13  14   4.5372352 1.217271e-01 9.797247e-01   0 2.596482e-01
## 723     5  13  14   2.1824401 2.435646e-01 3.160291e-01   0 2.545023e-01
## 724     5  13  14   6.2411872 1.152415e-01 4.857497e-01   0 4.234462e-01
## 725     5  13  14   7.5186550 8.660139e-01 9.599413e-02   0 6.990077e-01
## 726     5  13  14  38.5139721 8.543661e-02 3.289778e-01   0 7.137701e-02
## 727     5  13  14   7.7293318 2.008360e-01 1.174347e-01   0 8.712914e-01
## 728     5  13  14  11.6183638 5.008544e-02 1.149277e-01   0 7.748777e-01
## 729     5  13  14   5.3355179 5.377664e-01 4.302694e-01   0 8.386818e-01
## 730     5  13  14   6.7903354 1.208223e-01 4.930676e-01   0 2.985160e-01
## 731     5  13  14   2.6439715 3.120449e-01 1.900455e-02   0 8.170966e-01
## 732     5  13  14  16.2715424 1.232341e-01 2.286759e-02   0 2.348125e-01
## 733     5  13  14   4.2508725 3.743156e-01 2.645283e-01   0 5.083288e-01
## 734     5  13  14   5.0283559 1.217388e-01 8.828706e-01   0 2.609395e-01
## 735     5  13  14   5.7311561 8.916406e-01 4.693953e-01   0 3.782485e-02
## 736     5  13  14  22.7347414 9.394759e-02 5.755283e-01   0 6.630223e-02
## 737     5  13  14   4.6790630 1.909633e-01 8.044888e-02   0 4.271990e-01
## 738     5  13  14   8.4355789 1.208300e-01 3.589701e-01   0 2.544485e-01
## 739     5  13  14   3.5993562 3.445265e-02 5.130689e-01   0 8.686412e-01
## 740     5  13  14  12.7031667 5.985950e-02 4.214246e-01   0 5.018353e-01
## 741     5  13  14   5.3779814 2.835944e-01 9.873156e-01   0 4.188535e-01
## 742     5  13  14   4.3635243 1.217553e-01 9.906102e-01   0 2.966407e-01
## 743     5  13  14   4.5509646 1.749660e-01 5.709305e-01   0 1.772400e-02
## 744     5  13  14   4.6838649 1.164510e-01 8.182464e-01   0 4.678305e-01
## 745     5  13  14   6.3907440 8.111677e-01 9.883470e-01   0 9.296643e-01
## 746     5  13  14   4.6472758 1.256370e-01 9.718064e-01   0 2.458463e-01
## 747     5  13  14   5.1839039 7.622127e-02 2.387319e-02   0 2.100693e-01
## 748     5  13  14  11.5342782 1.172485e-01 1.468227e-01   0 2.739377e-01
## 749     5  13  14   4.3737603 8.162286e-01 2.404068e-01   0 1.380353e-01
## 750     5  13  14  16.5589789 9.558279e-02 7.606609e-01   0 6.564375e-02
## 751     5  13  14   3.7485808 7.285152e-01 6.975777e-01   0 9.628177e-01
## 752     5  13  14   2.9902437 1.505823e-01 9.273552e-01   0 9.639928e-01
## 753     5  13  14   3.3509709 3.056118e-01 8.918101e-01   0 8.720747e-01
## 754     5  13  14   4.6558241 1.142305e-01 9.284945e-01   0 5.128407e-01
## 755     5  13  14   6.6174825 3.732578e-01 5.644431e-01   0 8.113814e-01
## 756     5  13  14   6.8092633 1.136645e-01 1.672494e-01   0 5.074365e-01
## 757     5  13  14   5.9337771 9.565873e-01 5.982896e-01   0 8.236576e-02
## 758     5  13  14   8.5701220 6.016259e-02 9.600452e-01   0 3.411786e-01
## 759     5  13  14   2.6653504 3.115575e-01 9.043798e-01   0 1.547089e-01
## 760     5  13  14   4.5637187 1.186523e-01 9.922881e-01   0 3.212840e-01
## 761     5  13  14   5.4241550 8.867397e-01 3.582111e-01   0 6.991989e-01
## 762     5  13  14  10.3276877 9.802507e-01 3.632088e-01   0 2.731717e-01
## 763     5  13  14   4.6240611 6.605245e-01 8.040183e-01   0 5.272267e-01
## 764     5  13  14   4.5364320 1.234351e-01 9.530434e-01   0 2.841101e-01
## 765     5  13  14   5.3262556 6.850681e-01 5.445904e-01   0 3.613129e-01
## 766     5  13  14  22.6491836 8.591545e-02 6.555159e-01   0 7.248531e-02
## 767     5  13  14   7.0169157 2.076843e-01 2.685769e-01   0 7.750351e-01
## 768     5  13  14   5.2658760 1.134605e-01 7.583177e-01   0 3.811118e-01
## 769     5  13  14   7.0343120 2.416922e-01 2.334016e-01   0 9.760161e-01
## 770     5  13  14   4.5170031 1.086978e-01 4.470243e-01   0 8.302477e-01
## 771     5  13  14   3.8373326 9.031427e-01 5.134890e-01   0 1.065542e-01
## 772     5  13  14  18.5572237 4.772834e-02 6.868353e-01   0 1.391733e-01
## 773     5  13  14   2.4966730 8.608924e-01 4.491901e-01   0 7.926931e-01
## 774     5  13  14   4.7305984 1.163872e-01 8.569876e-01   0 4.781839e-01
## 775     5  13  14   4.8950159 5.331977e-01 5.872424e-01   0 1.297223e-01
## 776     5  13  14   5.0715170 1.159545e-01 8.678389e-01   0 3.379550e-01
## 777     5  13  14   2.6209506 1.786684e-01 4.065818e-01   0 3.189643e-01
## 778     5  13  14   4.3266038 1.103369e-01 3.817796e-02   0 9.514172e-01
## 779     5  13  14   6.7561466 2.804705e-01 1.390250e-01   0 8.145799e-01
## 780     5  13  14   5.0654637 1.115393e-01 3.753838e-01   0 7.023698e-01
## 781     5  13  14   3.5889032 8.904802e-01 7.728690e-01   0 3.354196e-01
## 782     5  13  14  14.7046092 9.392409e-02 9.426054e-01   0 6.851003e-02
## 783     5  13  14   6.4351242 6.729532e-01 4.612696e-01   0 9.604323e-01
## 784     5  13  14   4.6034178 1.067510e-01 5.789882e-02   0 8.887100e-01
## 785     5  13  14   7.8721404 4.972478e-02 9.149854e-01   0 1.718219e-01
## 786     5  13  14   4.1836150 1.164984e-01 9.633027e-01   0 6.179908e-01
## 787     5  13  14   3.3165604 9.761182e-01 7.169121e-01   0 9.368209e-01
## 788     5  13  14   3.2044786 1.473286e-01 5.035189e-01   0 9.573796e-01
## 789     5  13  14   2.6039047 5.977799e-01 9.602224e-01   0 1.717827e-01
## 790     5  13  14   4.2217142 1.150296e-01 9.889287e-01   0 4.943480e-01
## 791     5  13  14   3.3595452 1.767354e-01 3.789082e-01   0 1.955135e-01
## 792     5  13  14   4.5032258 1.179426e-01 9.284086e-01   0 3.659765e-01
## 793     5  13  14   7.7488365 7.617899e-01 2.863160e-01   0 8.517395e-01
## 794     5  13  14   6.4436936 1.128286e-01 6.264904e-01   0 2.744416e-01
## 795     5  13  14   4.8647109 9.224039e-02 9.486053e-03   0 7.170796e-01
## 796     5  13  14  10.7861008 1.112133e-01 2.760165e-04   0 3.905956e-01
## 797     5  13  14   6.4174334 8.185043e-01 1.776197e-01   0 2.085577e-01
## 798     5  13  14  18.7030681 9.979013e-02 6.524120e-01   0 6.556555e-02
## 799     5  13  14   5.5540008 9.383889e-01 8.056351e-01   0 8.248886e-01
## 800     5  13  14   4.6582471 1.206143e-01 7.167011e-01   0 5.245914e-01
## 801     5  13  14   5.2781447 4.759977e-01 4.333688e-01   0 6.251510e-02
## 802     5  13  14  18.2909475 7.893707e-02 7.755675e-01   0 7.033349e-02
## 803     5  13  14   6.6794487 4.013300e-01 9.091948e-01   0 7.692921e-01
## 804     5  13  14  13.9242930 5.328094e-02 9.869363e-01   0 1.078648e-01
## 805     5  13  14   2.8732586 5.492776e-01 2.539440e-01   0 6.555142e-02
## 806     5  13  14   5.1920034 1.104510e-01 7.543570e-01   0 4.399309e-01
## 807     5  13  14   5.9749814 2.677861e-01 9.650358e-01   0 7.662714e-01
## 808     5  13  14   4.0342965 1.126982e-01 9.826835e-01   0 9.860526e-01
## 809     5  13  14   5.1134450 9.703007e-01 8.495976e-03   0 4.409868e-02
## 810     5  13  14 217.3941685 6.501029e-02 7.650904e-03   0 8.804759e-02
## 811     5  13  14   4.7173395 9.572007e-02 2.029683e-01   0 3.634971e-01
## 812     5  13  14   5.2073194 1.276976e-01 7.381601e-01   0 2.960530e-01
## 813     5  13  14   2.6243313 7.268609e-02 8.665626e-01   0 7.881967e-02
## 814     5  13  14   4.8968326 1.289594e-01 9.283384e-01   0 1.734706e-01
## 815     5  13  14   2.8744425 5.728717e-01 3.178464e-01   0 1.753035e-01
## 816     5  13  14   4.6853509 1.206158e-01 8.797689e-01   0 3.242991e-01
## 817     5  13  14   2.1264831 5.711915e-01 7.901129e-01   0 1.020745e-01
## 818     5  13  14   4.5222360 1.192058e-01 7.092038e-01   0 6.362692e-01
## 819     5  13  14   4.1125391 2.620879e-01 5.873626e-01   0 1.752466e-01
## 820     5  13  14   4.7122285 1.151047e-01 8.840361e-01   0 3.692101e-01
## 821     5  13  14   4.1429996 6.411003e-01 8.079806e-01   0 7.608387e-01
## 822     5  13  14   5.4965922 1.151147e-01 6.180776e-01   0 4.366288e-01
## 823     5  13  14   6.1211363 2.425290e-01 9.455805e-01   0 8.510106e-01
## 824     5  13  14   4.4986793 1.110008e-01 9.837352e-01   0 5.368348e-01
## 825     5  13  14   5.4600083 2.576559e-01 7.785197e-01   0 8.832644e-01
## 826     5  13  14   4.8800183 1.139277e-01 7.454499e-01   0 5.343904e-01
## 827     5  13  14   3.9655556 3.775530e-01 9.716249e-01   0 8.564134e-02
## 828     5  13  14   4.5111541 1.266403e-01 9.056128e-01   0 2.715528e-01
## 829     5  13  14   5.2046535 1.807632e-01 9.387551e-01   0 8.967251e-01
## 830     5  13  14   4.5447001 1.119283e-01 8.975151e-01   0 5.099266e-01
## 831     5  13  14   2.9051472 9.244592e-01 1.143040e-01   0 9.996524e-01
## 832     5  13  14   4.1648070 1.097909e-01 1.182464e-01   0 9.996392e-01
## 833     5  13  14   6.9897754 1.730830e-01 8.369775e-01   0 5.131451e-02
## 834     5  13  14   4.7763379 1.146357e-01 8.768112e-01   0 4.783758e-01
## 835     5  13  14   2.4841596 8.221226e-01 4.408525e-01   0 5.590135e-01
## 836     5  13  14   4.2134704 1.121623e-01 2.266226e-01   0 9.364226e-01
## 837     5  13  14   4.5760742 9.042213e-01 9.570007e-01   0 2.972455e-01
## 838     5  13  14  15.1072491 8.994546e-02 9.359954e-01   0 6.791307e-02
## 839     5  13  14   4.5605968 4.622246e-01 2.133146e-02   0 2.392422e-01
## 840     5  13  14  12.7365731 1.274571e-01 1.635044e-01   0 2.027798e-01
## 841     5  13  14   6.1623424 8.838692e-01 2.533699e-01   0 4.868831e-01
## 842     5  13  14  24.5200475 8.807077e-02 5.628557e-01   0 6.708349e-02
## 843     5  13  14   4.3963454 2.320663e-01 5.524969e-01   0 3.336560e-01
## 844     5  13  14   5.1190771 1.110297e-01 8.319820e-01   0 4.006467e-01
## 845     5  13  14   7.1341557 2.306916e-01 8.475773e-01   0 5.327916e-01
## 846     5  13  14   4.6185323 1.146666e-01 9.021806e-01   0 4.541698e-01
## 847     5  13  14   5.4445881 6.900837e-01 2.366500e-01   0 2.030036e-01
## 848     5  13  14  12.0875239 1.198391e-01 2.977241e-02   0 3.135779e-01
## 849     5  13  14   4.9944961 6.809407e-01 2.490454e-01   0 2.463516e-01
## 850     5  13  14  17.5512721 6.465476e-02 6.525543e-01   0 9.697396e-02
## 851     5  13  14   7.8704042 7.435025e-01 7.092395e-02   0 1.814768e-01
## 852     5  13  14  39.0616830 5.905088e-02 1.222013e-01   0 1.410218e-01
## 853     5  13  14   6.9493218 2.392144e-01 4.207492e-01   0 2.524451e-01
## 854     5  13  14   4.9377968 1.102258e-01 7.996638e-01   0 5.025587e-01
## 855     5  13  14   6.2407524 3.596199e-01 7.008674e-01   0 3.543790e-01
## 856     5  13  14   4.9219116 1.115194e-01 9.263745e-01   0 3.692516e-01
## 857     5  13  14   4.3700874 8.683844e-01 5.752707e-01   0 1.943552e-01
## 858     5  13  14  25.9473278 6.197333e-02 3.925946e-01   0 9.562968e-02
## 859     5  13  14   2.8220662 3.969962e-01 3.282541e-02   0 6.733781e-01
## 860     5  13  14  13.9403883 1.125336e-01 3.471259e-02   0 2.769659e-01
## 861     5  13  14   4.7629247 3.737468e-02 3.886151e-02   0 6.940458e-01
## 862     5  13  14   6.0056858 1.216873e-01 2.192787e-01   0 5.470850e-01
## 863     5  13  14   3.2110365 6.745384e-01 3.020478e-03   0 6.221871e-01
## 864     5  13  14   4.5049189 1.038112e-01 3.737875e-03   0 9.500842e-01
## 865     5  13  14   7.4466782 2.143533e-02 2.342086e-01   0 7.370979e-01
## 866     5  13  14   6.0482956 1.134659e-01 4.213231e-01   0 4.683250e-01
## 867     5  13  14   7.6129186 8.081065e-02 2.984804e-01   0 8.722017e-01
## 868     5  13  14   4.4602314 1.269571e-01 2.900900e-01   0 7.240591e-01
## 869     5  13  14   4.2811720 2.877211e-02 3.117340e-01   0 9.611771e-01
## 870     5  13  14   6.5909212 1.136616e-01 6.146033e-01   0 2.906141e-01
## 871     5  13  14   2.2381486 3.095348e-01 2.181834e-01   0 2.520391e-01
## 872     5  13  14   4.8028523 1.191859e-01 8.546100e-01   0 3.916627e-01
## 873     5  13  14   4.4138690 4.835704e-01 9.642294e-01   0 1.038582e-01
## 874     5  13  14   4.2414419 1.100089e-01 9.741146e-01   0 9.064797e-01
## 875     5  13  14   5.3171465 3.522858e-01 2.972182e-02   0 3.882629e-01
## 876     5  13  14   7.1182871 1.179219e-01 3.618804e-01   0 3.663273e-01
## 877     5  13  14   3.7549681 1.830717e-01 1.669812e-01   0 4.902510e-01
## 878     5  13  14   6.4451790 1.161738e-01 5.576892e-01   0 2.839349e-01
## 879     5  13  14   7.6004145 7.548450e-01 1.141820e-01   0 5.252669e-01
## 880     5  13  14 166.7277991 8.011639e-02 1.594699e-02   0 6.770641e-02
## 881     5  13  14   4.4306653 8.427228e-01 4.948886e-01   0 4.603245e-01
## 882     5  13  14   5.4913741 1.190055e-01 7.046345e-01   0 4.255080e-01
## 883     5  13  14   5.2030553 9.454101e-01 6.137207e-01   0 1.666846e-01
## 884     5  13  14  20.6509604 9.044648e-02 6.560091e-01   0 6.605890e-02
## 885     5  13  14   5.6074547 3.791550e-01 1.973477e-01   0 9.813334e-01
## 886     5  13  14   4.2813063 1.030159e-01 2.073391e-01   0 9.768154e-01
## 887     5  13  14   7.9773922 8.131165e-01 2.843550e-01   0 6.265020e-01
## 888     5  13  14  40.9705833 8.621515e-02 2.874134e-01   0 6.911611e-02
## 889     5  13  14   2.7203413 2.014065e-01 6.087230e-01   0 4.081820e-01
## 890     5  13  14   5.5088006 1.170435e-01 7.430777e-01   0 2.888239e-01
## 891     5  13  14   4.7013595 3.554677e-01 5.575613e-01   0 2.623258e-01
## 892     5  13  14   4.8711895 1.093265e-01 8.743040e-01   0 4.287966e-01
## 893     5  13  14   6.8113037 3.146083e-01 5.793940e-01   0 6.770065e-01
## 894     5  13  14   4.9474190 1.172547e-01 8.553741e-01   0 3.596521e-01
## 895     5  13  14   4.9736063 5.307231e-01 4.488123e-01   0 6.748499e-01
## 896     5  13  14   4.9741379 1.084465e-01 3.619067e-01   0 7.304417e-01
## 897     5  13  14   6.0816097 7.350767e-01 7.831967e-03   0 8.309651e-01
## 898     5  13  14  17.3046182 1.179932e-01 5.368120e-03   0 2.414755e-01
## 899     5  13  14   5.8474900 4.886319e-01 1.423586e-01   0 8.441958e-01
## 900     5  13  14   8.8236660 1.155489e-01 2.844086e-01   0 2.875210e-01
## 901     5  13  14   2.7259034 1.077452e-01 8.446323e-03   0 7.897354e-01
## 902     5  13  14  11.8057017 1.236172e-01 2.430219e-03   0 3.273981e-01
## 903     5  13  14   4.0412232 1.873493e-01 6.544701e-02   0 5.050308e-01
## 904     5  13  14   9.2031106 1.181094e-01 2.753862e-01   0 2.786285e-01
## 905     5  13  14   5.0632477 7.415705e-02 3.835068e-01   0 2.697916e-01
## 906     5  13  14   5.2171288 1.180946e-01 8.196059e-01   0 3.124262e-01
## 907     5  13  14   2.9058666 7.199936e-01 1.873435e-02   0 4.422583e-01
## 908     5  13  14   6.4569796 1.122448e-01 1.844056e-01   0 5.458655e-01
## 909     5  13  14   2.7781770 4.024197e-01 2.665566e-01   0 6.583120e-01
## 910     5  13  14   5.3000029 1.219744e-01 6.609170e-01   0 3.755266e-01
## 911     5  13  14   4.5697242 5.342679e-01 5.986180e-01   0 8.992713e-01
## 912     5  13  14   4.6591052 1.153102e-01 7.065314e-01   0 5.770502e-01
## 913     5  13  14   3.3932237 5.022307e-02 7.402159e-02   0 4.385211e-02
## 914     5  13  14   6.7186166 1.241657e-01 5.496766e-01   0 2.467046e-01
## 915     5  13  14   7.8594155 7.116978e-01 6.573928e-01   0 6.924891e-01
## 916     5  13  14  14.6567226 4.569058e-02 8.113459e-01   0 1.700783e-01
## 917     5  13  14   2.5413073 1.990442e-02 2.340315e-02   0 4.835330e-02
## 918     5  13  14   6.2530779 1.154811e-01 6.317805e-01   0 2.890541e-01
## 919     5  13  14   3.6937348 2.181932e-01 9.552782e-01   0 9.471084e-01
## 920     5  13  14   3.9752511 1.160100e-01 9.733067e-01   0 7.885054e-01
## 921     5  13  14   5.2423970 1.348516e-01 2.071655e-01   0 7.879612e-01
## 922     5  13  14   5.9572852 1.213955e-01 6.780833e-01   0 2.385523e-01
## 923     5  13  14   5.9570317 4.094091e-01 9.029300e-01   0 6.573759e-01
## 924     5  13  14   4.7135882 1.170710e-01 9.021693e-01   0 3.350121e-01
## 925     5  13  14   4.3608274 3.820371e-01 2.906368e-01   0 9.918229e-01
## 926     5  13  14   2.7426716 1.717196e-01 3.710311e-01   0 9.833717e-01
## 927     5  13  14   7.6787901 6.212918e-01 8.060527e-01   0 6.009077e-01
## 928     5  13  14  16.0038382 9.170995e-02 7.945638e-01   0 6.537984e-02
## 929     5  13  14   3.8094155 8.067460e-01 5.569896e-01   0 1.879734e-01
## 930     5  13  14  20.2227852 9.057935e-02 7.030068e-01   0 7.139750e-02
## 931     5  13  14   6.8779426 7.451169e-02 9.988189e-01   0 4.348238e-02
## 932     5  13  14   4.0540903 1.166996e-01 9.996875e-01   0 6.526620e-01
## 933     5  13  14   7.8522787 9.388460e-01 7.495554e-01   0 4.495999e-01
## 934     5  13  14  17.7815638 5.026683e-02 6.179458e-01   0 1.511912e-01
## 935     5  13  14   4.5268829 6.792365e-01 1.296534e-01   0 7.008375e-01
## 936     5  13  14  17.8624593 8.749388e-02 8.081190e-01   0 7.319404e-02
## 937     5  13  14   2.1864052 5.730868e-01 6.654670e-01   0 8.562270e-01
## 938     5  13  14   4.8928235 1.258372e-01 8.481571e-01   0 2.623885e-01
## 939     5  13  14   6.8384125 5.643719e-01 3.069691e-01   0 1.014699e-01
## 940     5  13  14  17.6286015 9.280515e-02 8.319772e-01   0 7.197767e-02
## 941     5  13  14   2.9492259 9.718258e-01 2.080177e-01   0 3.893577e-01
## 942     5  13  14   2.5667473 1.762761e-01 1.241183e-01   0 9.810739e-01
## 943     5  13  14   5.4990999 9.748643e-01 8.315896e-01   0 1.517075e-01
## 944     5  13  14  16.3195922 1.171075e-01 7.418737e-01   0 6.563881e-02
## 945     5  13  14   3.3601997 4.949984e-01 9.107481e-01   0 9.308829e-01
## 946     5  13  14   4.5866210 1.144103e-01 8.623161e-01   0 4.827291e-01
## 947     5  13  14   5.0509491 7.036627e-01 1.342511e-01   0 7.883949e-01
## 948     5  13  14   4.8924183 1.243481e-01 9.389093e-01   0 2.114258e-01
## 949     5  13  14   4.6556898 1.497482e-01 9.600933e-01   0 5.932374e-01
## 950     5  13  14   4.1992301 1.240570e-01 9.871284e-01   0 3.327313e-01
## 951     5  13  14   6.7547460 9.481433e-01 2.019823e-01   0 8.493096e-01
## 952     5  13  14   5.9108721 1.139773e-01 2.768471e-01   0 6.002298e-01
## 953     5  13  14   6.0086017 5.857391e-01 7.182103e-01   0 5.196487e-01
## 954     5  13  14  14.1113756 5.724284e-02 6.646933e-01   0 1.866002e-01
## 955     5  13  14   7.0105450 2.747561e-02 4.583478e-01   0 7.726140e-01
## 956     5  13  14  86.1743758 5.191669e-02 2.738859e-02   0 1.188236e-01
## 957     5  13  14   5.4576253 9.475242e-01 6.898215e-01   0 2.984594e-01
## 958     5  13  14  35.6380796 9.310938e-02 3.529753e-01   0 6.709918e-02
## 959     5  13  14   4.8046334 3.975559e-01 2.681491e-01   0 3.423561e-01
## 960     5  13  14   5.6488207 1.152742e-01 6.311421e-01   0 4.296787e-01
## 961     5  13  14   3.0920759 1.907099e-01 3.557587e-01   0 8.737596e-01
## 962     5  13  14   4.8242608 1.167330e-01 5.267178e-01   0 6.354354e-01
## 963     5  13  14   6.8048030 2.020687e-01 5.347694e-01   0 4.509421e-01
## 964     5  13  14   4.6820191 9.779278e-02 3.303142e-01   0 9.719649e-01
## 965     5  13  14   4.3924512 6.670374e-01 5.095005e-02   0 7.818881e-01
## 966     5  13  14   7.1742167 1.081029e-01 2.101488e-01   0 5.058741e-01
## 967     5  13  14   6.5793713 5.346917e-01 8.527785e-01   0 3.345018e-01
## 968     5  13  14  16.8287838 8.741232e-02 8.613021e-01   0 7.265313e-02
## 969     5  13  14   5.9896595 3.061334e-01 3.161164e-01   0 4.600195e-01
## 970     5  13  14   5.2832824 1.199253e-01 7.128977e-01   0 3.530611e-01
## 971     5  13  14   3.4140009 8.027517e-01 9.260375e-01   0 6.834684e-01
## 972     5  13  14   4.9864256 1.239122e-01 8.516123e-01   0 2.883106e-01
## 973     5  13  14   6.1954185 7.309262e-01 2.147819e-01   0 1.515700e-01
## 974     5  13  14   5.3710351 1.131322e-01 3.851983e-01   0 6.330554e-01
## 975     5  13  14   4.7913699 3.489695e-01 6.421302e-01   0 5.204914e-01
## 976     5  13  14   6.0004148 1.268605e-01 6.600181e-01   0 2.179033e-01
## 977     5  13  14   2.4540685 9.320217e-01 9.452243e-02   0 1.987258e-01
## 978     5  13  14  37.3168280 6.215134e-02 3.740965e-01   0 8.365659e-02
## 979     5  13  14   2.2866343 6.638125e-01 4.913529e-01   0 4.002981e-01
## 980     5  13  14   6.0654426 1.217178e-01 5.438315e-01   0 3.284373e-01
## 981     5  13  14   7.7829396 2.862968e-01 3.351542e-01   0 8.707991e-01
## 982     5  13  14  18.6910682 5.910115e-02 1.099520e-01   0 5.352926e-01
## 983     5  13  14   4.5331590 5.517727e-01 4.573730e-02   0 5.640167e-01
## 984     5  13  14   6.2493846 1.174284e-01 4.315688e-01   0 4.038147e-01
## 985     5  13  14   2.4878554 1.492178e-02 8.866445e-01   0 5.495823e-01
## 986     5  13  14   4.2474098 1.066957e-01 7.952974e-01   0 9.240440e-01
## 987     5  13  14   3.4275426 7.853901e-01 7.055256e-01   0 1.697795e-01
## 988     5  13  14  15.0819883 3.883608e-02 9.860067e-01   0 1.865872e-01
## 989     5  13  14   6.1996633 5.243934e-01 4.648790e-01   0 3.104147e-01
## 990     5  13  14   5.0387004 1.145961e-01 7.654778e-01   0 3.899242e-01
## 991     5  13  14   7.4107273 8.427025e-01 9.934605e-01   0 8.337075e-01
## 992     5  13  14   4.0915962 1.135527e-01 9.989785e-01   0 9.041142e-01
## 993     5  13  14   5.3670649 7.939133e-01 2.136969e-01   0 6.724487e-01
## 994     5  13  14  27.3863747 3.754103e-02 2.716949e-01   0 2.600995e-01
## 995     5  13  14   6.2118779 6.936299e-01 9.425339e-01   0 2.480556e-01
## 996     5  13  14  14.2810649 8.328853e-02 9.540989e-01   0 7.009146e-02
## 997     5  13  14   7.2715460 8.600064e-01 6.819472e-01   0 3.796985e-01
## 998     5  13  14  16.5411103 9.070350e-02 8.665185e-01   0 7.211576e-02
## 999     5  13  14   4.7073110 7.715245e-01 1.799714e-01   0 3.261700e-01
## 1000    5  13  14  18.0488164 9.279986e-02 7.854814e-01   0 6.820055e-02
## 1001    5  13  14   6.3855594 5.214538e-01 9.267549e-01   0 2.703376e-01
## 1002    5  13  14  15.3088853 8.494328e-02 8.904140e-01   0 6.868528e-02
## 1003    5  13  14   7.7856857 3.433007e-01 4.241651e-01   0 9.968405e-01
## 1004    5  13  14   2.9377371 1.519046e-01 5.483275e-01   0 9.883470e-01
## 1005    5  13  14   7.5059312 7.972175e-02 6.763748e-02   0 6.755092e-01
## 1006    5  13  14  13.0907874 1.206366e-01 1.052520e-01   0 2.356488e-01
## 1007    5  13  14   6.4607964 4.717791e-01 8.295128e-01   0 2.093158e-02
## 1008    5  13  14   4.1155157 1.166148e-01 9.148754e-01   0 8.066139e-01
## 1009    5  13  14   2.4642466 5.458077e-01 3.934994e-02   0 2.043143e-01
## 1010    5  13  14   4.5779168 1.099182e-01 1.553076e-01   0 8.955216e-01
## 1011    5  13  14   6.8616956 4.006451e-01 3.186568e-01   0 7.435316e-01
## 1012    5  13  14   4.6678290 1.115242e-01 6.741901e-01   0 7.073358e-01
## 1013    5  13  14   3.1037640 4.156445e-01 2.356618e-01   0 8.127500e-01
## 1014    5  13  14   5.1387689 1.243144e-01 7.174902e-01   0 3.385459e-01
## 1015    5  13  14   5.5847942 6.217636e-01 4.698351e-01   0 5.139888e-02
## 1016    5  13  14  17.1284135 8.528078e-02 8.810322e-01   0 6.926282e-02
## 1017    5  13  14   6.6570768 5.375563e-01 4.140525e-01   0 4.889198e-01
## 1018    5  13  14  24.7204403 8.748469e-02 5.437644e-01   0 7.006929e-02
## 1019    5  13  14   7.1219234 7.407824e-01 4.034386e-01   0 4.305166e-01
## 1020    5  13  14  18.8723579 8.419024e-02 7.043752e-01   0 6.958102e-02
## 1021    5  13  14   2.2613229 5.761943e-01 5.266418e-01   0 7.297585e-01
## 1022    5  13  14   4.8010259 9.170909e-02 2.512623e-01   0 9.954868e-01
## 1023    5  13  14   7.3159275 9.570502e-01 3.130083e-01   0 3.237165e-01
## 1024    5  13  14  43.2265739 4.180839e-02 7.951863e-02   0 2.082866e-01
## 1025    5  13  14   5.8803955 8.177163e-01 6.013596e-01   0 8.647454e-01
## 1026    5  13  14   3.7298081 1.197003e-01 5.955569e-01   0 9.792720e-01
## 1027    5  13  14   2.9782333 3.593235e-01 5.825642e-01   0 1.757255e-02
## 1028    5  13  14  22.7273027 9.709273e-02 5.501573e-01   0 6.571380e-02
## 1029    5  13  14   4.6984959 7.153597e-01 4.923117e-01   0 2.805501e-01
## 1030    5  13  14  20.7551670 9.586514e-02 6.786353e-01   0 6.540052e-02
## 1031    5  13  14   4.0292948 8.288568e-02 8.123932e-01   0 3.826890e-01
## 1032    5  13  14   4.8072377 1.147660e-01 8.307834e-01   0 5.003253e-01
## 1033    5  13  14   4.6716391 9.484319e-01 1.797805e-01   0 4.029960e-01
## 1034    5  13  14  23.5794483 9.538821e-02 5.519431e-01   0 6.650535e-02
## 1035    5  13  14   7.7290370 7.306239e-01 9.808872e-02   0 7.846114e-01
## 1036    5  13  14 128.6456973 1.010366e-01 3.847323e-02   0 6.426128e-02
## 1037    5  13  14   2.2701918 4.061957e-01 5.509194e-01   0 8.642157e-01
## 1038    5  13  14   4.6538438 1.125662e-01 5.115264e-01   0 7.430689e-01
## 1039    5  13  14   5.0712044 2.017449e-01 8.782463e-01   0 2.869680e-02
## 1040    5  13  14   4.8712865 1.096811e-01 9.004694e-01   0 4.856680e-01
## 1041    5  13  14   4.5681305 9.614409e-01 7.379292e-01   0 9.007625e-01
## 1042    5  13  14  44.4596228 4.812258e-02 1.989038e-01   0 1.166689e-01
## 1043    5  13  14   2.0231471 7.306478e-02 4.150649e-01   0 7.263992e-01
## 1044    5  13  14   4.5362643 1.194607e-01 9.414127e-01   0 3.313584e-01
## 1045    5  13  14   3.9332196 7.856116e-01 4.014814e-01   0 3.639369e-02
## 1046    5  13  14  24.3675980 7.764055e-02 6.527146e-01   0 7.337398e-02
## 1047    5  13  14   6.5826111 8.777180e-01 5.497950e-01   0 9.025067e-01
## 1048    5  13  14   5.0548163 1.105009e-01 8.017319e-01   0 4.687750e-01
## 1049    5  13  14   3.7841768 4.007024e-01 9.285855e-01   0 6.735048e-03
## 1050    5  13  14   4.8120131 1.228132e-01 9.904911e-01   0 1.763511e-01
## 1051    5  13  14   3.9962559 8.448752e-01 5.274842e-01   0 9.151327e-01
## 1052    5  13  14   4.5552018 1.125533e-01 6.926785e-01   0 7.192537e-01
## 1053    5  13  14   2.8873911 6.643707e-01 9.244014e-01   0 3.518866e-01
## 1054    5  13  14   4.5670742 1.154579e-01 9.729971e-01   0 4.015838e-01
## 1055    5  13  14   4.1253079 9.507813e-01 3.510487e-01   0 9.419936e-01
## 1056    5  13  14  31.7260124 9.080409e-02 4.026392e-01   0 6.753266e-02
## 1057    5  13  14   5.7932458 4.485687e-01 9.061833e-01   0 4.732657e-01
## 1058    5  13  14  14.8555878 3.822071e-02 9.018380e-01   0 2.545286e-01
## 1059    5  13  14   2.8018744 1.144874e-01 4.319356e-01   0 1.891766e-02
## 1060    5  13  14   5.2207978 1.171646e-01 6.806217e-01   0 4.097911e-01
## 1061    5  13  14   4.7269144 6.797845e-01 9.478998e-01   0 8.087959e-01
## 1062    5  13  14   5.6286325 1.167531e-01 6.428708e-01   0 3.715683e-01
## 1063    5  13  14   5.3482408 3.195703e-01 8.551888e-01   0 3.606794e-02
## 1064    5  13  14   7.1975047 1.138694e-01 3.536489e-01   0 3.782075e-01
## 1065    5  13  14   5.5527451 1.760877e-01 6.080389e-01   0 5.350866e-01
## 1066    5  13  14   5.1920510 1.156958e-01 7.387762e-01   0 4.060606e-01
## 1067    5  13  14   6.1973206 6.869821e-02 7.232248e-02   0 5.930922e-01
## 1068    5  13  14   7.4470204 1.150018e-01 8.027806e-02   0 4.982641e-01
## 1069    5  13  14   5.6048727 9.594632e-01 8.408652e-01   0 1.670430e-01
## 1070    5  13  14   7.7634795 9.860822e-01 8.227018e-01   0 2.834213e-01
## 1071    5  13  14   6.9100584 9.057850e-02 2.599679e-01   0 7.817245e-01
## 1072    5  13  14   4.9489299 1.038659e-01 4.344097e-01   0 7.972922e-01
## 1073    5  13  14   2.4053296 3.691761e-01 3.247939e-02   0 3.178607e-01
## 1074    5  13  14   7.1082546 1.209679e-01 1.035769e-02   0 5.198296e-01
## 1075    5  13  14   3.8312314 9.336296e-01 4.112154e-01   0 8.492710e-01
## 1076    5  13  14   5.1762985 9.096603e-02 4.125327e-01   0 9.735539e-01
## 1077    5  13  14   7.9479772 8.259742e-01 1.010375e-01   0 2.917296e-01
## 1078    5  13  14  52.3768720 9.657145e-02 1.855650e-01   0 6.452507e-02
## 1079    5  13  14   5.7053514 5.279031e-01 4.848163e-01   0 5.307854e-01
## 1080    5  13  14   4.2849614 1.115394e-01 5.806261e-01   0 8.643460e-01
## 1081    5  13  14   2.0369056 1.816904e-01 6.165805e-01   0 7.209327e-01
## 1082    5  13  14   4.7722978 1.224586e-01 8.197062e-01   0 3.473021e-01
## 1083    5  13  14   4.8367431 4.410274e-01 6.078053e-02   0 2.389462e-02
## 1084    5  13  14   6.2953913 1.120653e-01 3.877553e-01   0 4.625658e-01
## 1085    5  13  14   5.5789727 8.178346e-01 2.824649e-01   0 4.994016e-01
## 1086    5  13  14  23.5896540 8.573560e-02 6.313441e-01   0 7.360742e-02
## 1087    5  13  14   3.4245331 2.897205e-01 8.419800e-01   0 9.424564e-01
## 1088    5  13  14   4.5615533 1.152622e-01 8.992721e-01   0 4.860887e-01
## 1089    5  13  14   7.8073103 5.280937e-01 8.563769e-02   0 1.034180e-01
## 1090    5  13  14  12.5966819 1.216596e-01 1.825426e-01   0 1.993233e-01
## 1091    5  13  14   3.5277629 5.606632e-01 7.093054e-01   0 8.976074e-01
## 1092    5  13  14   5.4972980 1.166672e-01 6.385173e-01   0 4.063758e-01
## 1093    5  13  14   3.0167644 7.389810e-01 6.569607e-01   0 1.216850e-01
## 1094    5  13  14   5.8057523 1.116604e-01 6.220416e-01   0 4.483090e-01
## 1095    5  13  14   2.7373798 6.900688e-01 6.211990e-01   0 9.953311e-01
## 1096    5  13  14   3.1656677 1.404529e-01 6.902785e-01   0 9.906576e-01
## 1097    5  13  14   6.1323549 6.334586e-01 3.425130e-01   0 2.467093e-01
## 1098    5  13  14  21.5420393 9.281072e-02 6.481051e-01   0 6.702981e-02
## 1099    5  13  14   3.7892495 7.998847e-01 9.932043e-01   0 3.264102e-01
## 1100    5  13  14  10.1187899 6.353310e-02 9.899864e-01   0 1.189096e-01
## 1101    5  13  14   5.5901393 3.153392e-01 2.471465e-01   0 7.201653e-01
## 1102    5  13  14   5.3078527 1.184817e-01 5.183313e-01   0 5.210826e-01
## 1103    5  13  14   7.1644368 1.042243e-01 2.011143e-01   0 6.756802e-01
## 1104    5  13  14   4.6099764 1.077377e-01 3.777458e-01   0 8.587187e-01
## 1105    5  13  14   4.0309792 7.280056e-01 9.168536e-01   0 8.803614e-01
## 1106    5  13  14   4.4760986 1.023438e-01 7.531156e-01   0 9.797842e-01
## 1107    5  13  14   4.8924768 4.787607e-01 2.688791e-01   0 4.873479e-01
## 1108    5  13  14   4.6118707 1.083648e-01 1.677257e-01   0 8.602182e-01
## 1109    5  13  14   3.1808152 6.793509e-02 5.204860e-01   0 6.144732e-01
## 1110    5  13  14  13.9655495 2.984884e-02 8.022400e-01   0 9.847385e-01
## 1111    5  13  14   6.9704404 9.906114e-01 7.535175e-01   0 7.806547e-01
## 1112    5  13  14  31.6791727 9.333491e-02 3.859903e-01   0 6.529982e-02
## 1113    5  13  14   5.7222119 2.325254e-01 4.868683e-01   0 5.927292e-01
## 1114    5  13  14   6.2190823 1.148766e-01 5.965890e-01   0 3.444374e-01
## 1115    5  13  14   7.3402806 8.460987e-01 2.336235e-01   0 7.093092e-02
## 1116    5  13  14  19.7463675 4.184576e-02 6.094166e-01   0 1.864209e-01
## 1117    5  13  14   7.5698504 4.675642e-01 8.381737e-01   0 9.306196e-01
## 1118    5  13  14   5.3195661 1.140547e-01 5.758176e-01   0 5.566998e-01
## 1119    5  13  14   3.2045240 9.489420e-01 5.140919e-01   0 1.208092e-01
## 1120    5  13  14   6.1147361 1.191407e-01 6.056905e-01   0 3.071277e-01
## 1121    5  13  14   5.0060580 2.632995e-01 4.294589e-01   0 2.765181e-01
## 1122    5  13  14   5.8853833 1.152147e-01 7.361427e-01   0 2.829497e-01
## 1123    5  13  14   6.4340511 2.412980e-01 5.596353e-01   0 8.750818e-01
## 1124    5  13  14   4.3163944 1.020266e-01 7.932004e-01   0 9.759250e-01
## 1125    5  13  14   4.6786751 2.986531e-01 8.655870e-01   0 7.108032e-01
## 1126    5  13  14   4.5878027 1.154086e-01 9.759758e-01   0 3.466812e-01
## 1127    5  13  14   3.9442949 7.664423e-01 3.541625e-01   0 9.519517e-02
## 1128    5  13  14  20.3741494 9.047113e-02 7.458027e-01   0 6.940031e-02
## 1129    5  13  14   6.6451933 2.371718e-01 5.285929e-01   0 8.026104e-01
## 1130    5  13  14   5.4167323 1.205738e-01 4.334680e-01   0 5.454147e-01
## 1131    5  13  14   2.8621443 9.172038e-01 2.794913e-01   0 9.639971e-01
## 1132    5  13  14   6.9446410 1.258991e-01 4.972699e-01   0 2.456878e-01
## 1133    5  13  14   6.5822754 2.625556e-02 8.536695e-01   0 8.907839e-01
## 1134    5  13  14  13.1269000 7.309169e-02 7.745071e-01   0 9.569279e-01
## 1135    5  13  14   4.7430320 7.375265e-01 7.639727e-01   0 4.999383e-01
## 1136    5  13  14   4.9700862 1.178651e-01 8.888918e-01   0 3.016608e-01
## 1137    5  13  14   4.9933128 4.529701e-01 6.710357e-01   0 7.610418e-02
## 1138    5  13  14   4.7790882 9.649076e-02 8.918046e-01   0 9.504410e-01
## 1139    5  13  14   4.9206670 4.067051e-02 7.699329e-01   0 7.794703e-01
## 1140    5  13  14   4.4647582 1.025536e-01 9.774829e-01   0 7.008727e-01
## 1141    5  13  14   4.7102034 6.674684e-01 2.498110e-01   0 7.467519e-01
## 1142    5  13  14   7.3885694 1.170910e-01 4.910729e-01   0 2.668367e-01
## 1143    5  13  14   7.3926082 5.877910e-01 9.596330e-01   0 2.112932e-01
## 1144    5  13  14  13.6722636 6.984737e-02 9.987927e-01   0 7.659733e-02
## 1145    5  13  14   7.6718173 6.675377e-02 3.995963e-01   0 5.403473e-03
## 1146    5  13  14  19.6133462 8.495803e-02 7.615950e-01   0 7.346558e-02
## 1147    5  13  14   5.3504257 1.977176e-01 6.161947e-01   0 7.174392e-01
## 1148    5  13  14   4.4291554 1.071092e-01 5.004571e-01   0 9.580200e-01
## 1149    5  13  14   4.4217585 8.338080e-01 4.321616e-01   0 8.563051e-01
## 1150    5  13  14  28.0389810 7.881034e-02 5.477666e-01   0 7.428307e-02
## 1151    5  13  14   3.1777310 2.285519e-02 5.267793e-01   0 6.649198e-01
## 1152    5  13  14   5.8810178 1.250344e-01 6.883065e-01   0 2.307604e-01
## 1153    5  13  14   6.2976922 8.592798e-02 6.508330e-01   0 1.548518e-01
## 1154    5  13  14   4.2292905 1.068189e-01 7.886055e-01   0 8.871090e-01
## 1155    5  13  14   6.0235154 1.153642e-01 3.396802e-01   0 8.369138e-01
## 1156    5  13  14   4.8589581 1.146109e-01 5.094471e-01   0 6.807013e-01
## 1157    5  13  14   5.4670997 8.423553e-01 8.983344e-02   0 9.711638e-01
## 1158    5  13  14  12.4254734 7.311039e-02 2.640356e-01   0 9.922771e-01
## 1159    5  13  14   7.3805072 7.810291e-01 7.918180e-01   0 5.575804e-01
## 1160    5  13  14  15.4966187 8.072987e-02 9.485236e-01   0 6.804942e-02
## 1161    5  13  14   3.9571777 3.584041e-01 9.575447e-01   0 3.784961e-01
## 1162    5  13  14   4.0083109 1.129479e-01 9.491022e-01   0 9.601107e-01
## 1163    5  13  14   3.2341257 5.344682e-01 7.844068e-01   0 2.386799e-01
## 1164    5  13  14   4.4373603 1.207511e-01 9.251397e-01   0 3.796624e-01
## 1165    5  13  14   3.0753645 3.086820e-01 8.359309e-01   0 1.730162e-01
## 1166    5  13  14   5.7545811 1.263681e-01 7.452220e-01   0 1.841921e-01
## 1167    5  13  14   5.2631367 2.914524e-01 3.177974e-01   0 4.951727e-01
## 1168    5  13  14   6.1092985 1.158975e-01 6.381812e-01   0 2.746229e-01
## 1169    5  13  14   6.5659180 8.407094e-02 1.766847e-01   0 1.080960e-01
## 1170    5  13  14   5.2684267 1.132474e-01 3.826250e-01   0 6.321722e-01
## 1171    5  13  14   6.8377820 3.907391e-01 6.428317e-01   0 9.040545e-01
## 1172    5  13  14  13.2552807 6.192561e-02 8.615852e-01   0 9.589754e-01
## 1173    5  13  14   6.5443648 8.575454e-01 9.175082e-01   0 8.049077e-01
## 1174    5  13  14   4.6946481 1.141416e-01 9.602190e-01   0 3.261165e-01
## 1175    5  13  14   3.5673981 1.682172e-01 8.533646e-01   0 9.340907e-01
## 1176    5  13  14   4.6968326 1.190801e-01 9.292747e-01   0 3.398878e-01
## 1177    5  13  14   4.8394210 9.974793e-01 4.519942e-01   0 1.561678e-01
## 1178    5  13  14  14.9854833 9.992040e-01 2.321779e-01   0 2.651441e-01
## 1179    5  13  14   3.3001770 5.637826e-01 9.254585e-01   0 3.849521e-01
## 1180    5  13  14   6.0314746 1.196715e-01 4.016249e-01   0 4.420352e-01
## 1181    5  13  14   6.4972309 6.089554e-01 3.692324e-01   0 2.152068e-01
## 1182    5  13  14  16.0752246 9.112633e-02 8.087001e-01   0 6.682275e-02
## 1183    5  13  14   7.5880778 9.381560e-01 5.043018e-01   0 2.288871e-01
## 1184    5  13  14  15.6637338 9.144131e-02 8.919300e-01   0 6.762865e-02
## 1185    5  13  14   5.3518153 2.245009e-01 6.087850e-01   0 5.202191e-01
## 1186    5  13  14   4.3600934 1.195924e-01 9.285880e-01   0 4.964997e-01
## 1187    5  13  14   5.6608225 5.426796e-01 9.041776e-02   0 7.315273e-01
## 1188    5  13  14  60.6271368 8.357225e-02 2.268917e-01   0 7.405726e-02
## 1189    5  13  14   7.3340491 9.239676e-01 8.731749e-01   0 9.260767e-01
## 1190    5  13  14  12.4433455 1.049197e-01 9.912118e-01   0 6.492236e-02
## 1191    5  13  14   3.7524286 6.806830e-01 1.002019e-01   0 1.630634e-01
## 1192    5  13  14   5.2097492 1.180716e-01 5.980009e-01   0 4.962093e-01
## 1193    5  13  14   5.7863753 3.223567e-01 5.157218e-01   0 7.233553e-01
## 1194    5  13  14   4.1705983 1.136302e-01 3.494328e-01   0 9.682817e-01
## 1195    5  13  14   4.3539026 5.668832e-01 3.866095e-01   0 4.636216e-01
## 1196    5  13  14   4.6126287 1.153691e-01 9.315458e-01   0 4.400047e-01
## 1197    5  13  14   6.1260576 9.647258e-01 8.933763e-02   0 1.985211e-01
## 1198    5  13  14  48.8268486 8.292329e-02 2.566186e-01   0 7.216117e-02
## 1199    5  13  14   2.5770696 9.416626e-01 4.857362e-01   0 9.514069e-01
## 1200    5  13  14  12.1272670 5.553139e-02 3.250985e-01   0 9.430169e-01
## 1201    5  13  14   2.4626629 1.537534e-02 2.513529e-01   0 9.815377e-01
## 1202    5  13  14   8.4281398 4.747062e-02 3.049033e-02   0 9.850910e-01
## 1203    5  13  14   5.2638554 7.401552e-01 8.200041e-01   0 6.345817e-01
## 1204    5  13  14  17.1540626 8.366335e-02 9.148808e-01   0 7.225088e-02
## 1205    5  13  14   5.6887355 8.668730e-01 9.353989e-01   0 7.441656e-01
## 1206    5  13  14  15.0999363 8.701998e-02 9.448146e-01   0 6.902461e-02
## 1207    5  13  14   3.8089595 3.182767e-01 3.604480e-02   0 1.152744e-01
## 1208    5  13  14   5.9745397 1.131391e-01 6.027761e-01   0 3.514593e-01
## 1209    5  13  14   2.6004497 6.005468e-01 2.213852e-01   0 2.663383e-01
## 1210    5  13  14   6.5920852 1.210364e-01 6.288732e-01   0 2.290103e-01
## 1211    5  13  14   2.4522426 4.168408e-01 8.756823e-01   0 3.267075e-01
## 1212    5  13  14   4.3588119 1.180078e-01 9.472430e-01   0 4.335979e-01
## 1213    5  13  14   7.1047339 8.148458e-01 6.660813e-01   0 4.924641e-01
## 1214    5  13  14  20.8649908 8.277420e-02 7.596124e-01   0 7.410707e-02
## 1215    5  13  14   7.6111203 2.687739e-03 7.704776e-01   0 4.396749e-01
## 1216    5  13  14   5.0414355 1.171910e-01 9.087988e-01   0 2.482201e-01
## 1217    5  13  14   7.6701104 4.718496e-01 5.313276e-01   0 4.832056e-01
## 1218    5  13  14   4.9737794 9.016625e-02 6.140857e-01   0 9.774879e-01
## 1219    5  13  14   4.2136395 1.785814e-01 8.473090e-01   0 6.068996e-02
## 1220    5  13  14   5.4125482 1.113700e-01 6.634379e-01   0 4.546154e-01
## 1221    5  13  14   2.3998922 5.222406e-02 3.554142e-01   0 2.839793e-01
## 1222    5  13  14   7.2173928 1.160893e-01 3.144220e-01   0 4.059886e-01
## 1223    5  13  14   4.3303198 5.068511e-01 2.592518e-01   0 2.901153e-01
## 1224    5  13  14   5.3197781 1.251091e-01 8.010517e-01   0 2.092408e-01
## 1225    5  13  14   7.0161954 9.874142e-01 5.283587e-01   0 9.302633e-01
## 1226    5  13  14   7.9329915 9.953278e-01 5.926198e-01   0 9.483304e-01
## 1227    5  13  14   5.3185314 7.401044e-01 7.931470e-01   0 8.304546e-01
## 1228    5  13  14   4.4681456 1.206023e-01 8.819803e-01   0 4.554675e-01
## 1229    5  13  14   5.5219889 8.143959e-01 5.215361e-01   0 1.796342e-01
## 1230    5  13  14  16.1313865 4.757591e-02 9.545524e-01   0 1.130752e-01
## 1231    5  13  14   6.7096747 2.884011e-01 4.323097e-01   0 1.450257e-01
## 1232    5  13  14   5.2290864 1.118591e-01 8.261316e-01   0 3.929877e-01
## 1233    5  13  14   3.0562952 5.676951e-01 6.803469e-02   0 5.477753e-02
## 1234    5  13  14   7.0239691 1.059733e-01 1.485356e-02   0 6.079857e-01
## 1235    5  13  14   4.0437123 9.325489e-01 6.082418e-01   0 2.433859e-01
## 1236    5  13  14  21.1361035 1.078831e-01 5.922312e-01   0 6.451178e-02
## 1237    5  13  14   7.3287454 5.217332e-02 2.712348e-01   0 3.089132e-01
## 1238    5  13  14   4.1811171 1.101976e-01 8.678385e-02   0 9.879106e-01
## 1239    5  13  14   2.0607436 7.005082e-01 6.908589e-01   0 5.942177e-01
## 1240    5  13  14   4.5792132 1.147983e-01 8.923981e-01   0 5.181916e-01
## 1241    5  13  14   3.0926499 6.510903e-01 9.120978e-01   0 2.444362e-01
## 1242    5  13  14   4.9451385 1.189053e-01 9.579203e-01   0 2.076413e-01
## 1243    5  13  14   7.7026939 9.019781e-01 5.898688e-01   0 8.771978e-01
## 1244    5  13  14   4.7433899 9.406396e-02 4.013021e-01   0 9.915464e-01
## 1245    5  13  14   2.2517495 9.682345e-01 4.504012e-01   0 3.649515e-01
## 1246    5  13  14   7.7978061 9.945550e-01 8.279467e-01   0 3.449909e-01
## 1247    5  13  14   6.7126905 3.274647e-01 8.861011e-01   0 3.451193e-01
## 1248    5  13  14   4.7710309 1.192755e-01 7.856515e-01   0 4.330461e-01
## 1249    5  13  14   5.4620652 7.801204e-01 3.519169e-01   0 4.507920e-01
## 1250    5  13  14  27.2508911 8.683677e-02 4.362078e-01   0 6.858922e-02
## 1251    5  13  14   2.7873640 8.984183e-01 4.326771e-01   0 4.325257e-01
## 1252    5  13  14   6.2187544 1.217671e-01 5.643807e-01   0 2.784756e-01
## 1253    5  13  14   7.3607243 3.618268e-01 5.220354e-01   0 8.484175e-01
## 1254    5  13  14   4.8771295 1.198596e-01 8.949671e-01   0 3.064147e-01
## 1255    5  13  14   3.6368009 3.875714e-01 4.412717e-01   0 2.925727e-01
## 1256    5  13  14   4.5168194 1.196762e-01 7.887830e-01   0 5.353947e-01
## 1257    5  13  14   4.0078865 7.514073e-02 8.419446e-02   0 9.232738e-01
## 1258    5  13  14   6.0790935 1.145818e-01 9.122656e-03   0 6.437983e-01
## 1259    5  13  14   5.9613353 8.552871e-01 9.448119e-01   0 1.666415e-01
## 1260    5  13  14  17.9150681 9.905960e-02 7.351973e-01   0 6.484315e-02
## 1261    5  13  14   7.8713149 7.587234e-01 8.188331e-01   0 2.374184e-02
## 1262    5  13  14  19.2536993 8.076337e-02 8.392131e-01   0 7.348757e-02
## 1263    5  13  14   4.8411439 2.180256e-02 9.855846e-02   0 4.194863e-02
## 1264    5  13  14   9.0025305 1.171932e-01 2.201802e-02   0 4.325520e-01
## 1265    5  13  14   5.0864770 4.053868e-02 6.209669e-01   0 9.860492e-01
## 1266    5  13  14   3.9954075 1.185228e-01 9.141137e-01   0 7.389812e-01
## 1267    5  13  14   2.9248461 1.924089e-01 9.017996e-01   0 5.545641e-02
## 1268    5  13  14   4.7457558 1.104355e-01 9.701414e-01   0 3.261649e-01
## 1269    5  13  14   3.2864095 1.900073e-01 3.216294e-01   0 9.672368e-01
## 1270    5  13  14   4.3677102 1.156874e-01 4.361331e-01   0 8.195159e-01
## 1271    5  13  14   6.8803425 5.925223e-01 8.690484e-01   0 3.548611e-01
## 1272    5  13  14  13.1601525 5.499210e-02 9.085913e-01   0 1.201968e-01
## 1273    5  13  14   6.5190106 2.766397e-01 9.258161e-01   0 1.455119e-01
## 1274    5  13  14   4.7707941 1.162596e-01 9.184018e-01   0 3.169957e-01
## 1275    5  13  14   5.4912774 4.964510e-02 6.018701e-01   0 2.643318e-03
## 1276    5  13  14  16.9963782 8.547029e-02 8.280256e-01   0 6.901509e-02
## 1277    5  13  14   3.4402559 5.463437e-01 1.953536e-01   0 7.266677e-01
## 1278    5  13  14   5.1000028 1.268037e-01 7.310541e-01   0 2.860310e-01
## 1279    5  13  14   3.2994990 1.191202e-01 7.683828e-01   0 5.996325e-01
## 1280    5  13  14   4.9656942 1.234124e-01 7.930068e-01   0 3.682336e-01
## 1281    5  13  14   4.8880042 9.971697e-01 2.859589e-01   0 4.835372e-01
## 1282    5  13  14   6.2049136 9.866271e-01 9.622716e-01   0 2.191984e-01
## 1283    5  13  14   2.9864602 6.929406e-01 7.496457e-01   0 5.576739e-01
## 1284    5  13  14   5.1004045 8.560734e-02 9.302233e-01   0 9.950590e-01
## 1285    5  13  14   4.4956656 9.787099e-01 2.252620e-01   0 7.771874e-01
## 1286    5  13  14  12.0991067 9.870913e-01 2.986270e-01   0 2.192283e-01
## 1287    5  13  14   6.5920179 3.110780e-01 5.242885e-01   0 7.825354e-01
## 1288    5  13  14   5.1208656 1.181039e-01 3.253194e-01   0 6.572259e-01
## 1289    5  13  14   5.7323237 9.618633e-01 3.992848e-01   0 6.200032e-02
## 1290    5  13  14  16.0352359 6.100536e-02 9.680904e-01   0 8.397638e-02
## 1291    5  13  14   2.3687386 5.423351e-02 5.614513e-01   0 4.192896e-01
## 1292    5  13  14   4.7088964 9.556655e-02 5.880336e-01   0 9.750527e-01
## 1293    5  13  14   4.8649193 5.040889e-01 1.519386e-01   0 5.989593e-01
## 1294    5  13  14   5.2257518 1.222844e-01 7.350999e-01   0 3.373516e-01
## 1295    5  13  14   5.7650564 6.600470e-01 4.733417e-01   0 6.312034e-01
## 1296    5  13  14  19.5271646 4.426942e-02 6.139068e-01   0 1.670513e-01
## 1297    5  13  14   6.5139207 4.063532e-01 6.589481e-01   0 2.954609e-01
## 1298    5  13  14   5.1452163 1.233561e-01 8.463014e-01   0 2.485331e-01
## 1299    5  13  14   4.5439795 3.689092e-01 7.088180e-01   0 3.648997e-01
## 1300    5  13  14   4.5702331 1.202949e-01 7.157545e-01   0 5.893808e-01
## 1301    5  13  14   4.4468591 8.449193e-01 8.498133e-01   0 1.797613e-01
## 1302    5  13  14  13.7806318 9.937560e-02 9.418703e-01   0 6.511028e-02
## 1303    5  13  14   3.1439186 9.950815e-01 2.991340e-01   0 2.871363e-01
## 1304    5  13  14   0.7822244 9.888637e-01 6.344054e-01   0 9.880166e-01
## 1305    5  13  14   4.8860954 5.899861e-01 6.785485e-01   0 6.978457e-01
## 1306    5  13  14   5.5094464 1.145315e-01 7.536511e-01   0 3.176394e-01
## 1307    5  13  14   5.7905924 8.762333e-01 8.209869e-01   0 1.759724e-01
## 1308    5  13  14  11.4452979 8.246307e-02 4.454784e-01   0 2.634495e-01
## 1309    5  13  14   5.1585250 5.126590e-02 8.629119e-01   0 9.288373e-01
## 1310    5  13  14   4.4765865 1.139008e-01 8.079206e-01   0 7.052196e-01
## 1311    5  13  14   6.8087221 5.027370e-01 9.917488e-01   0 5.065119e-01
## 1312    5  13  14   4.4360225 1.149307e-01 9.909548e-01   0 4.071562e-01
## 1313    5  13  14   5.8604420 4.845960e-01 6.736907e-01   0 2.758962e-01
## 1314    5  13  14   4.4246372 1.091144e-01 4.413699e-01   0 9.106256e-01
## 1315    5  13  14   5.2298096 4.829153e-01 9.957385e-01   0 8.518531e-01
## 1316    5  13  14   4.1313672 1.136803e-01 9.925076e-01   0 8.724523e-01
## 1317    5  13  14   2.6624225 7.827033e-01 4.394573e-01   0 9.165564e-01
## 1318    5  13  14   5.1224338 1.114195e-01 1.018378e-01   0 7.846723e-01
## 1319    5  13  14   7.8135559 1.313809e-01 4.201394e-01   0 6.816474e-01
## 1320    5  13  14   7.0814117 1.210577e-01 4.620503e-01   0 3.035477e-01
## 1321    5  13  14   4.3320730 7.678015e-01 9.881425e-01   0 6.171018e-01
## 1322    5  13  14   5.6668545 7.925630e-02 9.609784e-01   0 9.880561e-01
## 1323    5  13  14   5.4790670 2.375418e-01 5.930637e-01   0 8.450063e-01
## 1324    5  13  14   4.3348609 1.191327e-01 9.383399e-01   0 4.146145e-01
## 1325    5  13  14   7.9165831 4.587795e-01 9.835802e-01   0 2.153108e-01
## 1326    5  13  14  14.8429770 9.283975e-02 9.149172e-01   0 6.724783e-02
## 1327    5  13  14   7.9923396 3.722353e-01 7.358705e-01   0 4.718206e-01
## 1328    5  13  14   4.5678301 1.218773e-01 9.198197e-01   0 3.054830e-01
## 1329    5  13  14   4.2721269 8.384148e-01 5.643271e-03   0 1.325156e-01
## 1330    5  13  14  11.6458945 1.180693e-01 1.729533e-03   0 3.400869e-01
## 1331    5  13  14   7.5221567 8.496771e-01 1.691408e-01   0 1.306273e-01
## 1332    5  13  14  23.1758302 8.593141e-02 5.704712e-01   0 6.834557e-02
## 1333    5  13  14   2.2122972 9.716192e-01 1.192246e-01   0 1.946533e-01
## 1334    5  13  14  27.1471765 7.818659e-02 4.554335e-01   0 7.286305e-02
## 1335    5  13  14   6.8282924 6.186142e-01 1.177916e-02   0 6.346612e-01
## 1336    5  13  14  12.7142098 1.180379e-01 2.863875e-02   0 2.970066e-01
## 1337    5  13  14   2.0172477 1.648621e-01 1.740515e-01   0 7.465948e-01
## 1338    5  13  14   4.8947448 1.143618e-01 3.210263e-01   0 7.181251e-01
## 1339    5  13  14   2.7372503 1.703297e-01 3.263661e-01   0 3.210158e-01
## 1340    5  13  14   4.2621402 1.089631e-01 5.319426e-01   0 8.948855e-01
## 1341    5  13  14   5.1673800 9.770263e-01 5.078403e-01   0 8.593549e-03
## 1342    5  13  14  12.8698106 2.492926e-01 8.670523e-01   0 1.108986e-01
## 1343    5  13  14   5.0019208 9.064787e-02 6.681233e-01   0 9.977407e-01
## 1344    5  13  14   3.1990412 1.376759e-01 9.187369e-01   0 9.901412e-01
## 1345    5  13  14   7.6792966 3.207059e-01 6.188484e-01   0 3.735534e-01
## 1346    5  13  14   6.1514557 1.198381e-01 5.997011e-01   0 2.684696e-01
## 1347    5  13  14   3.3622634 4.658736e-01 7.329101e-01   0 2.395857e-01
## 1348    5  13  14   4.8345493 1.146864e-01 9.267265e-01   0 3.134697e-01
## 1349    5  13  14   2.1833060 7.420974e-01 1.760929e-01   0 7.509708e-01
## 1350    5  13  14   7.8956078 1.160148e-01 3.291343e-01   0 3.218144e-01
## 1351    5  13  14   2.4137921 1.937353e-01 6.543282e-01   0 1.039045e-01
## 1352    5  13  14   4.3806438 1.166970e-01 7.462344e-01   0 6.935645e-01
## 1353    5  13  14   7.5605440 3.015901e-01 2.170265e-01   0 1.511991e-01
## 1354    5  13  14   5.0888163 1.223484e-01 7.509953e-01   0 3.278007e-01
## 1355    5  13  14   3.3618103 1.225189e-01 1.720067e-01   0 5.226470e-01
## 1356    5  13  14   6.3391877 1.138868e-01 3.250329e-01   0 4.942997e-01
## 1357    5  13  14   3.1176994 2.851700e-01 5.864394e-01   0 7.802700e-01
## 1358    5  13  14   4.9183026 1.213949e-01 8.798476e-01   0 2.681389e-01
## 1359    5  13  14   4.3334904 1.309074e-01 5.319308e-01   0 2.379628e-01
## 1360    5  13  14   5.3374765 1.249472e-01 8.545292e-01   0 1.966826e-01
## 1361    5  13  14   3.5019849 7.029977e-01 6.846196e-01   0 8.354072e-01
## 1362    5  13  14   4.7727423 1.207307e-01 8.936064e-01   0 3.338639e-01
## 1363    5  13  14   6.2107211 7.973363e-01 5.837022e-01   0 5.383955e-01
## 1364    5  13  14  15.8746899 7.200161e-02 9.525658e-01   0 7.471320e-02
## 1365    5  13  14   4.6968465 9.701770e-01 3.035157e-01   0 9.575117e-01
## 1366    5  13  14   1.8080072 2.636828e-01 2.482769e-01   0 9.864367e-01
## 1367    5  13  14   2.2157698 3.608606e-01 1.872702e-01   0 6.811166e-01
## 1368    5  13  14   6.4616372 1.213879e-01 6.241242e-01   0 2.323252e-01
## 1369    5  13  14   5.8877103 6.563065e-02 7.798356e-01   0 3.504851e-01
## 1370    5  13  14   4.1981756 1.063567e-01 8.673011e-01   0 9.390718e-01
## 1371    5  13  14   6.0964930 4.942641e-01 2.594654e-01   0 9.471474e-02
## 1372    5  13  14  15.7100528 4.473271e-02 9.026331e-01   0 1.452766e-01
## 1373    5  13  14   4.6620180 7.369347e-01 4.721495e-01   0 8.735115e-01
## 1374    5  13  14   4.3226701 1.092222e-01 1.778938e-01   0 9.843206e-01
## 1375    5  13  14   6.7820876 1.494968e-01 1.112084e-01   0 8.511228e-01
## 1376    5  13  14  47.5904157 1.023968e-01 2.243287e-01   0 6.544501e-02
## 1377    5  13  14   6.3593719 2.837657e-01 3.245401e-01   0 3.937531e-01
## 1378    5  13  14   5.6972590 1.216709e-01 7.222467e-01   0 2.479371e-01
## 1379    5  13  14   6.2928942 3.681339e-01 7.607640e-01   0 4.537574e-01
## 1380    5  13  14   5.3042373 1.163361e-01 7.099054e-01   0 3.772337e-01
## 1381    5  13  14   4.6292243 2.399383e-01 5.165011e-01   0 3.050544e-01
## 1382    5  13  14   5.7819224 1.256840e-01 6.469541e-01   0 2.502585e-01
## 1383    5  13  14   4.7257741 6.850100e-01 5.913375e-01   0 1.190228e-02
## 1384    5  13  14  15.3378260 1.004050e-01 7.829530e-01   0 6.390702e-02
## 1385    5  13  14   3.9825404 9.072429e-01 5.507044e-01   0 5.452647e-01
## 1386    5  13  14   4.9127385 1.257983e-01 8.805733e-01   0 2.278858e-01
## 1387    5  13  14   2.2054861 4.256218e-01 6.174734e-01   0 1.123393e-01
## 1388    5  13  14   6.5158211 1.214126e-01 4.983099e-01   0 3.209012e-01
## 1389    5  13  14   6.3471976 8.473404e-01 2.682801e-01   0 3.073026e-01
## 1390    5  13  14  14.7755920 5.203473e-02 7.452545e-01   0 1.379485e-01
## 1391    5  13  14   4.1964069 2.075541e-01 9.186162e-02   0 4.365870e-01
## 1392    5  13  14   5.1418301 1.102515e-01 8.723145e-01   0 3.318258e-01
## 1393    5  13  14   2.5159287 8.948432e-02 4.735059e-02   0 5.866944e-01
## 1394    5  13  14   4.4691099 1.186085e-01 2.528555e-02   0 8.643931e-01
## 1395    5  13  14   3.1396238 3.854630e-01 7.739008e-01   0 5.842050e-01
## 1396    5  13  14   4.5045406 1.042173e-01 7.055313e-01   0 8.856372e-01
## 1397    5  13  14   2.7984531 2.683831e-01 4.147409e-01   0 7.894966e-01
## 1398    5  13  14   3.7981581 1.183982e-01 6.751811e-01   0 9.688179e-01
## 1399    5  13  14   5.7299090 5.116950e-01 9.088512e-01   0 1.120257e-02
## 1400    5  13  14  15.9208634 8.733626e-02 9.018089e-01   0 6.932539e-02
## 1401    5  13  14   3.9126669 2.990031e-02 3.225348e-01   0 4.266004e-01
## 1402    5  13  14   5.1641896 1.144497e-01 8.107346e-01   0 3.515870e-01
## 1403    5  13  14   5.6651321 5.897322e-01 2.474830e-01   0 6.273375e-01
## 1404    5  13  14   5.9044909 1.148300e-01 4.305684e-01   0 4.797077e-01
## 1405    5  13  14   3.4137517 3.420256e-01 1.794610e-01   0 4.755373e-02
## 1406    5  13  14   6.1632556 1.161779e-01 2.319768e-01   0 5.595466e-01
## 1407    5  13  14   5.6953673 2.168318e-01 9.832745e-01   0 1.895871e-02
## 1408    5  13  14   4.4530610 1.177890e-01 9.346024e-01   0 4.605187e-01
## 1409    5  13  14   3.4677756 4.239075e-01 4.581610e-01   0 5.575382e-02
## 1410    5  13  14  18.5533695 9.310828e-02 7.518561e-01   0 7.025470e-02
## 1411    5  13  14   5.0338667 8.499290e-01 4.135391e-01   0 2.572640e-01
## 1412    5  13  14  23.5471254 8.954522e-02 6.001127e-01   0 6.940413e-02
## 1413    5  13  14   7.5299358 9.913329e-02 6.212887e-01   0 8.024939e-01
## 1414    5  13  14   4.3799631 1.059373e-01 5.499116e-01   0 9.798317e-01
## 1415    5  13  14   4.7296319 3.060541e-01 2.681061e-01   0 7.662197e-01
## 1416    5  13  14   4.5302924 1.146797e-01 5.222087e-01   0 7.907544e-01
## 1417    5  13  14   6.8747905 7.861676e-01 3.316926e-01   0 6.423412e-01
## 1418    5  13  14   4.9512273 1.199696e-01 8.341822e-01   0 3.282226e-01
## 1419    5  13  14   4.1102782 7.338344e-01 9.172964e-01   0 7.921486e-02
## 1420    5  13  14  12.8720982 6.863946e-02 8.020170e-01   0 1.002144e-01
## 1421    5  13  14   4.3954317 8.291146e-01 2.612153e-01   0 9.872082e-01
## 1422    5  13  14   3.7732486 1.222145e-01 4.513708e-01   0 9.859760e-01
## 1423    5  13  14   7.5938141 6.968237e-01 1.609985e-01   0 9.393982e-01
## 1424    5  13  14  11.6115736 6.546349e-02 4.243894e-02   0 9.736512e-01
## 1425    5  13  14   5.0247266 6.012817e-01 5.780898e-01   0 2.813441e-01
## 1426    5  13  14   5.3990647 1.256171e-01 7.848264e-01   0 2.289267e-01
## 1427    5  13  14   2.0417300 9.959540e-01 8.118981e-01   0 7.625593e-01
## 1428    5  13  14  20.9029477 9.939201e-01 9.361169e-01   0 9.780235e-01
## 1429    5  13  14   5.4003712 8.565587e-01 3.454085e-01   0 5.530387e-01
## 1430    5  13  14  26.3650291 8.397388e-02 5.144557e-01   0 6.992493e-02
## 1431    5  13  14   4.6851683 1.525182e-01 1.837873e-01   0 9.036009e-01
## 1432    5  13  14   4.5705371 1.108156e-01 2.922389e-01   0 8.352122e-01
## 1433    5  13  14   5.0041960 1.034126e-01 4.387277e-01   0 8.630257e-01
## 1434    5  13  14   7.1036779 1.179914e-01 4.321359e-01   0 3.128346e-01
## 1435    5  13  14   7.0405394 4.653312e-01 7.573830e-01   0 2.679840e-01
## 1436    5  13  14   4.7036986 1.168322e-01 8.983457e-01   0 3.328681e-01
## 1437    5  13  14   3.6170882 6.668489e-01 9.711343e-01   0 9.561411e-02
## 1438    5  13  14  15.8102591 6.455578e-02 9.968755e-01   0 8.580403e-02
## 1439    5  13  14   6.0376766 8.613480e-01 5.454794e-01   0 1.983354e-01
## 1440    5  13  14  15.8232349 9.328411e-02 7.948772e-01   0 6.441723e-02
## 1441    5  13  14   2.4756342 6.328514e-01 4.405491e-02   0 8.743322e-01
## 1442    5  13  14   8.3523525 1.158420e-01 2.939209e-02   0 4.622812e-01
## 1443    5  13  14   3.7171686 6.465411e-01 5.605543e-03   0 5.986915e-01
## 1444    5  13  14   5.8347592 1.226437e-01 4.475475e-03   0 6.332948e-01
## 1445    5  13  14   4.4297603 6.204133e-01 3.307664e-01   0 5.864127e-01
## 1446    5  13  14   6.0098380 1.182799e-01 6.661112e-01   0 2.753627e-01
## 1447    5  13  14   6.6111333 7.243431e-01 4.423424e-01   0 9.727193e-01
## 1448    5  13  14   7.3359998 5.709069e-02 7.339096e-02   0 9.696449e-01
## 1449    5  13  14   3.8533277 8.925683e-01 2.519313e-01   0 5.351439e-01
## 1450    5  13  14   5.4355882 1.211648e-01 7.829011e-01   0 2.568080e-01
## 1451    5  13  14   6.1551862 4.174847e-01 1.659353e-01   0 4.899290e-01
## 1452    5  13  14   4.7555241 9.951142e-02 2.017049e-01   0 9.276031e-01
## 1453    5  13  14   3.1003617 9.110945e-01 1.988126e-01   0 6.474158e-01
## 1454    5  13  14   6.1622077 1.188789e-01 6.350729e-01   0 2.838327e-01
## 1455    5  13  14   4.9005139 7.229707e-01 4.099210e-01   0 3.286194e-01
## 1456    5  13  14  15.8790219 9.091367e-02 8.935446e-01   0 7.169533e-02
## 1457    5  13  14   4.5333751 1.126357e-01 8.235907e-01   0 8.419890e-02
## 1458    5  13  14   4.5736411 1.232205e-01 9.330325e-01   0 2.581009e-01
## 1459    5  13  14   4.8992991 6.412311e-01 9.335679e-02   0 9.035595e-01
## 1460    5  13  14   6.4400199 1.117490e-01 5.600382e-01   0 3.428916e-01
## 1461    5  13  14   7.0570085 8.734656e-01 9.671173e-01   0 8.628592e-01
## 1462    5  13  14   4.8536756 9.320946e-02 7.578410e-01   0 9.805981e-01
## 1463    5  13  14   4.3203899 1.639242e-01 2.940293e-01   0 3.877016e-01
## 1464    5  13  14   4.1019592 1.113512e-01 8.212347e-01   0 9.571492e-01
## 1465    5  13  14   5.8550082 1.354344e-01 5.943643e-01   0 2.295223e-01
## 1466    5  13  14   4.8280812 1.224516e-01 8.714058e-01   0 3.264504e-01
## 1467    5  13  14   6.9946414 2.917087e-01 4.087931e-01   0 9.674954e-01
## 1468    5  13  14   4.8024925 1.058278e-01 1.951085e-01   0 8.431944e-01
## 1469    5  13  14   6.0266050 9.903446e-01 3.473318e-01   0 6.776610e-01
## 1470    5  13  14  25.6881832 7.613715e-02 6.200167e-01   0 7.312455e-02
## 1471    5  13  14   5.3594882 2.839223e-01 4.345109e-01   0 2.777998e-02
## 1472    5  13  14   4.6879904 1.125560e-01 9.598911e-01   0 4.169184e-01
## 1473    5  13  14   3.7013616 3.483120e-01 1.814400e-01   0 6.950771e-01
## 1474    5  13  14   5.9365194 1.161989e-01 6.808755e-01   0 2.926589e-01
## 1475    5  13  14   5.2997986 2.079073e-01 7.872489e-02   0 3.309536e-01
## 1476    5  13  14   7.3106478 1.071693e-01 1.676101e-01   0 5.211806e-01
## 1477    5  13  14   2.3093028 5.778331e-01 3.729694e-01   0 3.855849e-01
## 1478    5  13  14   4.0786845 1.214265e-01 6.235040e-01   0 8.535604e-01
## 1479    5  13  14   2.2715915 7.495838e-01 8.711198e-01   0 9.071173e-01
## 1480    5  13  14   4.3285513 1.139094e-01 9.238676e-01   0 6.168083e-01
## 1481    5  13  14   5.3974980 1.983633e-01 9.623649e-01   0 6.158582e-02
## 1482    5  13  14   4.5150697 1.268942e-01 9.961714e-01   0 1.902628e-01
## 1483    5  13  14   5.0254070 3.244484e-01 2.151701e-01   0 8.631364e-01
## 1484    5  13  14   4.5554797 1.100170e-01 2.151533e-01   0 8.991174e-01
## 1485    5  13  14   3.4875438 8.238209e-01 7.796470e-01   0 1.361742e-01
## 1486    5  13  14  14.1247683 8.591986e-02 9.554577e-01   0 6.934836e-02
## 1487    5  13  14   4.5464236 5.563290e-01 3.519931e-01   0 6.090509e-02
## 1488    5  13  14   5.8829993 1.178221e-01 6.855923e-01   0 2.808328e-01
## 1489    5  13  14   2.2072197 1.885086e-01 3.339988e-01   0 9.794849e-02
## 1490    5  13  14   4.8652444 1.189404e-01 8.282729e-01   0 3.595726e-01
## 1491    5  13  14   7.0692171 6.921477e-01 3.512218e-01   0 4.593107e-01
## 1492    5  13  14   4.3895639 1.125690e-01 5.824394e-01   0 8.317307e-01
## 1493    5  13  14   5.9169281 8.196366e-01 8.028027e-01   0 4.214041e-02
## 1494    5  13  14  15.1127588 7.285480e-02 8.976510e-01   0 7.465037e-02
## 1495    5  13  14   2.3464366 7.856526e-01 4.428183e-01   0 8.255861e-01
## 1496    5  13  14   4.2013761 1.071795e-01 5.785260e-01   0 9.694434e-01
## 1497    5  13  14   5.7151787 8.579082e-02 8.389848e-02   0 7.057683e-01
## 1498    5  13  14   7.2426563 1.194188e-01 1.514599e-01   0 4.565318e-01
## 1499    5  13  14   4.7367952 7.614889e-01 8.074781e-01   0 6.581541e-01
## 1500    5  13  14  21.7218876 7.445802e-02 7.837043e-01   0 7.298972e-02
## 1501    5  13  14   6.2361419 9.783992e-01 8.899452e-01   0 8.636284e-03
## 1502    5  13  14   5.5455131 9.955571e-01 9.851423e-01   0 1.871077e-01
## 1503    5  13  14   7.9082362 2.325976e-01 2.775597e-02   0 5.504406e-01
## 1504    5  13  14  10.7234834 1.147251e-01 1.544480e-01   0 2.952781e-01
## 1505    5  13  14   3.7932530 5.699423e-01 5.829300e-01   0 1.099418e-01
## 1506    5  13  14   5.0243792 1.226224e-01 8.963578e-01   0 2.480100e-01
## 1507    5  13  14   4.4809462 5.440179e-01 2.730561e-01   0 4.556097e-01
## 1508    5  13  14   5.7576564 1.213825e-01 4.054853e-02   0 6.487350e-01
## 1509    5  13  14   5.3783136 3.085966e-01 5.250483e-02   0 3.279905e-01
## 1510    5  13  14   8.8353878 1.129507e-01 9.056321e-02   0 4.167697e-01
## 1511    5  13  14   4.0273271 7.730415e-01 6.831302e-01   0 7.061760e-01
## 1512    5  13  14   5.0824237 1.156741e-01 7.456659e-01   0 4.219755e-01
## 1513    5  13  14   4.2109713 3.395758e-01 7.376974e-01   0 1.686516e-01
## 1514    5  13  14   4.9463808 1.119938e-01 9.249169e-01   0 3.111702e-01
## 1515    5  13  14   5.7687221 6.289093e-01 7.403145e-01   0 5.359137e-01
## 1516    5  13  14   5.0567690 1.169813e-01 7.966354e-01   0 4.244127e-01
## 1517    5  13  14   6.3878684 8.716126e-01 7.730097e-01   0 2.221670e-01
## 1518    5  13  14  16.2390986 8.584006e-02 8.892082e-01   0 7.207478e-02
## 1519    5  13  14   6.4926969 8.484635e-01 2.620351e-01   0 8.868413e-01
## 1520    5  13  14  30.3476877 9.172493e-02 4.089160e-01   0 6.842397e-02
## 1521    5  13  14   6.4143324 7.739191e-01 1.288300e-01   0 9.545611e-01
## 1522    5  13  14   3.9566157 1.191533e-01 1.443294e-01   0 9.495173e-01
## 1523    5  13  14   4.2775273 4.531039e-01 6.468296e-01   0 7.518812e-02
## 1524    5  13  14   6.0648315 1.224712e-01 6.720072e-01   0 2.095004e-01
## 1525    5  13  14   3.1984346 2.615259e-01 7.174736e-01   0 8.952860e-01
## 1526    5  13  14   4.6115606 1.156454e-01 7.201600e-01   0 6.282117e-01
## 1527    5  13  14   5.3312922 2.535052e-01 8.850216e-02   0 9.594253e-01
## 1528    5  13  14  11.6482173 1.152884e-01 8.514954e-02   0 3.011628e-01
## 1529    5  13  14   5.6639616 9.465851e-01 2.522119e-01   0 7.843644e-01
## 1530    5  13  14   9.8203194 1.216230e-01 7.522642e-02   0 3.577695e-01
## 1531    5  13  14   7.5977008 6.626416e-02 5.984374e-02   0 9.062782e-01
## 1532    5  13  14  18.9817638 5.852084e-02 3.826011e-01   0 3.117414e-01
## 1533    5  13  14   7.5025097 9.435709e-01 4.451922e-01   0 7.164309e-01
## 1534    5  13  14   7.7815380 1.143750e-01 3.204967e-01   0 3.462183e-01
## 1535    5  13  14   6.7764413 2.927769e-01 7.043003e-01   0 7.570973e-01
## 1536    5  13  14   4.4166248 1.185795e-01 8.424261e-01   0 6.079321e-01
## 1537    5  13  14   5.1783005 4.646978e-01 6.462336e-05   0 6.921630e-01
## 1538    5  13  14  19.3478482 1.154013e-01 1.813977e-04   0 2.220703e-01
## 1539    5  13  14   2.5598502 6.064794e-01 1.502982e-01   0 8.820777e-01
## 1540    5  13  14   7.2331895 1.121084e-01 1.805282e-01   0 4.749801e-01
## 1541    5  13  14   5.9921223 1.044821e-01 1.686116e-01   0 6.024018e-01
## 1542    5  13  14   4.3305116 1.105895e-01 6.523826e-01   0 8.386702e-01
## 1543    5  13  14   6.2185347 4.905521e-01 6.654871e-01   0 2.738094e-01
## 1544    5  13  14   6.0549417 1.196737e-01 5.646289e-01   0 3.589407e-01
## 1545    5  13  14   7.9182653 5.376965e-01 7.187834e-01   0 1.052128e-01
## 1546    5  13  14  17.1124371 6.433554e-02 4.990333e-01   0 1.303029e-01
## 1547    5  13  14   2.7510138 3.044628e-01 6.278507e-01   0 3.681426e-01
## 1548    5  13  14   4.6726439 1.143328e-01 9.067323e-01   0 4.892764e-01
## 1549    5  13  14   4.8078651 7.778565e-01 8.890835e-01   0 1.512185e-01
## 1550    5  13  14  21.4453868 6.387509e-02 7.441568e-01   0 7.905051e-02
## 1551    5  13  14   4.3711473 4.619890e-01 8.771757e-01   0 9.131209e-01
## 1552    5  13  14   6.1405606 1.095833e-01 6.521302e-01   0 3.470860e-01
## 1553    5  13  14   6.3934731 8.266883e-01 5.506508e-01   0 4.735406e-02
## 1554    5  13  14  22.3159477 7.605813e-02 5.595267e-01   0 7.200008e-02
## 1555    5  13  14   2.2471067 2.001563e-01 2.885034e-01   0 5.772532e-01
## 1556    5  13  14   7.2262828 1.192446e-01 5.369196e-01   0 2.271194e-01
## 1557    5  13  14   2.4542315 2.158610e-01 7.706930e-01   0 5.780985e-01
## 1558    5  13  14   4.5814251 1.234590e-01 9.303817e-01   0 2.840366e-01
## 1559    5  13  14   2.1540822 7.909888e-01 5.746308e-01   0 7.755356e-01
## 1560    5  13  14   5.6511438 1.132701e-01 7.261540e-01   0 3.201541e-01
## 1561    5  13  14   5.2371616 2.951194e-01 7.034104e-01   0 2.015077e-01
## 1562    5  13  14   5.4586055 1.156086e-01 6.343838e-01   0 4.342847e-01
## 1563    5  13  14   7.8452058 2.854335e-02 3.055575e-01   0 7.954508e-01
## 1564    5  13  14   7.4689913 1.190646e-01 4.546288e-01   0 2.770577e-01
## 1565    5  13  14   7.8181426 9.880358e-01 1.780131e-01   0 7.635303e-01
## 1566    5  13  14  52.0054603 8.765107e-02 2.086216e-01   0 6.810875e-02
## 1567    5  13  14   4.4985285 4.045091e-01 1.609413e-01   0 1.855058e-01
## 1568    5  13  14   7.8265688 1.153209e-01 2.808852e-01   0 3.757417e-01
## 1569    5  13  14   3.0792895 4.279613e-01 2.004274e-01   0 7.355408e-01
## 1570    5  13  14   4.4021789 1.059769e-01 9.123685e-02   0 9.775983e-01
## 1571    5  13  14   6.9243155 7.511702e-01 7.438023e-01   0 2.538248e-01
## 1572    5  13  14  23.7508788 9.298341e-02 5.569136e-01   0 6.687459e-02
## 1573    5  13  14   7.0517372 2.751442e-01 6.475469e-01   0 2.894708e-01
## 1574    5  13  14   4.6551078 1.140666e-01 8.422268e-01   0 4.902781e-01
## 1575    5  13  14   4.2338973 4.578239e-01 7.547175e-01   0 6.127332e-01
## 1576    5  13  14   5.1232536 1.167496e-01 8.341157e-01   0 3.126905e-01
## 1577    5  13  14   5.8750591 5.285148e-01 7.151156e-01   0 6.767467e-02
## 1578    5  13  14  15.7311592 8.431776e-02 9.048334e-01   0 7.033649e-02
## 1579    5  13  14   7.6987766 1.395737e-01 4.217604e-01   0 2.748130e-01
## 1580    5  13  14   4.8861144 1.211709e-01 7.794446e-01   0 3.631639e-01
## 1581    5  13  14   7.9567974 5.098106e-01 4.814582e-01   0 8.459198e-02
## 1582    5  13  14  16.4639208 8.778840e-02 8.684302e-01   0 6.973348e-02
## 1583    5  13  14   5.6806861 7.183697e-01 4.119551e-01   0 9.428879e-01
## 1584    5  13  14   7.1558047 1.200804e-01 4.992727e-01   0 2.585697e-01
## 1585    5  13  14   4.3070419 2.282575e-01 7.644847e-01   0 3.887329e-01
## 1586    5  13  14   4.7593513 1.196420e-01 7.194979e-01   0 5.058575e-01
## 1587    5  13  14   3.4820736 3.266614e-01 8.748802e-01   0 2.502027e-01
## 1588    5  13  14   5.1026161 1.219713e-01 8.815313e-01   0 2.261753e-01
## 1589    5  13  14   4.8811802 7.967621e-01 2.989736e-01   0 9.559453e-01
## 1590    5  13  14  19.0211183 9.178290e-01 2.845185e-01   0 9.765207e-01
## 1591    5  13  14   5.4141901 6.974551e-01 3.025677e-01   0 8.548494e-01
## 1592    5  13  14  12.7265124 7.978045e-02 9.165932e-01   0 8.074056e-01
## 1593    5  13  14   4.3954479 8.084951e-01 9.585089e-01   0 4.054843e-01
## 1594    5  13  14  17.3842694 8.501485e-02 9.238284e-01   0 6.836958e-02
## 1595    5  13  14   2.8871768 8.508655e-01 8.160364e-01   0 3.168727e-01
## 1596    5  13  14  13.6479243 8.669615e-02 8.342220e-01   0 6.731599e-02
## 1597    5  13  14   7.6199792 1.155119e-01 9.181133e-02   0 9.846151e-01
## 1598    5  13  14   4.7583756 9.384848e-02 1.601042e-01   0 9.956041e-01
## 1599    5  13  14   7.0530389 8.348796e-01 5.827897e-01   0 4.496433e-01
## 1600    5  13  14  18.3573097 8.174616e-02 9.408742e-01   0 7.110703e-02
## 1601    5  13  14   4.4261809 7.304370e-01 1.034498e-01   0 3.963057e-01
## 1602    5  13  14  11.8339582 1.183379e-01 6.749919e-03   0 3.435760e-01
## 1603    5  13  14   3.0982234 8.831177e-02 3.314253e-01   0 6.883838e-01
## 1604    5  13  14   6.1838413 1.180540e-01 6.580220e-01   0 2.543675e-01
## 1605    5  13  14   3.8179133 4.477210e-01 6.541799e-01   0 4.428304e-01
## 1606    5  13  14   4.8793737 1.152846e-01 9.010661e-01   0 3.377370e-01
## 1607    5  13  14   7.5391082 5.009381e-01 5.639491e-01   0 1.637147e-01
## 1608    5  13  14  19.3647120 8.543443e-02 7.768953e-01   0 7.086557e-02
## 1609    5  13  14   3.7322948 8.744077e-01 1.482935e-02   0 3.474563e-01
## 1610    5  13  14  54.6541543 6.396461e-02 1.530002e-01   0 8.461667e-02
## 1611    5  13  14   5.2548959 1.573063e-01 4.316950e-01   0 4.691082e-01
## 1612    5  13  14   5.7029221 1.143160e-01 7.127548e-01   0 3.460584e-01
## 1613    5  13  14   4.2730311 4.349736e-01 1.550226e-01   0 8.754407e-01
## 1614    5  13  14   5.4594516 1.114133e-01 6.704588e-01   0 4.382441e-01
## 1615    5  13  14   5.1938852 9.474258e-01 9.327781e-01   0 8.552080e-01
## 1616    5  13  14   3.8683090 6.900991e-01 9.506196e-01   0 8.647314e-01
## 1617    5  13  14   7.7249514 9.456386e-01 3.516064e-02   0 8.209518e-01
## 1618    5  13  14  40.9017448 6.673182e-02 1.933951e-01   0 9.017222e-02
## 1619    5  13  14   3.5789859 1.280848e-01 6.605002e-01   0 8.837646e-01
## 1620    5  13  14   4.7935142 1.125033e-01 7.703295e-01   0 5.334508e-01
## 1621    5  13  14   6.4371747 6.027233e-01 1.888189e-01   0 2.527458e-01
## 1622    5  13  14   5.3654343 1.176236e-01 6.387358e-01   0 4.093191e-01
## 1623    5  13  14   2.5263895 5.847798e-01 3.212889e-01   0 3.389647e-01
## 1624    5  13  14   4.4568585 1.150898e-01 6.269691e-01   0 7.628747e-01
## 1625    5  13  14   3.3330282 3.091145e-01 7.763860e-01   0 2.730795e-01
## 1626    5  13  14   4.3708086 1.075083e-01 8.613507e-01   0 9.038278e-01
## 1627    5  13  14   5.9360127 3.718641e-01 8.858946e-01   0 3.226638e-01
## 1628    5  13  14   4.6923649 1.164420e-01 9.715324e-01   0 3.017779e-01
## 1629    5  13  14   3.6313943 7.146762e-01 3.761631e-01   0 1.601382e-02
## 1630    5  13  14  19.9709012 5.843166e-02 6.248823e-01   0 9.342156e-02
## 1631    5  13  14   3.1079256 7.822306e-01 4.792742e-01   0 6.977091e-01
## 1632    5  13  14   6.7706324 1.113423e-01 2.406917e-01   0 5.246175e-01
## 1633    5  13  14   5.8339239 6.195179e-01 8.319078e-01   0 3.610269e-01
## 1634    5  13  14   5.4513298 1.142557e-01 7.641954e-01   0 3.416704e-01
## 1635    5  13  14   6.2872373 9.506092e-01 9.768527e-01   0 1.927740e-01
## 1636    5  13  14  14.0869228 9.313687e-02 9.522343e-01   0 6.715226e-02
## 1637    5  13  14   6.9175648 9.399735e-01 2.057570e-01   0 6.505569e-01
## 1638    5  13  14  13.6570121 9.444245e-01 2.850363e-01   0 2.222669e-01
## 1639    5  13  14   4.1864278 8.965577e-01 7.854275e-01   0 9.869045e-01
## 1640    5  13  14  14.3175597 5.060959e-02 9.311252e-01   0 9.469258e-01
## 1641    5  13  14   6.6972445 4.317335e-01 8.289728e-01   0 3.629819e-02
## 1642    5  13  14   4.4091205 1.222321e-01 9.410197e-01   0 3.419477e-01
## 1643    5  13  14   5.4114530 6.524589e-01 2.481807e-01   0 5.607271e-01
## 1644    5  13  14   7.5739857 1.189450e-01 3.876116e-01   0 3.095874e-01
## 1645    5  13  14   2.8277296 2.561970e-01 7.025212e-01   0 4.655734e-01
## 1646    5  13  14   4.8905948 1.133571e-01 8.897037e-01   0 3.622740e-01
## 1647    5  13  14   7.8500325 9.164766e-01 8.325915e-01   0 3.814297e-01
## 1648    5  13  14  23.2577059 9.596902e-02 5.619171e-01   0 6.447528e-02
## 1649    5  13  14   4.4293737 8.946283e-01 6.952789e-01   0 8.185688e-01
## 1650    5  13  14   4.3032167 1.061004e-01 3.731227e-01   0 9.752992e-01
## 1651    5  13  14   5.3498998 1.129950e-01 3.344966e-01   0 2.023484e-01
## 1652    5  13  14   4.9328405 1.169693e-01 8.413020e-01   0 3.402619e-01
## 1653    5  13  14   4.0480955 3.047956e-01 1.012599e-01   0 8.852414e-01
## 1654    5  13  14   6.4494316 1.211055e-01 1.583221e-01   0 5.170239e-01
## 1655    5  13  14   2.2614951 3.406534e-01 6.782143e-02   0 9.332275e-01
## 1656    5  13  14   3.0642841 1.514966e-01 1.524016e-01   0 9.871817e-01
## 1657    5  13  14   2.7578794 5.733915e-01 1.423123e-02   0 1.909762e-01
## 1658    5  13  14   5.0786970 1.199197e-01 3.509762e-02   0 7.507663e-01
## 1659    5  13  14   2.1726262 5.129097e-01 7.539600e-01   0 3.463366e-01
## 1660    5  13  14   6.3924086 1.165631e-01 6.531620e-01   0 2.570918e-01
## 1661    5  13  14   4.2803074 7.516728e-01 2.868260e-01   0 3.372293e-01
## 1662    5  13  14   4.5570815 1.222250e-01 8.953704e-01   0 3.557597e-01
## 1663    5  13  14   3.6804393 4.168088e-01 7.692699e-01   0 8.103699e-02
## 1664    5  13  14   4.7780212 1.193338e-01 7.960361e-01   0 4.402217e-01
## 1665    5  13  14   7.4654934 2.515560e-01 4.036592e-01   0 5.007474e-01
## 1666    5  13  14   5.5088978 1.203474e-01 7.592825e-01   0 2.646963e-01
## 1667    5  13  14   6.9142195 5.154158e-01 6.400156e-01   0 5.834286e-01
## 1668    5  13  14  19.1432285 9.698087e-02 6.893301e-01   0 6.535695e-02
## 1669    5  13  14   7.9148340 6.051446e-01 3.428958e-02   0 3.509547e-01
## 1670    5  13  14  15.6225967 1.191713e-01 1.170159e-02   0 2.565927e-01
## 1671    5  13  14   4.6709352 5.908236e-01 3.434294e-02   0 1.959027e-01
## 1672    5  13  14   7.6912531 1.198312e-01 3.773308e-01   0 2.996212e-01
## 1673    5  13  14   4.0383981 6.855886e-01 9.826903e-01   0 9.723432e-01
## 1674    5  13  14   4.4555914 1.207257e-01 9.859710e-01   0 3.065242e-01
## 1675    5  13  14   6.3177066 4.463417e-01 1.916172e-01   0 2.716344e-01
## 1676    5  13  14   4.3242847 1.154195e-01 8.219010e-01   0 6.710457e-01
## 1677    5  13  14   7.4124502 4.260632e-01 3.428532e-01   0 5.303230e-01
## 1678    5  13  14   5.6208689 1.250706e-01 7.271387e-01   0 2.236771e-01
## 1679    5  13  14   2.9713021 8.101882e-01 7.012640e-02   0 2.249580e-01
## 1680    5  13  14  41.3720050 7.664930e-02 3.247799e-01   0 7.516572e-02
## 1681    5  13  14   2.3076228 9.405739e-01 5.127138e-01   0 7.227131e-03
## 1682    5  13  14  15.8962776 6.785543e-02 5.161339e-01   0 1.282605e-01
## 1683    5  13  14   4.5992542 8.109606e-02 6.410912e-01   0 5.028282e-01
## 1684    5  13  14   3.8734974 1.211297e-01 5.425814e-01   0 9.084734e-01
## 1685    5  13  14   7.0808480 9.669376e-01 9.710125e-01   0 4.220126e-01
## 1686    5  13  14  10.1387148 4.031435e-01 9.600511e-01   0 1.493650e-01
## 1687    5  13  14   7.7685735 1.744340e-02 5.196905e-01   0 7.976439e-02
## 1688    5  13  14   4.8198958 1.163846e-01 7.624699e-01   0 4.661228e-01
## 1689    5  13  14   6.1207368 2.974220e-01 5.383129e-01   0 5.130570e-01
## 1690    5  13  14   4.2267593 1.130865e-01 9.398722e-01   0 6.977857e-01
## 1691    5  13  14   6.1390264 4.745196e-01 7.220428e-01   0 5.314364e-02
## 1692    5  13  14   4.1289353 1.134207e-01 9.853110e-01   0 7.468593e-01
## 1693    5  13  14   4.4919877 5.694597e-01 3.767241e-01   0 4.973879e-01
## 1694    5  13  14   5.2215802 1.178332e-01 8.320075e-01   0 3.091042e-01
## 1695    5  13  14   5.7570396 5.969650e-01 9.852326e-01   0 2.239311e-01
## 1696    5  13  14  13.1719202 9.291678e-02 9.837797e-01   0 6.717010e-02
## 1697    5  13  14   6.2445786 9.483453e-01 1.710029e-01   0 5.573859e-01
## 1698    5  13  14  31.8072093 8.974174e-02 3.851523e-01   0 6.832633e-02
## 1699    5  13  14   5.8612440 4.239816e-01 5.324110e-01   0 7.067213e-01
## 1700    5  13  14   4.8078499 1.121747e-01 6.570105e-01   0 6.242406e-01
## 1701    5  13  14   5.5744743 7.798079e-01 5.195251e-01   0 9.706579e-01
## 1702    5  13  14   3.7593663 1.228632e-01 3.833718e-01   0 9.589882e-01
## 1703    5  13  14   7.2375324 9.419551e-01 5.988083e-01   0 2.680304e-01
## 1704    5  13  14  20.9731405 8.736951e-02 6.617596e-01   0 7.147264e-02
## 1705    5  13  14   3.7885774 1.189381e-01 2.749354e-01   0 1.989278e-03
## 1706    5  13  14  19.2872891 9.987480e-02 6.300081e-01   0 6.374111e-02
## 1707    5  13  14   5.4751161 8.238832e-01 8.586399e-01   0 6.818005e-01
## 1708    5  13  14  20.3024572 1.608375e-01 8.176680e-01   0 1.125415e-01
## 1709    5  13  14   6.3311100 9.838911e-01 1.461674e-01   0 4.596068e-01
## 1710    5  13  14  23.0249838 9.985129e-01 2.425713e-02   0 2.343556e-01
## 1711    5  13  14   4.1495722 7.321557e-01 3.316099e-01   0 3.631957e-01
## 1712    5  13  14   4.9870157 1.144218e-01 5.718715e-01   0 6.388681e-01
## 1713    5  13  14   2.4435602 3.912390e-01 1.096123e-01   0 6.299333e-01
## 1714    5  13  14   5.9358134 1.090181e-01 4.607634e-01   0 5.369246e-01
## 1715    5  13  14   7.4246622 4.714631e-01 8.950935e-01   0 5.483042e-01
## 1716    5  13  14   5.0059144 1.178565e-01 8.754568e-01   0 3.258548e-01
## 1717    5  13  14   3.0205947 9.412843e-01 1.967373e-01   0 5.817354e-01
## 1718    5  13  14  34.4033917 7.984204e-02 4.685870e-01   0 7.602483e-02
## 1719    5  13  14   3.7949323 3.843203e-01 7.170866e-01   0 2.086993e-01
## 1720    5  13  14   4.2569327 1.144679e-01 9.600889e-01   0 5.312105e-01
## 1721    5  13  14   3.5230260 1.252628e-01 4.255871e-01   0 1.614123e-01
## 1722    5  13  14   4.7418532 1.163840e-01 7.930163e-01   0 4.452478e-01
## 1723    5  13  14   4.4135823 7.986984e-01 1.338520e-01   0 2.924090e-01
## 1724    5  13  14   6.5778812 1.098892e-01 6.050383e-01   0 3.222456e-01
## 1725    5  13  14   5.8821731 1.935063e-01 2.008804e-01   0 4.488005e-01
## 1726    5  13  14   4.6050804 1.155630e-01 3.533791e-01   0 8.070492e-01
## 1727    5  13  14   2.4631402 9.582138e-01 7.287693e-01   0 9.272657e-01
## 1728    5  13  14   5.3257155 1.157223e-01 8.681940e-01   0 2.882313e-01
## 1729    5  13  14   4.3584752 8.946506e-02 7.579128e-01   0 5.268822e-01
## 1730    5  13  14   4.7350107 1.219333e-01 9.475347e-01   0 2.085040e-01
## 1731    5  13  14   6.9373474 6.039343e-01 8.642841e-01   0 1.216577e-01
## 1732    5  13  14  20.0784937 4.221571e-02 5.568274e-01   0 2.278816e-01
## 1733    5  13  14   2.9547741 4.803933e-01 8.273956e-03   0 1.886324e-01
## 1734    5  13  14  13.0944462 1.098081e-01 2.768675e-02   0 3.202722e-01
## 1735    5  13  14   3.5079643 1.550843e-01 2.566729e-01   0 9.483732e-01
## 1736    5  13  14   4.4831944 1.188310e-01 8.475176e-01   0 5.085328e-01
## 1737    5  13  14   3.0778529 7.667569e-03 5.036594e-01   0 8.312721e-01
## 1738    5  13  14   9.5545255 6.116713e-02 8.496923e-01   0 3.238391e-01
## 1739    5  13  14   4.3570542 8.128052e-01 6.979660e-01   0 1.654621e-01
## 1740    5  13  14  17.9229286 7.838682e-02 8.756908e-01   0 7.206017e-02
## 1741    5  13  14   2.8399489 6.544693e-01 4.059512e-01   0 7.627153e-01
## 1742    5  13  14   5.0855358 1.178915e-01 7.272156e-01   0 4.349682e-01
## 1743    5  13  14   4.6486359 4.857676e-01 2.259625e-01   0 1.695903e-01
## 1744    5  13  14   6.8849198 1.213965e-01 5.281385e-01   0 2.586133e-01
## 1745    5  13  14   7.7531709 9.119337e-01 5.120553e-01   0 4.491870e-01
## 1746    5  13  14  19.2791924 6.595042e-02 7.471664e-01   0 7.874577e-02
## 1747    5  13  14   3.0998664 1.087960e-01 2.318706e-02   0 2.525924e-01
## 1748    5  13  14   5.0907676 1.076427e-01 2.291178e-02   0 8.249809e-01
## 1749    5  13  14   5.6274685 1.639682e-01 7.565339e-01   0 6.871398e-02
## 1750    5  13  14   4.3333906 1.153990e-01 8.308078e-01   0 7.428641e-01
## 1751    5  13  14   6.9591871 1.322923e-02 2.915898e-01   0 2.094018e-01
## 1752    5  13  14   5.3490173 1.178749e-01 7.843528e-01   0 3.082044e-01
## 1753    5  13  14   3.0100809 1.644036e-02 6.526374e-01   0 9.805702e-02
## 1754    5  13  14  10.6036366 6.591992e-02 8.674290e-01   0 1.874966e-01
## 1755    5  13  14   3.9702626 4.460722e-01 7.875500e-01   0 4.130918e-01
## 1756    5  13  14   4.0613112 1.140443e-01 8.715134e-01   0 9.238501e-01
## 1757    5  13  14   2.2100483 9.886805e-01 1.397137e-01   0 3.840827e-01
## 1758    5  13  14   1.6183380 2.739605e-01 5.351057e-01   0 9.944865e-01
## 1759    5  13  14   7.0766006 5.113079e-02 6.279488e-01   0 2.267315e-01
## 1760    5  13  14  15.5924838 9.105938e-02 9.091343e-01   0 6.693175e-02
## 1761    5  13  14   2.5845300 2.647750e-01 5.382127e-01   0 7.566872e-01
## 1762    5  13  14   5.4851238 1.160306e-01 7.631108e-01   0 2.940447e-01
## 1763    5  13  14   5.5211334 6.606898e-01 7.984835e-02   0 6.486130e-01
## 1764    5  13  14   5.0818756 1.217436e-01 8.906740e-01   0 2.685537e-01
## 1765    5  13  14   6.0584951 2.736605e-01 1.891256e-01   0 3.252266e-01
## 1766    5  13  14   5.7186314 1.180330e-01 7.979554e-01   0 2.419792e-01
## 1767    5  13  14   7.0493279 6.497628e-01 8.162644e-01   0 6.079231e-01
## 1768    5  13  14  18.0553818 8.171814e-02 8.901081e-01   0 7.381419e-02
## 1769    5  13  14   3.8162576 5.904548e-02 2.592092e-02   0 7.347403e-01
## 1770    5  13  14   8.6301028 1.176958e-01 2.267717e-02   0 4.471241e-01
## 1771    5  13  14   7.3260199 2.075001e-01 1.047197e-01   0 8.076463e-01
## 1772    5  13  14  14.8664161 1.138772e-01 2.896037e-02   0 2.670459e-01
## 1773    5  13  14   4.2613202 3.257467e-01 8.555732e-01   0 7.798237e-01
## 1774    5  13  14   4.5298533 1.175852e-01 9.699194e-01   0 2.960443e-01
## 1775    5  13  14   5.4724387 4.825545e-01 3.455551e-01   0 7.858438e-01
## 1776    5  13  14   6.2393494 1.249979e-01 5.940953e-01   0 2.286337e-01
## 1777    5  13  14   4.6777656 9.889688e-01 2.442555e-01   0 9.183592e-01
## 1778    5  13  14  11.8703504 4.259246e-01 7.141399e-01   0 1.390048e-01
## 1779    5  13  14   2.4118482 4.037237e-01 6.617539e-01   0 7.421808e-01
## 1780    5  13  14   4.9542048 1.156107e-01 9.072467e-01   0 3.402060e-01
## 1781    5  13  14   4.9263461 3.867355e-02 5.971422e-01   0 8.365445e-01
## 1782    5  13  14   6.3194942 1.234098e-01 4.184029e-01   0 3.581185e-01
## 1783    5  13  14   4.0799710 1.158285e-01 3.127901e-01   0 6.430983e-01
## 1784    5  13  14   4.6802227 1.158016e-01 7.756020e-01   0 5.778603e-01
## 1785    5  13  14   6.8658992 8.701839e-02 2.507646e-01   0 8.198083e-02
## 1786    5  13  14   4.6616775 9.785778e-02 2.952779e-01   0 9.839350e-01
## 1787    5  13  14   2.9538482 5.801974e-01 9.193386e-01   0 4.551018e-01
## 1788    5  13  14   4.4744893 1.189034e-01 9.900884e-01   0 3.316402e-01
## 1789    5  13  14   5.5088449 9.730399e-01 5.173515e-01   0 3.076217e-01
## 1790    5  13  14  18.9542867 1.087638e-01 6.964928e-01   0 6.446128e-02
## 1791    5  13  14   2.3096017 9.206960e-02 8.248314e-01   0 8.166286e-02
## 1792    5  13  14   4.7894622 1.115263e-01 8.834146e-01   0 4.810629e-01
## 1793    5  13  14   6.8001633 8.050386e-01 3.498838e-01   0 6.559771e-01
## 1794    5  13  14   4.8699517 1.153765e-01 8.061652e-01   0 4.243822e-01
## 1795    5  13  14   4.7466771 2.375868e-01 2.667199e-01   0 8.387292e-01
## 1796    5  13  14   6.9915898 1.128207e-01 1.219981e-01   0 5.343683e-01
## 1797    5  13  14   5.1744842 4.812440e-02 4.559535e-01   0 7.828195e-01
## 1798    5  13  14   5.3975634 1.145426e-01 7.432240e-01   0 3.226193e-01
## 1799    5  13  14   2.0043892 2.399155e-01 4.491285e-02   0 3.870191e-01
## 1800    5  13  14   8.9218345 1.149638e-01 2.143917e-01   0 3.262190e-01
## 1801    5  13  14   5.4043901 6.424444e-01 5.111569e-01   0 8.874673e-01
## 1802    5  13  14   7.0783160 1.192556e-01 3.995786e-01   0 3.333661e-01
## 1803    5  13  14   7.5188508 1.632257e-01 6.807096e-03   0 7.550836e-01
## 1804    5  13  14   6.9066362 1.187647e-01 4.592065e-01   0 3.134735e-01
## 1805    5  13  14   3.0339456 4.428914e-01 6.152056e-01   0 6.539949e-01
## 1806    5  13  14   5.5457983 1.200848e-01 7.330741e-01   0 2.723583e-01
## 1807    5  13  14   3.1371771 2.785948e-02 7.110134e-01   0 8.113215e-01
## 1808    5  13  14   6.2817506 1.202088e-01 6.911842e-01   0 2.133812e-01
## 1809    5  13  14   2.9971139 1.484493e-01 3.120607e-01   0 9.903126e-01
## 1810    5  13  14   4.1449451 1.057316e-01 2.378073e-01   0 9.984682e-01
## 1811    5  13  14   3.1350674 9.476534e-01 8.450166e-02   0 2.587339e-01
## 1812    5  13  14  21.4921586 8.700051e-02 5.968152e-01   0 6.819257e-02
## 1813    5  13  14   3.3471341 7.337422e-01 6.455693e-01   0 3.173715e-01
## 1814    5  13  14  15.4277864 7.106121e-02 8.675322e-01   0 7.697772e-02
## 1815    5  13  14   5.8562262 6.249453e-01 4.328759e-01   0 1.921903e-01
## 1816    5  13  14   5.3289299 1.124220e-01 4.306602e-01   0 6.108307e-01
## 1817    5  13  14   3.6616724 8.351849e-01 3.546849e-01   0 5.280583e-02
## 1818    5  13  14  15.0625278 4.486435e-02 9.043436e-01   0 1.339962e-01
## 1819    5  13  14   4.8688485 1.989638e-01 3.367715e-02   0 1.034815e-01
## 1820    5  13  14  16.0468156 1.217319e-01 3.755260e-02   0 2.254416e-01
## 1821    5  13  14   5.7973412 9.868329e-01 4.586746e-03   0 1.227784e-01
## 1822    5  13  14  25.8359284 9.864173e-01 1.738939e-03   0 1.975697e-01
## 1823    5  13  14   3.3429322 2.934275e-01 2.648850e-01   0 2.842730e-01
## 1824    5  13  14   7.1048211 1.187355e-01 3.693085e-01   0 3.542911e-01
## 1825    5  13  14   7.1880552 7.498435e-02 7.501166e-01   0 1.929980e-01
## 1826    5  13  14   4.8368559 1.033566e-01 8.620129e-01   0 7.162027e-01
## 1827    5  13  14   3.5935643 1.326137e-01 8.206848e-01   0 8.764105e-01
## 1828    5  13  14   4.2250310 1.126303e-01 9.311560e-01   0 7.760264e-01
## 1829    5  13  14   2.2610093 9.992676e-01 4.316364e-01   0 8.907547e-01
## 1830    5  13  14   0.7847200 9.995891e-01 2.676398e-01   0 9.866850e-01
## 1831    5  13  14   4.9181202 7.554885e-02 7.419088e-01   0 6.073256e-02
## 1832    5  13  14   4.5060905 1.160355e-01 8.771925e-01   0 5.245704e-01
## 1833    5  13  14   5.4258648 2.678566e-02 9.019557e-01   0 1.849763e-01
## 1834    5  13  14   4.4694034 1.157789e-01 9.305866e-01   0 4.683127e-01
## 1835    5  13  14   5.0996356 7.876361e-01 9.260620e-01   0 3.838463e-01
## 1836    5  13  14  10.3889820 6.451339e-02 7.413920e-01   0 3.840136e-01
## 1837    5  13  14   3.2146670 7.078660e-01 9.224403e-01   0 4.857456e-01
## 1838    5  13  14   4.6833870 1.194282e-01 9.365093e-01   0 2.850995e-01
## 1839    5  13  14   7.9349141 7.117592e-01 7.493004e-01   0 8.646058e-01
## 1840    5  13  14   5.6353222 1.227412e-01 6.808996e-01   0 3.153165e-01
## 1841    5  13  14   3.9398997 7.334769e-01 7.345644e-02   0 4.010856e-01
## 1842    5  13  14   4.6930735 1.181665e-01 3.289159e-01   0 7.440044e-01
## 1843    5  13  14   2.9587826 9.595522e-01 5.488902e-01   0 7.154125e-02
## 1844    5  13  14  18.5715731 1.115990e-01 6.571553e-01   0 6.477439e-02
## 1845    5  13  14   5.1448819 3.137812e-01 4.601157e-01   0 6.144877e-01
## 1846    5  13  14   5.4444363 1.122572e-01 5.244150e-01   0 5.470683e-01
## 1847    5  13  14   2.0929600 8.616530e-01 6.093048e-01   0 7.685280e-02
## 1848    5  13  14  15.3831738 8.983291e-02 9.054899e-01   0 6.908999e-02
## 1849    5  13  14   5.2896805 2.437898e-01 9.814219e-01   0 5.195805e-01
## 1850    5  13  14   4.6861293 1.107153e-01 9.633819e-01   0 4.707482e-01
## 1851    5  13  14   6.6110346 1.379535e-01 6.806936e-01   0 1.928568e-01
## 1852    5  13  14   5.5208581 8.213978e-02 8.712923e-01   0 9.748681e-01
## 1853    5  13  14   3.3726896 1.335022e-01 2.926339e-01   0 9.419107e-01
## 1854    5  13  14   8.2653888 1.127785e-01 1.498195e-01   0 4.077704e-01
## 1855    5  13  14   4.0842600 8.754013e-01 6.574965e-01   0 5.685387e-01
## 1856    5  13  14  16.5473408 9.214611e-02 7.783240e-01   0 6.699897e-02
## 1857    5  13  14   4.2362219 5.556766e-01 6.132933e-02   0 7.398565e-01
## 1858    5  13  14  11.0711758 1.175280e-01 4.794080e-02   0 3.423391e-01
## 1859    5  13  14   6.1989663 2.772823e-01 4.673362e-01   0 6.944838e-01
## 1860    5  13  14   4.6769991 9.940798e-02 5.365293e-01   0 9.905225e-01
## 1861    5  13  14   3.7227426 1.551202e-01 8.115222e-01   0 3.153376e-01
## 1862    5  13  14   5.5350801 1.103443e-01 3.824803e-01   0 5.914585e-01
## 1863    5  13  14   7.1320118 2.261183e-01 9.134100e-01   0 6.704086e-01
## 1864    5  13  14   5.0393135 1.158914e-01 7.702806e-01   0 3.871713e-01
## 1865    5  13  14   5.3624027 5.318155e-01 1.673661e-01   0 5.801085e-01
## 1866    5  13  14   4.6204688 1.088296e-01 6.596992e-01   0 7.791803e-01
## 1867    5  13  14   4.3221174 2.872847e-01 7.735328e-01   0 1.462780e-01
## 1868    5  13  14   4.3381192 1.085367e-01 7.098000e-01   0 9.352976e-01
## 1869    5  13  14   3.6700463 8.004868e-01 5.607461e-02   0 3.515657e-01
## 1870    5  13  14   7.4828282 1.199162e-01 6.030221e-02   0 4.814388e-01
## 1871    5  13  14   7.0036191 3.223038e-01 8.189740e-01   0 9.195651e-01
## 1872    5  13  14   5.1194776 1.137242e-01 5.716934e-01   0 5.845840e-01
## 1873    5  13  14   4.2460741 9.730902e-01 2.485653e-01   0 7.728006e-02
## 1874    5  13  14  26.4523922 8.691976e-02 4.987070e-01   0 7.011754e-02
## 1875    5  13  14   2.1906384 6.389366e-03 7.154202e-01   0 3.193562e-01
## 1876    5  13  14   4.8271058 1.159917e-01 7.298402e-01   0 5.273240e-01
## 1877    5  13  14   2.1687371 4.571760e-01 7.427231e-02   0 7.259908e-01
## 1878    5  13  14   8.7476135 1.263971e-01 3.453273e-01   0 2.147620e-01
## 1879    5  13  14   3.8619002 3.509561e-01 2.749177e-01   0 8.050636e-01
## 1880    5  13  14   4.8809412 1.166094e-01 5.595884e-01   0 6.179830e-01
## 1881    5  13  14   4.9930764 3.218094e-01 7.942405e-01   0 3.210902e-01
## 1882    5  13  14   4.2765313 1.152565e-01 8.415511e-01   0 7.283094e-01
## 1883    5  13  14   2.7738016 4.052112e-01 4.778298e-01   0 6.294306e-01
## 1884    5  13  14   5.2633836 1.114456e-01 7.145621e-01   0 4.119086e-01
## 1885    5  13  14   6.4483782 1.127090e-01 2.060717e-01   0 7.432605e-01
## 1886    5  13  14   4.5266154 1.102136e-01 2.290679e-01   0 8.876324e-01
## 1887    5  13  14   7.1270854 5.859690e-01 4.487351e-01   0 9.281606e-01
## 1888    5  13  14  14.9270464 4.982521e-02 7.810270e-01   0 1.292754e-01
## 1889    5  13  14   3.6096569 4.946623e-02 5.966001e-01   0 9.530212e-01
## 1890    5  13  14   2.7796153 1.615618e-01 6.685787e-01   0 9.827356e-01
## 1891    5  13  14   4.8956646 9.960265e-02 4.632334e-02   0 1.964752e-01
## 1892    5  13  14   6.4909680 1.211386e-01 5.294643e-01   0 2.873086e-01
## 1893    5  13  14   4.2192085 2.420007e-01 2.220082e-01   0 1.514317e-01
## 1894    5  13  14   5.5891087 1.165913e-01 5.252608e-01   0 4.540419e-01
## 1895    5  13  14   5.5326159 4.930742e-01 5.474539e-01   0 1.923769e-01
## 1896    5  13  14   4.1200980 1.117877e-01 7.608350e-01   0 9.497247e-01
## 1897    5  13  14   2.2319602 7.972039e-01 5.548181e-01   0 7.208544e-01
## 1898    5  13  14   4.5287811 1.212838e-01 9.151688e-01   0 3.517288e-01
## 1899    5  13  14   6.1505183 6.781912e-01 9.226345e-01   0 9.812007e-01
## 1900    5  13  14   7.9627993 5.161197e-02 9.963551e-01   0 9.027858e-01
## 1901    5  13  14   7.6007990 6.694919e-01 8.272632e-01   0 2.587015e-01
## 1902    5  13  14  13.8049805 9.887103e-02 9.203548e-01   0 6.458964e-02
## 1903    5  13  14   7.7634103 7.154142e-01 9.051040e-01   0 6.786854e-03
## 1904    5  13  14  12.5750801 1.015590e-01 9.903906e-01   0 6.444810e-02
## 1905    5  13  14   7.5889305 1.345971e-01 6.037416e-02   0 6.237358e-01
## 1906    5  13  14   6.3849590 1.236498e-01 6.372837e-01   0 2.048666e-01
## 1907    5  13  14   6.3983708 8.964445e-01 2.692535e-01   0 5.635086e-01
## 1908    5  13  14  55.1125860 9.237936e-02 2.078757e-01   0 6.993783e-02
## 1909    5  13  14   4.2927138 3.520145e-01 4.569198e-01   0 2.577834e-01
## 1910    5  13  14   4.2279654 1.199977e-01 6.039602e-01   0 8.221504e-01
## 1911    5  13  14   2.5162633 7.924709e-01 1.741213e-01   0 2.948547e-01
## 1912    5  13  14   4.7751160 1.136288e-01 8.615419e-01   0 4.686089e-01
## 1913    5  13  14   2.2926258 8.856690e-02 5.234453e-01   0 3.665346e-01
## 1914    5  13  14   5.3345023 1.107296e-01 8.170410e-01   0 3.248116e-01
## 1915    5  13  14   3.9950246 6.118755e-01 6.342060e-01   0 5.312974e-01
## 1916    5  13  14   4.6918957 1.230356e-01 8.601722e-01   0 4.179089e-01
## 1917    5  13  14   5.7257801 2.650567e-01 9.196845e-01   0 6.492095e-01
## 1918    5  13  14   5.1949139 1.086503e-01 8.510224e-01   0 4.155525e-01
## 1919    5  13  14   3.0435972 1.962864e-01 5.399983e-01   0 6.970246e-01
## 1920    5  13  14   4.7168051 1.153194e-01 9.497861e-01   0 3.741063e-01
## 1921    5  13  14   6.7173387 9.103821e-01 2.652118e-02   0 8.149059e-01
## 1922    5  13  14  46.5230973 7.605084e-02 2.854206e-01   0 7.173015e-02
## 1923    5  13  14   7.9205546 6.919952e-01 4.784075e-01   0 8.516900e-01
## 1924    5  13  14   4.6981363 1.159811e-01 8.325569e-01   0 4.520533e-01
## 1925    5  13  14   4.5989398 5.523458e-01 4.940591e-01   0 1.143025e-01
## 1926    5  13  14   4.7433008 1.119377e-01 9.053923e-01   0 4.599990e-01
## 1927    5  13  14   3.5838409 8.079850e-01 5.866061e-01   0 4.746978e-01
## 1928    5  13  14  14.2628169 8.608960e-02 8.869525e-01   0 6.869652e-02
## 1929    5  13  14   4.9670511 8.743787e-01 3.236007e-01   0 2.462008e-01
## 1930    5  13  14  56.0379842 9.766407e-02 1.846515e-01   0 6.553716e-02
## 1931    5  13  14   2.9238749 5.230665e-01 4.744610e-01   0 8.989537e-01
## 1932    5  13  14   4.2185220 1.142336e-01 8.702279e-01   0 6.805409e-01
## 1933    5  13  14   4.8327751 9.447268e-02 4.246546e-01   0 3.564815e-01
## 1934    5  13  14   5.1109027 1.165649e-01 7.543499e-01   0 4.172470e-01
## 1935    5  13  14   6.2258589 2.005935e-01 8.784836e-01   0 2.583428e-02
## 1936    5  13  14   4.7645568 1.258532e-01 8.598181e-01   0 2.684401e-01
## 1937    5  13  14   3.8814341 4.598119e-01 8.292357e-01   0 7.373388e-01
## 1938    5  13  14   4.7800402 1.187763e-01 9.216591e-01   0 2.734905e-01
## 1939    5  13  14   6.0270854 6.870901e-01 4.489914e-01   0 3.990839e-01
## 1940    5  13  14   3.8475141 1.182380e-01 1.327817e-01   0 9.669739e-01
## 1941    5  13  14   6.7523848 1.427752e-01 5.388299e-02   0 2.297467e-01
## 1942    5  13  14   4.5005961 1.166662e-01 5.658636e-02   0 8.750586e-01
## 1943    5  13  14   5.0677917 7.392325e-01 2.956428e-01   0 5.001568e-01
## 1944    5  13  14   6.7884489 1.181879e-01 4.408337e-01   0 3.324858e-01
## 1945    5  13  14   6.1566628 7.661993e-01 4.591178e-01   0 9.279124e-01
## 1946    5  13  14  14.5704104 5.642106e-02 6.516170e-02   0 9.944816e-01
## 1947    5  13  14   3.8417694 7.111209e-01 4.132647e-01   0 1.775365e-01
## 1948    5  13  14   5.9011884 1.218323e-01 6.631346e-01   0 2.576379e-01
## 1949    5  13  14   5.7684091 2.214089e-01 9.958742e-01   0 8.892503e-01
## 1950    5  13  14   4.4656105 1.153144e-01 9.926224e-01   0 4.076225e-01
## 1951    5  13  14   6.4484207 9.130257e-01 7.330381e-01   0 4.108395e-01
## 1952    5  13  14  13.5692514 1.031034e-01 9.868258e-01   0 6.575175e-02
## 1953    5  13  14   4.5238430 4.130196e-01 2.772803e-01   0 3.833463e-01
## 1954    5  13  14   6.8144139 1.122326e-01 5.318916e-01   0 2.910794e-01
## 1955    5  13  14   2.1317545 8.999772e-01 7.702045e-01   0 1.490690e-01
## 1956    5  13  14   4.9832086 1.221709e-01 8.585070e-01   0 3.011333e-01
## 1957    5  13  14   3.2240805 5.779028e-02 6.089944e-01   0 5.055348e-01
## 1958    5  13  14   4.1905332 1.073509e-01 9.423402e-01   0 9.829650e-01
## 1959    5  13  14   4.5018979 1.056781e-01 7.455628e-01   0 1.502920e-01
## 1960    5  13  14   5.3999300 1.251614e-01 8.198924e-01   0 1.863774e-01
## 1961    5  13  14   2.7418820 4.466971e-02 1.555113e-01   0 3.605361e-01
## 1962    5  13  14  38.6111685 4.301947e-02 2.603351e-01   0 2.234841e-01
## 1963    5  13  14   2.5755720 8.793413e-01 4.774604e-01   0 1.897118e-02
## 1964    5  13  14  12.0357272 5.662471e-02 8.963993e-01   0 1.324885e-01
## 1965    5  13  14   4.7530296 2.467182e-01 1.492881e-02   0 5.016888e-01
## 1966    5  13  14   7.5211937 1.188442e-01 3.777034e-02   0 4.983265e-01
## 1967    5  13  14   6.5716139 6.101222e-01 5.881221e-01   0 6.283359e-01
## 1968    5  13  14   4.7658011 1.249723e-01 8.390717e-01   0 2.883692e-01
## 1969    5  13  14   3.9874791 7.503683e-01 5.434173e-01   0 4.713211e-01
## 1970    5  13  14  10.4898174 5.797219e-02 9.212497e-01   0 1.624441e-01
## 1971    5  13  14   4.8401077 1.184203e-01 7.352217e-01   0 1.938251e-01
## 1972    5  13  14   4.4219293 1.044986e-01 9.885499e-01   0 8.219010e-01
## 1973    5  13  14   5.1498205 4.698208e-01 3.241662e-01   0 4.349244e-01
## 1974    5  13  14   4.1585491 1.133712e-01 6.069858e-01   0 9.205289e-01
## 1975    5  13  14   4.1060786 1.244675e-01 7.476164e-02   0 7.899599e-01
## 1976    5  13  14   9.5935048 1.192151e-01 7.521166e-02   0 3.594762e-01
## 1977    5  13  14   6.9723057 7.049484e-01 4.475225e-01   0 9.116753e-02
## 1978    5  13  14  27.5058705 8.648321e-02 5.256944e-01   0 7.019745e-02
## 1979    5  13  14   4.6973355 8.162859e-01 2.227937e-01   0 1.662138e-01
## 1980    5  13  14   4.3656541 1.100143e-01 2.543394e-01   0 9.899045e-01
## 1981    5  13  14   6.4571703 7.254490e-01 6.703752e-01   0 9.325940e-01
## 1982    5  13  14   4.2681718 1.142185e-01 8.524903e-01   0 7.620112e-01
## 1983    5  13  14   7.3286320 8.354943e-01 3.169073e-01   0 6.325005e-01
## 1984    5  13  14  21.4152794 9.100657e-02 6.762105e-01   0 6.640731e-02
## 1985    5  13  14   3.0086828 2.023852e-01 6.670930e-02   0 4.905548e-01
## 1986    5  13  14  16.8308469 1.165085e-01 1.111619e-02   0 2.456457e-01
## 1987    5  13  14   5.5630204 8.033188e-01 4.054073e-01   0 8.159916e-01
## 1988    5  13  14  19.3689030 9.930192e-02 6.102779e-01   0 6.414835e-02
## 1989    5  13  14   3.6282364 9.778430e-01 8.411985e-01   0 5.266427e-01
## 1990    5  13  14  12.7420799 1.089179e-01 9.675849e-01   0 6.468473e-02
## 1991    5  13  14   3.6015621 6.863921e-01 9.683717e-01   0 5.068655e-01
## 1992    5  13  14   4.1662172 1.176243e-01 9.795168e-01   0 6.712537e-01
## 1993    5  13  14   7.8251355 8.728871e-01 7.295252e-01   0 3.032354e-01
## 1994    5  13  14  17.8501600 1.008972e-01 6.855787e-01   0 6.330650e-02
## 1995    5  13  14   6.2670591 8.621309e-01 1.817428e-01   0 8.263444e-01
## 1996    5  13  14   7.8709650 1.147454e-01 2.118508e-01   0 4.076872e-01
## 1997    5  13  14   7.1187419 6.701759e-01 3.427308e-01   0 5.064223e-01
## 1998    5  13  14  17.4415255 5.708512e-02 9.019657e-01   0 8.979741e-02
## 1999    5  13  14   4.4484574 1.295349e-01 3.713076e-01   0 4.162426e-01
## 2000    5  13  14   4.6780230 1.172598e-01 6.072812e-02   0 8.107429e-01
## 2001    5  13  14   4.7839707 3.137342e-01 4.578690e-02   0 7.125780e-01
## 2002    5  13  14  11.0055146 1.229737e-01 3.794651e-02   0 3.350184e-01
## 2003    5  13  14   5.3264726 1.046517e-01 6.822016e-01   0 4.050985e-01
## 2004    5  13  14   4.8885243 1.103170e-01 2.719868e-01   0 7.925548e-01
## 2005    5  13  14   6.4292327 4.444111e-01 5.966433e-01   0 2.175155e-01
## 2006    5  13  14   4.2069250 1.128240e-01 4.926338e-01   0 9.202190e-01
## 2007    5  13  14   3.5876426 4.748856e-01 5.258135e-01   0 5.496766e-01
## 2008    5  13  14   5.3988104 1.166541e-01 5.545779e-01   0 4.962195e-01
## 2009    5  13  14   7.6462545 4.645553e-01 8.682979e-01   0 8.152843e-01
## 2010    5  13  14   5.3612571 1.159061e-01 7.897425e-01   0 2.828152e-01
## 2011    5  13  14   4.5650197 3.071377e-01 2.421566e-01   0 3.313874e-01
## 2012    5  13  14  34.8166342 2.054732e-01 9.201718e-01   0 7.514397e-01
## 2013    5  13  14   5.3578619 5.094636e-01 8.226034e-01   0 9.230287e-01
## 2014    5  13  14   4.5372964 1.147736e-01 8.385681e-01   0 5.215740e-01
## 2015    5  13  14   6.7990380 7.758775e-01 9.962726e-02   0 1.623550e-01
## 2016    5  13  14   8.5268051 1.208926e-01 3.788007e-01   0 2.205250e-01
## 2017    5  13  14   3.2405781 6.403303e-01 3.518491e-01   0 2.519996e-01
## 2018    5  13  14   5.8087075 1.148641e-01 4.063723e-01   0 5.194023e-01
## 2019    5  13  14   3.8232515 1.991295e-01 6.700003e-01   0 1.782569e-01
## 2020    5  13  14   4.6996581 1.161401e-01 9.654732e-01   0 2.906316e-01
## 2021    5  13  14   3.8110473 4.919581e-01 1.314766e-01   0 1.037918e-01
## 2022    5  13  14   6.1460126 1.216005e-01 4.309877e-01   0 3.927410e-01
## 2023    5  13  14   2.2636441 5.642906e-01 7.611001e-01   0 7.915910e-01
## 2024    5  13  14   4.6588777 1.113687e-01 8.955616e-01   0 4.895357e-01
## 2025    5  13  14   2.7669225 2.476869e-01 7.246108e-01   0 2.930894e-01
## 2026    5  13  14   5.9260874 1.154710e-01 5.764199e-01   0 4.011053e-01
## 2027    5  13  14   3.1158309 5.219772e-01 1.134229e-01   0 4.286289e-01
## 2028    5  13  14   8.5358228 1.260737e-01 3.682156e-01   0 2.177357e-01
## 2029    5  13  14   3.3881426 6.327471e-01 2.081181e-01   0 9.802440e-01
## 2030    5  13  14   2.2011079 2.101454e-01 6.126299e-01   0 9.806246e-01
## 2031    5  13  14   6.3144164 4.249362e-02 7.255248e-01   0 6.795969e-01
## 2032    5  13  14  19.3027775 9.575185e-02 6.379465e-01   0 6.573106e-02
## 2033    5  13  14   3.4966096 6.607312e-01 3.375083e-01   0 8.172064e-01
## 2034    5  13  14   4.7116753 1.156893e-01 8.991434e-01   0 4.236854e-01
## 2035    5  13  14   7.2647995 6.233038e-01 2.195690e-01   0 9.429320e-01
## 2036    5  13  14   5.8453767 1.232020e-01 5.375082e-01   0 3.532972e-01
## 2037    5  13  14   2.4389114 6.816076e-01 6.650345e-01   0 6.257855e-01
## 2038    5  13  14   5.8003173 1.227978e-01 7.530336e-01   0 2.526374e-01
## 2039    5  13  14   7.2894310 2.993355e-01 5.916221e-01   0 5.825968e-01
## 2040    5  13  14   5.3203934 1.203351e-01 7.424000e-01   0 3.045385e-01
## 2041    5  13  14   7.8483066 4.009635e-01 2.302526e-01   0 7.964426e-01
## 2042    5  13  14   5.9834862 1.185532e-01 5.911774e-01   0 3.629799e-01
## 2043    5  13  14   7.8253054 6.120785e-01 9.917404e-02   0 6.947345e-01
## 2044    5  13  14   5.4285134 1.105202e-01 7.575652e-01   0 3.852354e-01
## 2045    5  13  14   5.8144781 3.771312e-01 5.979570e-01   0 2.655403e-01
## 2046    5  13  14   4.9541911 1.182997e-01 5.245809e-01   0 6.085454e-01
## 2047    5  13  14   4.2712536 5.510270e-01 1.182758e-01   0 8.639013e-01
## 2048    5  13  14   6.0968270 1.175309e-01 5.154569e-02   0 6.204236e-01
## 2049    5  13  14   3.3721832 7.873611e-01 7.959265e-01   0 8.929786e-01
## 2050    5  13  14  13.4402227 4.498687e-02 9.753352e-01   0 6.117956e-01
## 2051    5  13  14   6.0456922 3.559229e-01 6.337883e-01   0 6.983756e-01
## 2052    5  13  14   4.1634814 1.119380e-01 9.497175e-01   0 8.108363e-01
## 2053    5  13  14   7.8979418 5.602268e-01 5.362267e-01   0 4.736003e-01
## 2054    5  13  14   4.6119730 1.173027e-01 8.909141e-01   0 4.371199e-01
## 2055    5  13  14   3.0608858 7.954111e-01 3.837543e-01   0 6.928222e-02
## 2056    5  13  14  15.3068502 9.000500e-02 8.882425e-01   0 6.923466e-02
## 2057    5  13  14   7.4891352 2.937988e-01 6.464448e-02   0 5.146488e-01
## 2058    5  13  14   5.1826804 1.093817e-01 5.581174e-02   0 7.775727e-01
## 2059    5  13  14   4.4872105 2.393054e-01 1.250460e-01   0 4.165299e-01
## 2060    5  13  14   4.4191614 1.047617e-01 2.884748e-01   0 9.229703e-01
## 2061    5  13  14   7.2531378 5.924622e-01 1.341517e-01   0 7.476292e-01
## 2062    5  13  14   6.2590672 1.170431e-01 5.610066e-01   0 3.187448e-01
## 2063    5  13  14   3.4792009 9.499828e-01 9.179673e-01   0 2.934444e-01
## 2064    5  13  14  15.5688602 7.415431e-02 8.838210e-01   0 7.233078e-02
## 2065    5  13  14   3.2493517 7.450111e-01 3.475288e-01   0 3.860422e-02
## 2066    5  13  14   7.4655238 1.171983e-01 3.136875e-01   0 3.703046e-01
## 2067    5  13  14   5.9491604 3.959539e-01 6.345210e-01   0 9.343704e-01
## 2068    5  13  14   4.8045557 1.178772e-01 7.245242e-01   0 4.744604e-01
## 2069    5  13  14   2.8831551 4.097928e-01 1.395091e-01   0 6.947756e-01
## 2070    5  13  14   5.4211927 1.086411e-01 5.483202e-01   0 5.560039e-01
## 2071    5  13  14   4.4003688 5.308781e-01 8.733739e-01   0 6.635856e-02
## 2072    5  13  14   4.1882398 1.120342e-01 9.760466e-01   0 8.263147e-01
## 2073    5  13  14   6.4807187 5.507348e-01 1.253299e-01   0 6.377976e-01
## 2074    5  13  14   4.8360199 1.040480e-01 3.991122e-01   0 8.528624e-01
## 2075    5  13  14   7.9512423 3.916714e-01 2.441917e-01   0 9.843887e-01
## 2076    5  13  14  10.2067364 5.765079e-02 1.050913e-02   0 9.758844e-01
## 2077    5  13  14   7.0722469 1.810890e-01 1.871397e-01   0 5.973226e-01
## 2078    5  13  14   4.7739363 1.122492e-01 9.542450e-01   0 3.109334e-01
## 2079    5  13  14   2.3498840 2.878142e-01 7.440300e-01   0 5.926886e-01
## 2080    5  13  14   5.1446458 1.182443e-01 8.306741e-01   0 2.763854e-01
## 2081    5  13  14   6.4613904 2.181518e-01 1.449271e-01   0 7.499046e-01
## 2082    5  13  14   4.7873411 1.128207e-01 7.375571e-01   0 5.604880e-01
## 2083    5  13  14   3.1957466 7.550179e-01 9.100760e-01   0 1.035967e-01
## 2084    5  13  14   5.0402245 1.228989e-01 8.443634e-01   0 2.568603e-01
## 2085    5  13  14   2.3582694 6.496716e-01 2.805554e-01   0 2.677979e-01
## 2086    5  13  14   4.0065943 1.139354e-01 3.844289e-01   0 9.725827e-01
## 2087    5  13  14   5.9579786 6.060086e-01 6.434670e-01   0 5.393877e-01
## 2088    5  13  14   5.2288623 1.141193e-01 7.999748e-01   0 3.717597e-01
## 2089    5  13  14   6.1510335 8.968802e-01 6.463094e-01   0 3.512801e-01
## 2090    5  13  14  15.2431418 9.271837e-02 8.895909e-01   0 6.793526e-02
## 2091    5  13  14   7.8081365 1.775152e-01 4.952244e-01   0 3.714238e-01
## 2092    5  13  14   4.9002702 1.154922e-01 8.814740e-01   0 3.915543e-01
## 2093    5  13  14   5.1727880 9.749739e-01 9.515869e-01   0 2.746483e-01
## 2094    5  13  14  16.1040523 5.958734e-02 9.327822e-01   0 8.820840e-02
## 2095    5  13  14   2.8498332 2.486444e-01 3.182893e-01   0 4.042124e-01
## 2096    5  13  14   6.3446951 1.142585e-01 3.140939e-01   0 4.869172e-01
## 2097    5  13  14   7.6752746 2.059719e-01 9.408369e-01   0 6.427735e-01
## 2098    5  13  14   4.3636435 1.018546e-01 9.865577e-01   0 9.669489e-01
## 2099    5  13  14   6.6490934 3.150402e-01 8.850911e-01   0 7.013220e-01
## 2100    5  13  14   4.8252596 9.251401e-02 7.375016e-01   0 9.880276e-01
## 2101    5  13  14   5.5259962 7.820044e-01 8.905248e-01   0 8.086166e-02
## 2102    5  13  14  16.0933076 8.934125e-02 9.799255e-01   0 7.301118e-02
## 2103    5  13  14   4.2899561 5.186228e-01 3.052864e-02   0 7.981399e-01
## 2104    5  13  14   8.3456637 1.186647e-01 7.933087e-02   0 4.323850e-01
## 2105    5  13  14   5.3648230 6.417644e-02 5.859987e-01   0 9.824057e-01
## 2106    5  13  14   4.9091475 1.092439e-01 7.204303e-01   0 5.694725e-01
## 2107    5  13  14   4.1663556 4.912363e-01 3.060358e-01   0 1.648470e-01
## 2108    5  13  14  14.2752085 3.484878e-02 8.979866e-01   0 2.998691e-01
## 2109    5  13  14   6.6482138 5.541002e-01 5.197467e-01   0 6.325330e-01
## 2110    5  13  14   4.4393549 1.129200e-01 8.479092e-01   0 6.617382e-01
## 2111    5  13  14   5.3870046 9.481105e-02 2.050401e-01   0 1.747141e-01
## 2112    5  13  14   4.5934584 1.080999e-01 9.276857e-01   0 6.201564e-01
## 2113    5  13  14   7.6729732 6.145624e-01 4.171240e-01   0 6.164119e-01
## 2114    5  13  14   5.3161362 1.216871e-01 7.866090e-01   0 2.764076e-01
## 2115    5  13  14   4.8376363 8.558542e-01 7.043524e-01   0 3.612480e-01
## 2116    5  13  14  12.9723549 9.830554e-02 9.558394e-01   0 6.597515e-02
## 2117    5  13  14   4.8294108 5.773768e-01 2.466774e-01   0 7.884426e-01
## 2118    5  13  14   4.6192090 1.152377e-01 6.845501e-01   0 6.490144e-01
## 2119    5  13  14   3.6557105 6.793920e-01 8.911840e-01   0 4.128888e-01
## 2120    5  13  14   4.5332164 1.236629e-01 9.520772e-01   0 2.645556e-01
## 2121    5  13  14   6.7287821 1.205721e-01 9.825893e-01   0 5.348417e-01
## 2122    5  13  14   4.6811707 1.178544e-01 9.594086e-01   0 2.839033e-01
## 2123    5  13  14   6.4273716 4.556736e-01 2.137793e-01   0 5.049189e-01
## 2124    5  13  14   5.9648324 1.181991e-01 5.484800e-01   0 3.826883e-01
## 2125    5  13  14   3.5375006 6.843777e-01 7.322283e-01   0 7.031815e-01
## 2126    5  13  14   4.5007007 1.194141e-01 6.440732e-01   0 6.680614e-01
## 2127    5  13  14   4.2814440 9.049581e-01 3.792713e-01   0 8.554611e-01
## 2128    5  13  14   6.6383150 1.145775e-01 4.868474e-01   0 3.332699e-01
## 2129    5  13  14   5.3891921 1.109303e-01 2.851143e-01   0 4.812309e-01
## 2130    5  13  14   4.7750693 1.163782e-01 7.385265e-01   0 5.312674e-01
## 2131    5  13  14   3.0107521 4.897109e-01 7.879041e-01   0 7.244390e-01
## 2132    5  13  14   4.6220947 1.191239e-01 9.279277e-01   0 2.986741e-01
## 2133    5  13  14   5.7992184 7.606731e-01 3.796843e-01   0 6.949364e-02
## 2134    5  13  14  25.9093692 9.005771e-02 5.125206e-01   0 6.688319e-02
## 2135    5  13  14   4.3128595 4.202600e-01 1.534368e-01   0 4.272118e-01
## 2136    5  13  14   5.2305547 1.133453e-01 8.391233e-01   0 3.201241e-01
## 2137    5  13  14   6.4017123 3.258150e-01 8.402037e-01   0 8.140416e-01
## 2138    5  13  14  11.7111513 6.634093e-02 8.711369e-01   0 9.867768e-01
## 2139    5  13  14   5.3737938 5.091324e-01 4.008180e-01   0 3.167096e-01
## 2140    5  13  14   5.1369223 1.185889e-01 8.178051e-01   0 2.871654e-01
## 2141    5  13  14   7.4133980 6.875920e-01 5.838975e-01   0 8.723507e-03
## 2142    5  13  14  16.3273336 9.816397e-02 7.717078e-01   0 6.389963e-02
## 2143    5  13  14   3.0387008 1.761272e-02 9.750850e-01   0 4.515619e-01
## 2144    5  13  14   4.4226629 1.070897e-01 9.928057e-01   0 6.832650e-01
## 2145    5  13  14   7.3670663 2.231087e-01 5.376985e-02   0 3.175413e-01
## 2146    5  13  14   7.3385135 1.186046e-01 2.838780e-01   0 3.846837e-01
## 2147    5  13  14   7.1231463 4.851350e-01 7.572771e-01   0 6.239939e-01
## 2148    5  13  14   5.1939621 1.181934e-01 9.130416e-01   0 2.364952e-01
## 2149    5  13  14   6.8631920 1.428110e-01 3.869565e-01   0 2.681590e-01
## 2150    5  13  14   4.1920880 1.126408e-01 7.199594e-02   0 9.798154e-01
## 2151    5  13  14   2.6632211 9.101036e-01 8.381541e-02   0 4.953819e-02
## 2152    5  13  14  20.3870246 4.157218e-02 6.282047e-01   0 1.706401e-01
## 2153    5  13  14   7.2708507 8.646929e-01 7.024498e-02   0 3.778578e-01
## 2154    5  13  14   9.8323107 8.917463e-01 8.350007e-02   0 9.745088e-01
## 2155    5  13  14   4.2822061 8.160562e-02 8.120790e-01   0 5.594184e-01
## 2156    5  13  14   5.1869271 1.193156e-01 8.510089e-01   0 2.369917e-01
## 2157    5  13  14   2.1818701 3.090171e-01 3.826254e-01   0 8.329951e-01
## 2158    5  13  14   4.8387257 1.191431e-01 7.346077e-01   0 4.610115e-01
## 2159    5  13  14   2.0027382 5.074923e-01 3.747699e-01   0 3.896049e-01
## 2160    5  13  14   5.0096781 1.210921e-01 7.784940e-01   0 3.736086e-01
## 2161    5  13  14   5.1370266 2.138567e-01 1.567942e-01   0 1.431053e-01
## 2162    5  13  14   4.4608099 1.151235e-01 2.036046e-01   0 8.659500e-01
## 2163    5  13  14   3.0584779 8.407913e-01 2.814279e-01   0 8.514321e-01
## 2164    5  13  14   4.7995841 1.161359e-01 5.899339e-01   0 6.616645e-01
## 2165    5  13  14   2.6501789 1.755112e-01 8.944040e-01   0 1.562864e-01
## 2166    5  13  14   4.8894929 1.231274e-01 9.332896e-01   0 2.393641e-01
## 2167    5  13  14   2.0010893 9.255858e-01 5.781658e-01   0 5.902052e-01
## 2168    5  13  14   5.0940624 1.192784e-01 9.248279e-01   0 2.524463e-01
## 2169    5  13  14   4.2038009 9.297331e-01 8.195399e-01   0 4.434679e-01
## 2170    5  13  14   7.2469734 8.013527e-01 8.417787e-01   0 2.020090e-01
## 2171    5  13  14   2.9227283 4.053048e-01 6.919621e-01   0 3.096200e-01
## 2172    5  13  14   4.0646861 1.168333e-01 8.323254e-01   0 8.343614e-01
## 2173    5  13  14   6.0824911 2.290475e-01 2.894148e-02   0 9.325708e-02
## 2174    5  13  14   7.3407998 1.185143e-01 1.102374e-02   0 5.222818e-01
## 2175    5  13  14   6.0660933 4.384022e-01 2.953025e-01   0 8.863880e-01
## 2176    5  13  14   4.1740998 1.094981e-01 7.251695e-01   0 9.794709e-01
## 2177    5  13  14   5.9506709 9.955808e-01 2.056533e-01   0 1.467068e-01
## 2178    5  13  14   0.8527605 9.993933e-01 9.358515e-02   0 9.769190e-01
## 2179    5  13  14   7.6639228 8.905597e-01 3.732473e-02   0 1.416858e-01
## 2180    5  13  14  33.3464297 8.159807e-02 4.312252e-01   0 7.263732e-02
## 2181    5  13  14   2.5253305 3.214649e-01 2.615122e-01   0 3.235658e-02
## 2182    5  13  14   7.3572598 1.167646e-01 5.540273e-01   0 2.358763e-01
## 2183    5  13  14   6.7145400 6.498710e-01 5.635984e-02   0 8.960878e-01
## 2184    5  13  14   8.7725147 1.194561e-01 8.551454e-02   0 3.942078e-01
## 2185    5  13  14   4.4108093 8.517903e-01 8.529219e-02   0 7.572984e-01
## 2186    5  13  14  35.0110413 8.246463e-02 3.820057e-01   0 7.087075e-02
## 2187    5  13  14   2.5962461 4.833990e-01 9.449300e-01   0 3.160986e-01
## 2188    5  13  14   4.4239192 1.133785e-01 9.829021e-01   0 5.120852e-01
## 2189    5  13  14   3.3820787 8.651330e-01 2.261451e-01   0 1.924116e-01
## 2190    5  13  14   4.2708050 1.087716e-01 1.628145e-01   0 9.708921e-01
## 2191    5  13  14   2.4646145 5.683873e-01 9.783626e-01   0 6.510554e-01
## 2192    5  13  14   4.4816968 1.191901e-01 9.948676e-01   0 3.212647e-01
## 2193    5  13  14   5.3417890 2.953678e-01 7.987011e-01   0 6.417288e-01
## 2194    5  13  14   4.3154984 1.159564e-01 9.378314e-01   0 5.809031e-01
## 2195    5  13  14   2.1057964 3.852425e-01 6.310243e-01   0 3.522903e-01
## 2196    5  13  14   4.6492752 1.124300e-01 8.833559e-01   0 5.314033e-01
## 2197    5  13  14   7.2467277 7.335387e-01 4.374362e-01   0 8.828063e-01
## 2198    5  13  14   2.7322629 1.670618e-01 1.569547e-01   0 9.822324e-01
## 2199    5  13  14   5.0861108 6.843389e-01 4.873371e-02   0 1.855871e-01
## 2200    5  13  14   6.5133971 7.188687e-02 1.963992e-02   0 9.889677e-01
## 2201    5  13  14   3.2380218 5.970718e-01 7.384047e-02   0 5.920482e-01
## 2202    5  13  14   5.8299430 1.300942e-01 7.448941e-01   0 1.799051e-01
## 2203    5  13  14   6.5645287 5.490427e-01 2.548317e-01   0 2.165733e-01
## 2204    5  13  14   4.9448566 1.096765e-01 6.185611e-01   0 6.561956e-01
## 2205    5  13  14   2.7679985 6.396297e-01 4.762708e-04   0 8.019054e-01
## 2206    5  13  14   8.7428491 1.141956e-01 3.220314e-04   0 4.541000e-01
## 2207    5  13  14   7.5129817 8.322359e-01 8.171548e-01   0 4.971155e-01
## 2208    5  13  14  18.4720849 1.004999e-01 6.948624e-01   0 6.428077e-02
## 2209    5  13  14   3.1119415 7.638444e-01 9.203035e-01   0 7.963013e-01
## 2210    5  13  14  15.9142663 8.536380e-02 9.812372e-01   0 7.149218e-02
## 2211    5  13  14   3.7436046 8.888356e-01 9.748982e-01   0 9.309298e-01
## 2212    5  13  14   4.2654971 1.187833e-01 8.915348e-01   0 6.024943e-01
## 2213    5  13  14   5.6232170 9.818247e-01 4.552985e-01   0 6.564806e-02
## 2214    5  13  14   5.5348985 9.021020e-01 8.759800e-01   0 1.283051e-01
## 2215    5  13  14   3.5077839 3.293188e-01 9.007565e-01   0 6.532954e-01
## 2216    5  13  14   4.3289140 1.209515e-01 9.271982e-01   0 4.648828e-01
## 2217    5  13  14   2.1705959 7.107442e-01 3.080114e-01   0 1.086855e-02
## 2218    5  13  14  17.9850784 8.250893e-02 7.653397e-01   0 6.950978e-02
## 2219    5  13  14   5.2544964 1.943935e-01 1.437528e-02   0 8.357619e-01
## 2220    5  13  14   7.6515532 1.175449e-01 3.473854e-03   0 5.099927e-01
## 2221    5  13  14   2.4888882 2.671139e-01 1.288737e-01   0 9.030463e-01
## 2222    5  13  14   5.8828793 1.087083e-01 1.268789e-01   0 6.598643e-01
## 2223    5  13  14   6.3548270 6.420511e-01 1.081671e-01   0 1.384119e-01
## 2224    5  13  14   7.8307175 1.128327e-01 3.121179e-01   0 3.559975e-01
## 2225    5  13  14   7.3499357 1.601645e-01 2.923022e-01   0 4.448710e-01
## 2226    5  13  14   7.4750401 1.188221e-01 2.163464e-01   0 3.972651e-01
## 2227    5  13  14   2.5781971 8.932022e-01 2.120936e-01   0 6.604892e-01
## 2228    5  13  14  44.2384282 8.580731e-02 2.634280e-01   0 6.834373e-02
## 2229    5  13  14   2.7818807 3.733202e-01 1.621287e-01   0 2.912521e-03
## 2230    5  13  14  18.4643682 8.279197e-02 7.474186e-01   0 7.001319e-02
## 2231    5  13  14   4.7567939 9.258576e-01 6.259809e-01   0 5.497150e-01
## 2232    5  13  14  14.1761264 5.933542e-02 7.179812e-01   0 1.180231e-01
## 2233    5  13  14   5.0489389 4.681746e-01 3.681674e-01   0 5.389506e-01
## 2234    5  13  14   5.3328948 1.277237e-01 7.228143e-01   0 2.598267e-01
## 2235    5  13  14   2.6276256 5.089071e-01 8.056533e-02   0 1.815878e-01
## 2236    5  13  14   4.1249187 1.114846e-01 3.025298e-01   0 9.668256e-01
## 2237    5  13  14   5.8206895 8.404471e-01 3.763214e-01   0 7.754815e-01
## 2238    5  13  14   5.7667001 1.217399e-01 6.402140e-01   0 3.029227e-01
## 2239    5  13  14   4.7573194 3.066802e-01 9.991026e-02   0 4.316194e-01
## 2240    5  13  14   6.0917613 1.133713e-01 1.172492e-02   0 6.710741e-01
## 2241    5  13  14   4.8874747 4.827382e-01 6.818351e-01   0 2.162034e-01
## 2242    5  13  14   4.8403384 1.216725e-01 8.954694e-01   0 2.964065e-01
## 2243    5  13  14   3.6492732 5.531618e-01 5.715678e-01   0 6.193735e-01
## 2244    5  13  14   4.6036751 1.123473e-01 6.387359e-01   0 7.612927e-01
## 2245    5  13  14   4.0348602 1.987090e-01 3.663597e-01   0 5.470980e-01
## 2246    5  13  14   5.6625597 1.184999e-01 6.696212e-01   0 3.210467e-01
## 2247    5  13  14   4.2015882 4.849944e-01 7.258928e-01   0 7.212177e-01
## 2248    5  13  14   4.3736904 1.139733e-01 9.443729e-01   0 5.279652e-01
## 2249    5  13  14   6.4856501 4.003246e-01 3.527946e-01   0 8.562707e-01
## 2250    5  13  14   5.2536313 1.131778e-01 3.212066e-01   0 6.916971e-01
## 2251    5  13  14   5.6464533 9.384291e-01 9.978490e-01   0 8.206759e-01
## 2252    5  13  14  12.6811301 1.006183e-01 9.979605e-01   0 6.622281e-02
## 2253    5  13  14   2.4525987 2.239506e-01 4.784768e-01   0 3.786238e-01
## 2254    5  13  14   6.3362679 1.215064e-01 6.077925e-01   0 2.440829e-01
## 2255    5  13  14   7.2869298 7.078935e-02 4.028537e-02   0 9.576436e-01
## 2256    5  13  14  10.6449981 4.495286e-02 1.590359e-02   0 9.985406e-01
## 2257    5  13  14   3.0973109 3.532921e-01 2.695202e-01   0 5.086802e-01
## 2258    5  13  14   4.5617085 1.145564e-01 9.664429e-01   0 4.303968e-01
## 2259    5  13  14   6.9816983 2.053853e-01 9.509369e-01   0 5.723606e-01
## 2260    5  13  14   4.6622845 1.068671e-01 9.818066e-01   0 4.833656e-01
## 2261    5  13  14   2.1575548 9.940908e-01 5.858589e-01   0 9.115443e-01
## 2262    5  13  14   0.8851396 9.988909e-01 6.324515e-01   0 9.772435e-01
## 2263    5  13  14   5.5144176 6.834436e-01 1.813659e-01   0 3.360451e-01
## 2264    5  13  14   8.9493177 1.213015e-01 1.737348e-01   0 3.467685e-01
## 2265    5  13  14   5.9782573 8.429655e-01 1.970167e-01   0 9.987979e-01
## 2266    5  13  14  11.3266685 4.483811e-02 4.323464e-02   0 9.950136e-01
## 2267    5  13  14   2.5719569 6.263521e-01 9.903686e-01   0 3.730743e-01
## 2268    5  13  14   4.8501771 1.063460e-01 9.963393e-01   0 4.426817e-01
## 2269    5  13  14   2.1366742 4.970475e-01 6.326308e-01   0 6.906450e-01
## 2270    5  13  14   4.8899394 1.215578e-01 8.855956e-01   0 2.614514e-01
## 2271    5  13  14   7.0594990 9.210866e-01 9.417666e-01   0 6.563178e-01
## 2272    5  13  14  12.7645119 9.994318e-02 9.948202e-01   0 6.468297e-02
## 2273    5  13  14   2.4697633 4.461608e-01 1.533051e-01   0 4.773321e-01
## 2274    5  13  14   5.1321366 1.217227e-01 7.787306e-01   0 3.260215e-01
## 2275    5  13  14   5.8357685 4.793636e-01 4.715213e-01   0 3.040672e-01
## 2276    5  13  14   6.1165525 1.199027e-01 6.918447e-01   0 2.357760e-01
## 2277    5  13  14   3.2357760 8.153850e-02 2.274994e-01   0 9.882179e-01
## 2278    5  13  14   3.3099568 1.400184e-01 9.051912e-01   0 8.946252e-01
## 2279    5  13  14   2.1156852 3.428818e-01 2.176781e-01   0 6.825923e-01
## 2280    5  13  14   6.5086612 1.161175e-01 2.774606e-01   0 4.839038e-01
## 2281    5  13  14   6.7001323 1.386465e-02 7.293513e-01   0 4.758145e-01
## 2282    5  13  14   4.9264430 1.168865e-01 9.310810e-01   0 2.436182e-01
## 2283    5  13  14   2.5548379 5.737194e-01 7.032791e-01   0 1.654064e-01
## 2284    5  13  14   4.4472247 1.159620e-01 9.126300e-01   0 4.433115e-01
## 2285    5  13  14   2.0272108 1.730733e-01 6.280667e-01   0 5.394302e-01
## 2286    5  13  14   6.2079807 1.195765e-01 7.574595e-01   0 1.903410e-01
## 2287    5  13  14   7.3775596 9.194877e-01 9.489846e-01   0 7.551395e-02
## 2288    5  13  14  14.7455828 8.903136e-02 9.744694e-01   0 6.896574e-02
## 2289    5  13  14   2.0917304 9.373180e-01 7.325918e-02   0 4.774725e-01
## 2290    5  13  14  29.7034539 9.401868e-02 4.254431e-01   0 6.985948e-02
## 2291    5  13  14   6.2512375 5.755261e-01 5.286939e-01   0 8.684701e-01
## 2292    5  13  14   4.3719004 1.168171e-01 6.536707e-01   0 7.606355e-01
## 2293    5  13  14   7.2594258 3.506552e-01 1.469877e-01   0 2.555584e-01
## 2294    5  13  14   5.6979663 1.190999e-01 5.516540e-01   0 4.387061e-01
## 2295    5  13  14   7.5990275 7.312509e-01 2.006210e-01   0 9.771310e-01
## 2296    5  13  14   4.7030442 1.306828e-01 6.983905e-01   0 4.696143e-01
## 2297    5  13  14   2.8071085 6.765557e-01 2.354721e-01   0 8.494192e-01
## 2298    5  13  14   6.7736623 1.089379e-01 4.690874e-01   0 3.659338e-01
## 2299    5  13  14   6.3844433 3.326037e-01 8.730727e-01   0 6.226603e-01
## 2300    5  13  14   4.5998784 1.177312e-01 9.222254e-01   0 3.511359e-01
## 2301    5  13  14   3.2746501 9.950892e-02 1.611321e-01   0 1.152865e-01
## 2302    5  13  14   5.1325715 1.225801e-01 7.403478e-01   0 3.679719e-01
## 2303    5  13  14   5.1299595 9.391538e-01 6.772318e-01   0 2.606674e-01
## 2304    5  13  14  16.1315526 6.865101e-02 9.666085e-01   0 7.995571e-02
## 2305    5  13  14   6.1275871 9.885661e-01 8.864726e-02   0 2.118960e-01
## 2306    5  13  14 101.1858796 1.085587e-01 6.893624e-02   0 6.448623e-02
## 2307    5  13  14   5.3768174 1.115236e-01 5.350102e-01   0 9.854339e-01
## 2308    5  13  14   6.8414833 6.101879e-02 5.202834e-01   0 8.759071e-01
## 2309    5  13  14   6.4140321 3.169344e-01 8.798572e-01   0 1.023675e-01
## 2310    5  13  14   4.5825553 1.213174e-01 9.157860e-01   0 3.713323e-01
## 2311    5  13  14   7.7681341 1.273793e-01 1.575308e-01   0 1.456465e-02
## 2312    5  13  14   5.4389276 1.196475e-01 7.593736e-01   0 2.939461e-01
## 2313    5  13  14   6.0298603 3.453967e-01 9.998601e-01   0 7.524030e-02
## 2314    5  13  14   4.5595725 1.203368e-01 9.993184e-01   0 2.541718e-01
## 2315    5  13  14   2.7453457 4.491222e-01 4.451437e-02   0 5.050526e-01
## 2316    5  13  14   5.6457100 1.166640e-01 1.643883e-01   0 6.277659e-01
## 2317    5  13  14   4.5699945 1.962134e-01 4.287966e-01   0 8.128532e-01
## 2318    5  13  14   5.7634118 1.073064e-01 7.748290e-01   0 3.094522e-01
## 2319    5  13  14   6.4230897 5.248699e-01 9.563437e-01   0 3.280498e-01
## 2320    5  13  14  14.4303212 9.179130e-02 9.442984e-01   0 6.644782e-02
## 2321    5  13  14   2.3085164 3.008637e-01 8.865594e-01   0 2.760845e-02
## 2322    5  13  14   4.6028437 1.150815e-01 8.275893e-01   0 5.251774e-01
## 2323    5  13  14   4.4010888 1.476197e-01 3.846352e-01   0 6.927259e-01
## 2324    5  13  14   4.8812381 1.199806e-01 8.048175e-01   0 3.519739e-01
## 2325    5  13  14   5.1005788 8.243589e-01 3.940872e-01   0 3.444068e-01
## 2326    5  13  14  25.6837825 9.328258e-02 5.787181e-01   0 7.307928e-02
## 2327    5  13  14   6.5239427 3.114061e-01 8.635058e-01   0 3.511985e-01
## 2328    5  13  14   4.4085998 1.137051e-01 9.284435e-01   0 6.140776e-01
## 2329    5  13  14   3.4783376 4.919774e-01 1.101042e-01   0 9.613707e-01
## 2330    5  13  14   4.4196462 1.272694e-01 4.769012e-02   0 7.938263e-01
## 2331    5  13  14   7.5926331 3.296708e-02 8.972709e-01   0 2.143720e-01
## 2332    5  13  14   4.1828295 1.249545e-01 9.934248e-01   0 3.359532e-01
## 2333    5  13  14   7.5739395 7.831368e-01 2.089388e-01   0 7.377981e-01
## 2334    5  13  14   4.4928980 1.206696e-01 9.148063e-01   0 3.775353e-01
## 2335    5  13  14   6.1787161 1.611908e-02 6.798485e-01   0 2.828088e-02
## 2336    5  13  14  13.9458575 5.729785e-02 5.479024e-01   0 2.965391e-01
## 2337    5  13  14   2.5087316 3.576219e-01 9.072401e-01   0 5.311266e-01
## 2338    5  13  14   4.4557298 1.008054e-01 9.675157e-01   0 9.074123e-01
## 2339    5  13  14   6.7111833 9.273072e-01 7.880594e-03   0 9.133474e-01
## 2340    5  13  14 177.8017348 8.504819e-02 4.512645e-04   0 7.197550e-02
## 2341    5  13  14   3.2559697 4.099488e-01 3.784080e-01   0 3.954000e-01
## 2342    5  13  14   4.7376054 1.154408e-01 9.084730e-01   0 3.616143e-01
## 2343    5  13  14   5.7947593 6.137444e-01 7.797680e-01   0 6.964971e-02
## 2344    5  13  14  14.6873727 4.258604e-02 7.646797e-01   0 2.652035e-01
## 2345    5  13  14   2.0402262 2.909159e-01 3.145894e-01   0 3.052280e-01
## 2346    5  13  14   5.5867721 1.121997e-01 7.426704e-01   0 3.451790e-01
## 2347    5  13  14   7.6402903 1.771465e-01 7.628007e-01   0 6.705523e-01
## 2348    5  13  14   4.2235163 1.131569e-01 9.633236e-01   0 7.481379e-01
## 2349    5  13  14   2.1448220 6.349745e-01 1.020364e-01   0 5.305698e-01
## 2350    5  13  14   4.8228643 1.121064e-01 7.050410e-01   0 6.085815e-01
## 2351    5  13  14   5.6248885 1.401068e-01 3.308186e-01   0 4.353742e-01
## 2352    5  13  14   4.1973957 1.120660e-01 3.293838e-01   0 9.476621e-01
## 2353    5  13  14   5.1539424 4.531347e-01 3.746083e-01   0 4.225338e-01
## 2354    5  13  14   5.7304378 7.930798e-02 1.994453e-01   0 9.818093e-01
## 2355    5  13  14   7.4817616 5.473944e-01 4.890771e-01   0 4.586346e-02
## 2356    5  13  14  14.9974956 3.473562e-02 5.507176e-01   0 6.085539e-01
## 2357    5  13  14   2.5541634 4.297199e-01 1.175320e-02   0 9.422541e-01
## 2358    5  13  14   7.6202796 1.169334e-01 4.314502e-03   0 5.045589e-01
## 2359    5  13  14   4.2864131 6.640308e-01 8.254121e-01   0 7.684757e-01
## 2360    5  13  14   5.2242021 1.067667e-01 7.214706e-01   0 5.355980e-01
## 2361    5  13  14   3.6186086 6.805377e-01 1.867933e-01   0 1.716190e-01
## 2362    5  13  14   6.2827705 1.213404e-01 6.716028e-01   0 2.105159e-01
## 2363    5  13  14   6.5506773 8.356859e-01 8.737045e-01   0 7.768613e-01
## 2364    5  13  14  16.2303143 9.309551e-02 8.618529e-01   0 6.699880e-02
## 2365    5  13  14   6.3404773 8.885271e-01 3.190421e-01   0 7.929023e-01
## 2366    5  13  14  17.6777818 9.694624e-02 8.253059e-01   0 8.001550e-02
## 2367    5  13  14   6.2014287 1.007572e-01 1.827351e-01   0 2.569916e-01
## 2368    5  13  14  10.3500687 1.220844e-01 1.845996e-01   0 2.760542e-01
## 2369    5  13  14   7.7458272 3.882772e-01 4.173443e-01   0 6.416665e-01
## 2370    5  13  14   4.6447847 1.153622e-01 4.196644e-01   0 7.570276e-01
## 2371    5  13  14   4.5794454 2.335331e-01 7.854116e-02   0 5.549233e-01
## 2372    5  13  14   6.3165681 1.232655e-01 6.566621e-01   0 2.327976e-01
## 2373    5  13  14   7.1972895 3.310113e-01 6.422321e-01   0 2.651547e-01
## 2374    5  13  14   4.7733567 1.201660e-01 8.595197e-01   0 3.128546e-01
## 2375    5  13  14   4.9379852 6.222581e-01 4.144719e-01   0 8.475082e-01
## 2376    5  13  14   5.7817939 1.102899e-01 1.917210e-01   0 6.576864e-01
## 2377    5  13  14   6.3729639 3.573175e-03 4.119675e-01   0 1.059203e-01
## 2378    5  13  14   5.4074541 1.211757e-01 6.877566e-01   0 3.468124e-01
## 2379    5  13  14   5.5513751 9.491642e-01 3.328483e-01   0 4.180366e-01
## 2380    5  13  14  15.3807715 7.538353e-02 8.728962e-01   0 7.465737e-02
## 2381    5  13  14   6.9545132 4.053691e-01 2.747790e-01   0 8.995631e-01
## 2382    5  13  14   9.0399554 1.159611e-01 3.196458e-01   0 2.804740e-01
## 2383    5  13  14   2.3410616 1.408172e-01 6.371777e-01   0 5.987205e-01
## 2384    5  13  14   4.6323894 1.119768e-01 8.623536e-01   0 5.342154e-01
## 2385    5  13  14   6.9093542 5.348889e-01 9.322744e-01   0 4.539637e-01
## 2386    5  13  14  15.8131243 7.424234e-02 9.334487e-01   0 7.920502e-02
## 2387    5  13  14   7.8819176 4.993553e-01 2.452881e-01   0 9.876084e-01
## 2388    5  13  14   4.5593661 9.788038e-02 3.842918e-01   0 9.898892e-01
## 2389    5  13  14   3.1245282 1.612694e-01 9.799623e-01   0 7.479145e-01
## 2390    5  13  14   4.8673651 1.206981e-01 9.276379e-01   0 2.313410e-01
## 2391    5  13  14   6.5832011 8.086750e-01 3.909179e-01   0 1.330385e-01
## 2392    5  13  14  14.8820476 9.920109e-02 8.537309e-01   0 6.636798e-02
## 2393    5  13  14   5.1154207 6.400381e-01 8.534567e-01   0 2.969761e-01
## 2394    5  13  14  15.1045506 8.805013e-02 9.826128e-01   0 6.945195e-02
## 2395    5  13  14   4.1307477 8.374321e-01 2.924453e-01   0 9.079014e-01
## 2396    5  13  14   5.4701338 1.207538e-01 6.906472e-01   0 3.117510e-01
## 2397    5  13  14   4.3703486 6.799885e-01 3.947745e-01   0 2.166450e-01
## 2398    5  13  14  28.4739619 7.418638e-02 4.605081e-01   0 7.523948e-02
## 2399    5  13  14   2.0336718 9.274904e-01 1.354844e-01   0 9.406705e-01
## 2400    5  13  14   5.9848327 1.179261e-01 1.190932e-01   0 6.094772e-01
## 2401    5  13  14   6.8299632 5.978342e-01 4.557241e-01   0 5.341046e-01
## 2402    5  13  14   4.7787377 1.134970e-01 5.589878e-01   0 6.833550e-01
## 2403    5  13  14   3.8701642 5.889590e-01 7.486734e-01   0 7.307104e-01
## 2404    5  13  14   4.3383522 1.160083e-01 7.233521e-01   0 7.558805e-01
## 2405    5  13  14   2.6856283 2.745312e-01 4.398381e-01   0 4.312776e-01
## 2406    5  13  14   5.6928898 1.124084e-01 5.540784e-01   0 4.822104e-01
## 2407    5  13  14   4.2080445 1.186654e-01 2.252239e-01   0 8.970271e-01
## 2408    5  13  14   6.7348290 1.128864e-01 6.307335e-01   0 2.411991e-01
## 2409    5  13  14   3.9934556 3.238205e-01 8.471225e-01   0 2.382417e-01
## 2410    5  13  14   4.0538634 1.218413e-01 9.039082e-01   0 6.536971e-01
## 2411    5  13  14   6.6613981 3.707944e-01 5.920336e-01   0 2.335929e-01
## 2412    5  13  14   6.3996283 1.158417e-01 6.487833e-01   0 2.579808e-01
## 2413    5  13  14   5.2589046 7.549953e-01 1.376392e-01   0 7.358100e-01
## 2414    5  13  14  34.5841865 4.315389e-02 2.654998e-01   0 1.671183e-01
## 2415    5  13  14   6.5897133 1.094345e-01 4.116645e-01   0 6.905532e-01
## 2416    5  13  14   5.3033707 1.177072e-01 7.360089e-01   0 3.272837e-01
## 2417    5  13  14   5.4325066 6.222396e-01 6.224861e-02   0 8.093039e-01
## 2418    5  13  14   4.7782332 9.222381e-02 9.836555e-02   0 9.842925e-01
## 2419    5  13  14   5.7356810 4.414050e-01 9.666644e-01   0 1.603064e-01
## 2420    5  13  14   4.5656219 1.225648e-01 9.277258e-01   0 3.041144e-01
## 2421    5  13  14   6.0657576 2.810045e-01 1.778397e-01   0 8.395531e-02
## 2422    5  13  14   6.6633771 1.185033e-01 5.741752e-01   0 2.385464e-01
## 2423    5  13  14   4.4745636 3.471954e-01 2.514562e-01   0 4.814961e-01
## 2424    5  13  14   7.9585521 1.195930e-01 3.606960e-01   0 2.933709e-01
## 2425    5  13  14   6.6070798 6.117451e-03 5.306172e-01   0 8.926898e-01
## 2426    5  13  14  13.9491116 3.833306e-02 6.111250e-01   0 9.046133e-01
## 2427    5  13  14   2.9404477 5.714984e-01 8.611376e-02   0 4.542799e-01
## 2428    5  13  14  10.1953457 1.222296e-01 2.376490e-01   0 2.357357e-01
## 2429    5  13  14   4.1760010 2.241179e-01 2.277254e-01   0 2.320586e-02
## 2430    5  13  14   4.9830615 1.267474e-01 8.409603e-01   0 2.185117e-01
## 2431    5  13  14   7.1385706 2.270896e-01 3.909872e-01   0 9.941398e-01
## 2432    5  13  14   3.4713292 1.295548e-01 5.553772e-01   0 9.575320e-01
## 2433    5  13  14   7.9813161 9.671216e-01 1.319506e-01   0 1.177701e-01
## 2434    5  13  14   3.8896667 1.196685e-01 7.965284e-02   0 9.802999e-01
## 2435    5  13  14   4.3477598 3.163904e-02 2.150822e-01   0 8.474216e-01
## 2436    5  13  14   7.7301029 1.134013e-01 2.722519e-01   0 3.795282e-01
## 2437    5  13  14   5.4972292 5.597871e-03 3.652745e-01   0 4.540606e-01
## 2438    5  13  14   6.5955362 1.190724e-01 4.438587e-01   0 3.724663e-01
## 2439    5  13  14   4.0421087 5.061640e-01 3.250750e-01   0 2.207346e-01
## 2440    5  13  14   4.5345876 1.181985e-01 8.734438e-01   0 4.642192e-01
## 2441    5  13  14   6.4376929 1.093606e-01 2.481585e-01   0 7.700372e-01
## 2442    5  13  14   4.9199873 1.131996e-01 8.609009e-01   0 3.941404e-01
## 2443    5  13  14   4.2565979 1.116524e-01 9.887552e-01   0 6.276918e-02
## 2444    5  13  14   4.2786372 1.249795e-01 9.962435e-01   0 2.736931e-01
## 2445    5  13  14   7.4750301 1.692884e-01 5.400311e-01   0 7.913149e-01
## 2446    5  13  14   5.6238062 1.151992e-01 5.128367e-01   0 5.061783e-01
## 2447    5  13  14   7.5067393 3.425438e-01 9.888443e-01   0 7.106047e-01
## 2448    5  13  14   4.5254317 1.179143e-01 9.925693e-01   0 3.159283e-01
## 2449    5  13  14   7.3668226 3.020588e-01 9.933243e-01   0 9.850879e-01
## 2450    5  13  14   2.5114732 1.806774e-01 9.961063e-01   0 9.970607e-01
## 2451    5  13  14   6.7213541 8.513830e-01 9.793615e-01   0 7.938847e-01
## 2452    5  13  14   4.5535515 1.119491e-01 9.954276e-01   0 4.667356e-01
## 2453    5  13  14   5.9068754 2.124057e-02 1.224808e-01   0 7.831261e-01
## 2454    5  13  14   4.3507564 1.137692e-01 1.135984e-02   0 8.944899e-01
## 2455    5  13  14   6.5193733 1.799344e-01 9.386788e-01   0 5.276458e-01
## 2456    5  13  14   4.5913912 1.246794e-01 9.944181e-01   0 2.496184e-01
## 2457    5  13  14   5.0739879 6.961176e-02 2.601810e-01   0 2.522798e-01
## 2458    5  13  14   5.0215033 1.190796e-01 7.979205e-01   0 3.510630e-01
## 2459    5  13  14   6.6256734 7.438821e-01 2.969772e-01   0 6.110778e-01
## 2460    5  13  14  14.5395467 5.094920e-02 7.159319e-01   0 1.759004e-01
## 2461    5  13  14   5.5723591 9.157229e-01 4.979767e-01   0 4.930141e-01
## 2462    5  13  14  22.1530501 3.772970e-02 6.054418e-01   0 1.850074e-01
## 2463    5  13  14   4.8666606 7.894409e-01 2.063147e-01   0 3.691889e-02
## 2464    5  13  14  19.0229976 9.377029e-02 7.161346e-01   0 6.781762e-02
## 2465    5  13  14   4.6976417 9.110628e-02 4.592866e-01   0 5.982132e-01
## 2466    5  13  14   5.2622072 1.160594e-01 5.082278e-01   0 5.387331e-01
## 2467    5  13  14   3.7367157 8.740724e-01 4.448921e-01   0 9.865712e-01
## 2468    5  13  14   3.9200362 1.157763e-01 2.625055e-01   0 9.983058e-01
## 2469    5  13  14   2.3552823 9.052365e-01 5.160895e-01   0 3.738079e-01
## 2470    5  13  14  17.8529411 5.068378e-02 7.605830e-01   0 1.148962e-01
## 2471    5  13  14   7.2282401 1.181460e-01 5.818880e-01   0 4.854078e-01
## 2472    5  13  14   4.8383829 1.206669e-01 8.138693e-01   0 3.863562e-01
## 2473    5  13  14   5.5975804 8.986794e-01 1.648437e-01   0 9.059095e-01
## 2474    5  13  14  12.2805006 1.115816e-01 1.119462e-01   0 2.832603e-01
## 2475    5  13  14   4.9913874 4.250677e-01 4.093638e-01   0 9.704966e-01
## 2476    5  13  14   5.1587303 1.211618e-01 7.441750e-01   0 3.322545e-01
## 2477    5  13  14   5.7849093 1.792918e-01 8.470414e-01   0 2.460839e-01
## 2478    5  13  14   4.9746920 1.189780e-01 9.517738e-01   0 2.522266e-01
## 2479    5  13  14   2.4766431 8.812965e-01 2.377029e-01   0 6.246432e-01
## 2480    5  13  14   9.8379468 1.207895e-01 2.893710e-01   0 2.257416e-01
## 2481    5  13  14   3.4228878 8.492769e-01 8.569339e-01   0 9.240255e-01
## 2482    5  13  14  13.7647831 1.125082e-01 9.893656e-01   0 6.589950e-02
## 2483    5  13  14   6.3307365 8.499902e-01 2.870440e-01   0 6.701511e-01
## 2484    5  13  14  17.5127163 9.364197e-02 7.411253e-01   0 6.534742e-02
## 2485    5  13  14   6.7453470 7.495058e-01 2.978063e-01   0 6.425194e-01
## 2486    5  13  14   4.5758506 1.208982e-01 9.185570e-01   0 3.687256e-01
## 2487    5  13  14   3.2711805 7.760396e-01 4.714890e-01   0 8.042587e-02
## 2488    5  13  14  35.6447902 9.554728e-02 3.398836e-01   0 6.527716e-02
## 2489    5  13  14   3.5529028 5.399746e-01 4.771803e-01   0 8.608144e-01
## 2490    5  13  14   5.1369265 1.197370e-01 8.217280e-01   0 3.210463e-01
## 2491    5  13  14   4.6276853 5.922273e-01 6.756365e-01   0 5.422517e-01
## 2492    5  13  14  27.9864088 5.806246e-01 8.338107e-01   0 9.276020e-01
## 2493    5  13  14   7.2858799 6.445893e-01 7.318197e-01   0 8.859204e-01
## 2494    5  13  14   5.4330935 1.202430e-01 7.576054e-01   0 2.914466e-01
## 2495    5  13  14   2.7991352 2.716939e-01 4.108467e-01   0 6.425860e-01
## 2496    5  13  14   6.5508488 1.194621e-01 4.844247e-01   0 3.396260e-01
## 2497    5  13  14   2.7785900 1.824661e-01 3.710650e-01   0 7.015688e-01
## 2498    5  13  14   7.5581321 1.263333e-01 4.821506e-01   0 2.071105e-01
## 2499    5  13  14   3.6467908 1.317633e-01 4.632311e-01   0 4.678576e-01
## 2500    5  13  14   7.4292134 1.112504e-01 3.754216e-01   0 3.555129e-01
## 2501    5  13  14   6.5888880 4.933053e-01 8.206191e-01   0 9.301939e-01
## 2502    5  13  14   5.6051704 1.114735e-01 7.167363e-01   0 3.693519e-01
## 2503    5  13  14   5.4874308 9.950464e-01 8.023736e-01   0 7.133154e-01
## 2504    5  13  14   0.8096563 9.988871e-01 8.429163e-01   0 9.827134e-01
## 2505    5  13  14   6.5748027 4.243629e-02 7.636700e-01   0 5.225260e-01
## 2506    5  13  14   4.6213970 1.099031e-01 9.442431e-01   0 4.978537e-01
## 2507    5  13  14   3.3307531 1.584521e-01 3.157524e-01   0 7.127023e-01
## 2508    5  13  14   5.6778551 1.184568e-01 7.731457e-01   0 2.368641e-01
## 2509    5  13  14   7.0417427 6.380096e-01 3.062028e-01   0 6.162483e-01
## 2510    5  13  14   5.3888170 1.152852e-01 7.493552e-01   0 3.522843e-01
## 2511    5  13  14   6.9586907 1.137565e-02 1.313241e-01   0 5.625286e-01
## 2512    5  13  14   6.2909715 1.176848e-01 1.498193e-01   0 5.619390e-01
## 2513    5  13  14   2.3905795 4.656435e-01 3.617028e-01   0 6.605838e-01
## 2514    5  13  14   5.2768192 1.084896e-01 6.167486e-01   0 5.696974e-01
## 2515    5  13  14   5.5985338 8.439872e-01 6.039690e-01   0 1.786105e-01
## 2516    5  13  14  11.3687865 6.327286e-02 9.670049e-01   0 9.688303e-02
## 2517    5  13  14   4.2484911 9.497940e-02 3.573171e-01   0 2.922896e-01
## 2518    5  13  14   5.6899710 1.118346e-01 6.770726e-01   0 3.875471e-01
## 2519    5  13  14   2.6415826 5.033853e-02 2.825850e-01   0 9.107740e-01
## 2520    5  13  14   4.3567323 1.130999e-01 8.920376e-01   0 7.042112e-01
## 2521    5  13  14   2.4999640 9.430307e-01 1.757054e-01   0 1.347380e-01
## 2522    5  13  14  29.8039542 9.194529e-02 4.466614e-01   0 6.664896e-02
## 2523    5  13  14   6.0957801 2.773653e-01 7.274115e-01   0 4.256351e-01
## 2524    5  13  14   4.3252573 1.218913e-01 7.456547e-01   0 6.300586e-01
## 2525    5  13  14   3.1466512 6.828148e-01 1.167288e-01   0 3.638910e-01
## 2526    5  13  14   7.9419426 1.167065e-01 4.174139e-01   0 2.702945e-01
## 2527    5  13  14   4.3383235 5.540318e-01 5.101099e-01   0 7.912381e-03
## 2528    5  13  14  19.0102117 8.796614e-02 7.014956e-01   0 6.851771e-02
## 2529    5  13  14   4.0052069 3.289639e-01 5.646942e-02   0 4.711691e-01
## 2530    5  13  14   5.3397221 1.094968e-01 4.754220e-02   0 7.628897e-01
## 2531    5  13  14   5.3897666 2.342883e-02 1.454061e-01   0 7.601347e-01
## 2532    5  13  14   5.3214675 1.110880e-01 5.840885e-01   0 5.391728e-01
## 2533    5  13  14   3.8230279 4.075734e-02 7.073486e-02   0 3.635820e-01
## 2534    5  13  14   9.1645302 1.127179e-01 2.568358e-01   0 2.979895e-01
## 2535    5  13  14   3.1070093 7.812306e-01 7.087948e-01   0 6.000783e-01
## 2536    5  13  14   5.0918530 1.227972e-01 9.114240e-01   0 2.011508e-01
## 2537    5  13  14   5.1700824 5.817227e-01 8.473241e-01   0 4.967064e-01
## 2538    5  13  14   4.8527184 1.156745e-01 7.330547e-01   0 5.518192e-01
## 2539    5  13  14   5.2439915 4.764211e-01 6.487155e-01   0 7.093396e-01
## 2540    5  13  14   4.6185539 1.196560e-01 9.258971e-01   0 3.482089e-01
## 2541    5  13  14   6.5688524 5.622705e-01 1.117067e-02   0 3.589121e-01
## 2542    5  13  14   9.2214028 1.152150e-01 4.304607e-03   0 4.365434e-01
## 2543    5  13  14   5.9773281 4.969859e-03 4.842148e-01   0 7.442336e-01
## 2544    5  13  14   5.0340288 1.165562e-01 8.771355e-01   0 3.468033e-01
## 2545    5  13  14   5.1444056 8.349385e-01 5.488463e-01   0 2.561919e-02
## 2546    5  13  14  24.2025922 8.956240e-02 5.428380e-01   0 6.710373e-02
## 2547    5  13  14   2.2751188 8.719776e-01 1.753851e-01   0 3.326275e-01
## 2548    5  13  14   5.1778041 1.110855e-01 7.226130e-01   0 4.495698e-01
## 2549    5  13  14   7.7769506 4.057234e-01 4.456325e-01   0 2.938877e-01
## 2550    5  13  14   4.5950218 1.139248e-01 4.327406e-01   0 7.487913e-01
## 2551    5  13  14   7.6478020 4.862021e-01 2.430212e-01   0 4.099172e-01
## 2552    5  13  14   5.4979787 1.172953e-01 5.217398e-01   0 4.700111e-01
## 2553    5  13  14   3.7919840 4.438032e-01 8.177755e-01   0 3.651483e-01
## 2554    5  13  14   4.3023105 1.038212e-01 7.195330e-01   0 9.316981e-01
## 2555    5  13  14   6.2025896 6.859493e-01 3.537695e-01   0 6.323742e-01
## 2556    5  13  14   4.6112651 1.150413e-01 7.845898e-01   0 5.565879e-01
## 2557    5  13  14   5.6646008 6.030764e-01 8.771517e-01   0 6.174676e-01
## 2558    5  13  14   4.5204409 1.113408e-01 9.331123e-01   0 5.898017e-01
## 2559    5  13  14   5.1714044 7.381656e-02 1.149970e-01   0 9.435103e-02
## 2560    5  13  14  10.0316863 1.159485e-01 2.180987e-01   0 2.750271e-01
## 2561    5  13  14   5.1462591 7.182054e-01 3.468588e-01   0 6.672861e-01
## 2562    5  13  14  31.0238796 7.460143e-02 3.579254e-01   0 7.486850e-02
## 2563    5  13  14   5.2981764 1.177319e-01 9.179190e-01   0 2.170263e-01
## 2564    5  13  14   4.9278212 9.016610e-02 7.937501e-01   0 9.607603e-01
## 2565    5  13  14   3.1259649 4.366501e-01 3.732901e-01   0 3.712551e-01
## 2566    5  13  14   6.0335581 1.209355e-01 6.244543e-01   0 2.696606e-01
## 2567    5  13  14   3.0496707 3.167058e-01 5.165632e-01   0 3.004329e-01
## 2568    5  13  14   4.6978146 1.245097e-01 7.796217e-01   0 4.368277e-01
## 2569    5  13  14   5.5896306 6.303386e-01 7.205638e-01   0 3.546221e-01
## 2570    5  13  14  21.9208492 9.151791e-02 5.912934e-01   0 6.717154e-02
## 2571    5  13  14   6.6703420 8.295649e-02 8.296270e-01   0 9.951962e-01
## 2572    5  13  14   5.5220944 7.360409e-02 7.847898e-01   0 9.973540e-01
## 2573    5  13  14   3.3497211 6.727458e-01 7.055205e-02   0 6.036633e-01
## 2574    5  13  14   6.0590560 1.146805e-01 5.299712e-01   0 4.085859e-01
## 2575    5  13  14   7.1709377 2.553349e-01 1.043685e-02   0 4.163428e-01
## 2576    5  13  14   8.9922061 1.205067e-01 1.192345e-02   0 4.299380e-01
## 2577    5  13  14   2.4899108 6.564125e-02 3.373763e-01   0 9.671886e-01
## 2578    5  13  14   4.9225322 1.110905e-01 7.830236e-01   0 4.659342e-01
## 2579    5  13  14   4.8730588 9.769211e-01 4.953625e-01   0 2.456091e-01
## 2580    5  13  14   7.7076474 8.203140e-01 7.608929e-01   0 1.317879e-01
## 2581    5  13  14   5.1089509 4.146070e-01 5.835098e-01   0 3.790216e-01
## 2582    5  13  14   4.5388047 1.178134e-01 9.716275e-01   0 3.264345e-01
## 2583    5  13  14   6.2956672 5.724656e-02 4.371867e-01   0 8.875719e-01
## 2584    5  13  14   4.4566742 1.195119e-01 8.089379e-01   0 5.929067e-01
## 2585    5  13  14   4.0054772 6.052669e-01 5.570115e-01   0 9.767063e-01
## 2586    5  13  14   4.1035831 1.110138e-01 7.764591e-01   0 9.647515e-01
## 2587    5  13  14   2.3351236 1.584808e-02 9.261116e-01   0 3.308205e-02
## 2588    5  13  14   4.1328021 1.158269e-01 9.794971e-01   0 6.563478e-01
## 2589    5  13  14   7.4191600 1.212930e-01 3.339242e-01   0 3.560558e-01
## 2590    5  13  14   4.3703660 1.006387e-01 3.485130e-01   0 9.920893e-01
## 2591    5  13  14   2.5487364 5.229818e-01 9.506544e-02   0 5.025745e-01
## 2592    5  13  14  22.7598333 3.597284e-02 5.017808e-01   0 2.124606e-01
## 2593    5  13  14   2.1511679 4.936440e-01 6.876340e-01   0 2.485562e-01
## 2594    5  13  14   5.1405477 1.175974e-01 8.954435e-01   0 2.702955e-01
## 2595    5  13  14   7.0241278 9.564163e-01 3.876123e-01   0 8.502846e-03
## 2596    5  13  14  16.7505450 9.150085e-02 8.419114e-01   0 7.215573e-02
## 2597    5  13  14   2.6411576 8.595607e-01 2.111972e-01   0 7.520495e-01
## 2598    5  13  14   7.1498150 1.078838e-01 3.877079e-01   0 4.048850e-01
## 2599    5  13  14   7.3076041 8.911633e-01 3.606701e-01   0 8.123371e-01
## 2600    5  13  14  89.2735920 9.630659e-02 9.794649e-02   0 7.235693e-02
## 2601    5  13  14   3.8550270 4.372063e-01 6.699543e-01   0 1.714440e-01
## 2602    5  13  14   4.4746110 1.226274e-01 9.322227e-01   0 4.015989e-01
## 2603    5  13  14   3.9159683 9.228187e-01 9.701712e-01   0 9.136250e-01
## 2604    5  13  14   5.5951641 1.231725e-01 6.554533e-01   0 2.815582e-01
## 2605    5  13  14   5.3258029 5.597727e-01 5.678346e-01   0 2.137620e-01
## 2606    5  13  14   5.3040997 1.221484e-01 7.853982e-01   0 3.394357e-01
## 2607    5  13  14   5.7701601 1.677212e-01 8.903366e-03   0 2.285507e-01
## 2608    5  13  14   8.9904430 1.137236e-01 1.062985e-02   0 4.507147e-01
## 2609    5  13  14   3.1501692 8.606105e-01 7.886370e-01   0 1.618876e-01
## 2610    5  13  14   5.0058100 1.218196e-01 8.684498e-01   0 2.685731e-01
## 2611    5  13  14   3.0448532 5.501215e-01 5.523510e-01   0 8.882950e-01
## 2612    5  13  14   3.9557253 1.134627e-01 5.879416e-01   0 9.860574e-01
## 2613    5  13  14   4.3489217 9.407419e-01 3.651153e-01   0 9.322407e-01
## 2614    5  13  14   5.3665198 1.162211e-01 4.664313e-01   0 5.469828e-01
## 2615    5  13  14   5.8004885 6.131866e-01 3.027613e-01   0 1.393531e-01
## 2616    5  13  14  21.9939246 4.463036e-02 3.458882e-01   0 2.377650e-01
## 2617    5  13  14   7.3587519 7.953353e-01 1.383393e-01   0 3.366986e-02
## 2618    5  13  14  21.6258603 3.814057e-02 4.000315e-01   0 3.484385e-01
## 2619    5  13  14   3.3501671 9.257461e-01 3.056233e-01   0 2.255421e-01
## 2620    5  13  14   7.1540720 1.137710e-01 4.483467e-01   0 3.075160e-01
## 2621    5  13  14   2.8666295 1.227175e-02 6.597159e-01   0 8.601859e-01
## 2622    5  13  14  17.5680545 3.599782e-02 6.044686e-01   0 3.644976e-01
## 2623    5  13  14   6.0729283 7.301576e-01 3.393017e-01   0 9.159191e-01
## 2624    5  13  14   6.9715610 1.225817e-01 5.327793e-01   0 2.299199e-01
## 2625    5  13  14   4.9101877 6.292041e-01 7.786628e-01   0 3.154739e-01
## 2626    5  13  14   5.6532099 1.156894e-01 8.170109e-01   0 2.663338e-01
## 2627    5  13  14   4.4072209 8.486883e-01 2.893393e-01   0 3.550019e-01
## 2628    5  13  14   6.7911400 1.171072e-01 4.590050e-01   0 3.331962e-01
## 2629    5  13  14   7.9359613 4.616156e-01 1.371761e-01   0 2.284370e-01
## 2630    5  13  14   6.3330360 1.113456e-01 4.417895e-01   0 4.388178e-01
## 2631    5  13  14   5.1794768 6.836026e-02 1.128620e-01   0 2.854533e-01
## 2632    5  13  14   5.5514277 1.254325e-01 7.591107e-01   0 2.319298e-01
## 2633    5  13  14   3.1422677 2.523943e-01 3.649513e-01   0 7.106865e-01
## 2634    5  13  14   3.9299717 1.177295e-01 8.802725e-01   0 8.673573e-01
## 2635    5  13  14   5.2181503 2.353922e-01 8.431007e-01   0 6.078140e-01
## 2636    5  13  14   4.5826371 1.063526e-01 9.019100e-01   0 7.053272e-01
## 2637    5  13  14   5.2193828 4.350770e-01 7.419460e-01   0 2.939645e-01
## 2638    5  13  14   4.9037066 1.098338e-01 7.383398e-01   0 5.501868e-01
## 2639    5  13  14   4.6447498 3.299747e-01 2.375269e-01   0 1.031433e-01
## 2640    5  13  14   5.6745722 1.194925e-01 4.900441e-01   0 4.356509e-01
## 2641    5  13  14   5.2493961 2.493319e-01 8.175574e-01   0 9.841129e-01
## 2642    5  13  14   2.7921906 1.640666e-01 6.265045e-01   0 9.736891e-01
## 2643    5  13  14   5.0992782 7.615933e-01 8.313348e-01   0 7.285205e-01
## 2644    5  13  14  16.0548583 9.668090e-02 7.756187e-01   0 6.490613e-02
## 2645    5  13  14   5.5016689 9.607678e-01 9.468298e-01   0 2.541656e-01
## 2646    5  13  14  18.1473022 1.079061e-01 6.579432e-01   0 6.415937e-02
## 2647    5  13  14   6.6884488 8.168102e-01 8.170731e-01   0 5.918258e-01
## 2648    5  13  14  22.1261459 8.175160e-02 6.394184e-01   0 6.959415e-02
## 2649    5  13  14   4.3151611 9.789147e-01 6.934553e-01   0 6.267657e-01
## 2650    5  13  14   6.1272594 9.904498e-01 8.586248e-01   0 1.969368e-01
## 2651    5  13  14   3.5368888 1.489090e-01 7.976427e-01   0 1.290015e-01
## 2652    5  13  14   5.4582867 1.170167e-01 7.928514e-01   0 3.244094e-01
## 2653    5  13  14   2.4916522 7.063806e-01 3.048294e-01   0 5.415833e-02
## 2654    5  13  14   6.3518465 1.112662e-01 6.615918e-01   0 2.771495e-01
## 2655    5  13  14   3.2285242 9.292376e-01 9.089713e-01   0 8.880692e-01
## 2656    5  13  14   4.5384116 1.149384e-01 8.804228e-01   0 5.168252e-01
## 2657    5  13  14   4.3160438 2.280892e-01 5.161626e-01   0 6.751932e-01
## 2658    5  13  14   4.9571633 1.064228e-01 4.629898e-01   0 7.461584e-01
## 2659    5  13  14   5.7572275 8.712163e-01 8.317515e-01   0 8.856927e-01
## 2660    5  13  14   4.5171238 1.198947e-01 9.815275e-01   0 3.049145e-01
## 2661    5  13  14   2.5662127 9.342272e-02 5.577309e-02   0 1.474450e-01
## 2662    5  13  14   5.2317069 8.744522e-02 8.471671e-03   0 9.876855e-01
## 2663    5  13  14   5.8326387 2.904875e-01 1.165385e-01   0 9.819678e-01
## 2664    5  13  14   7.0187500 1.140445e-01 4.580461e-01   0 3.324989e-01
## 2665    5  13  14   6.1315711 2.751872e-01 1.982437e-01   0 8.023355e-01
## 2666    5  13  14   5.7457453 1.101098e-01 5.187875e-01   0 5.091947e-01
## 2667    5  13  14   4.8754138 3.359971e-01 1.078135e-01   0 3.670299e-01
## 2668    5  13  14   7.5231853 1.139151e-01 2.330031e-01   0 4.366219e-01
## 2669    5  13  14   3.4669953 2.258901e-02 8.090931e-01   0 8.019840e-02
## 2670    5  13  14   5.0029661 1.149334e-01 7.724709e-01   0 4.303719e-01
## 2671    5  13  14   6.2592897 6.548856e-01 5.183854e-01   0 7.595642e-01
## 2672    5  13  14   7.1903774 1.197280e-01 4.035284e-01   0 3.304260e-01
## 2673    5  13  14   6.1902851 7.535339e-01 4.064480e-01   0 9.985236e-02
## 2674    5  13  14  20.5440734 7.236117e-02 5.140847e-01   0 9.197625e-02
## 2675    5  13  14   5.5592768 3.880648e-01 5.737159e-01   0 8.584409e-01
## 2676    5  13  14   8.2285280 1.267133e-01 4.520571e-01   0 1.737748e-01
## 2677    5  13  14   7.6047101 6.117577e-02 3.727664e-01   0 8.804871e-01
## 2678    5  13  14  13.6304739 5.140051e-02 1.622378e-01   0 7.507704e-01
## 2679    5  13  14   6.4696051 7.453837e-01 7.876995e-01   0 5.964885e-01
## 2680    5  13  14   7.0185727 6.750794e-02 6.370731e-01   0 9.698685e-01
## 2681    5  13  14   4.4316828 1.613219e-01 7.047407e-01   0 2.497059e-01
## 2682    5  13  14   5.7127161 1.218492e-01 6.153946e-01   0 3.548899e-01
## 2683    5  13  14   4.9561511 8.152792e-01 6.641900e-01   0 1.262021e-01
## 2684    5  13  14  17.4078322 5.918106e-02 7.924252e-01   0 9.008299e-02
## 2685    5  13  14   5.0779853 9.361892e-01 7.762483e-01   0 3.207133e-01
## 2686    5  13  14  17.0096152 9.908749e-02 7.659113e-01   0 6.628388e-02
## 2687    5  13  14   3.5150576 9.370016e-01 5.186745e-01   0 6.594449e-01
## 2688    5  13  14  12.8439678 5.119734e-02 9.083850e-01   0 1.268160e-01
## 2689    5  13  14   4.4423697 8.256003e-02 5.188087e-01   0 4.670262e-01
## 2690    5  13  14   5.5784441 8.013236e-02 4.787395e-01   0 9.821198e-01
## 2691    5  13  14   3.8625566 4.261308e-02 1.599878e-01   0 3.077433e-01
## 2692    5  13  14   6.2113719 1.211133e-01 4.310024e-01   0 4.010395e-01
## 2693    5  13  14   6.0717513 9.542233e-01 5.525574e-01   0 3.961467e-01
## 2694    5  13  14  19.2260955 9.878339e-02 6.864286e-01   0 6.968248e-02
## 2695    5  13  14   5.2315600 5.240674e-01 5.223726e-01   0 4.976805e-01
## 2696    5  13  14   4.3489874 1.182040e-01 7.869073e-01   0 6.992862e-01
## 2697    5  13  14   3.3367969 5.681921e-01 4.503950e-02   0 5.056162e-01
## 2698    5  13  14   7.0333875 1.072413e-01 1.572263e-01   0 5.310926e-01
## 2699    5  13  14   5.0910631 6.862781e-01 1.237232e-01   0 7.998375e-01
## 2700    5  13  14   9.1318612 1.176665e-01 2.985797e-01   0 2.697649e-01
## 2701    5  13  14   6.3745052 4.081965e-01 9.709040e-01   0 4.885648e-01
## 2702    5  13  14   4.3490799 1.143277e-01 9.821095e-01   0 5.455081e-01
##       p_H_cond_S phi_E phi_U phi_S   h_V        gamma   N_0          E_0
## 1     0.37355171  1.09  1.09   0.2 0.125   0.46082192 8e+06 5.030176e+03
## 2     0.61991072  1.09  1.09   0.2 0.125   2.91156228 8e+06 7.142424e+03
## 3     0.22452204  1.09  1.09   0.2 0.125   0.53354744 8e+06 1.362967e+04
## 4     0.17674046  1.09  1.09   0.2 0.125  17.39485475 8e+06 2.252890e+04
## 5     0.26280080  1.09  1.09   0.2 0.125   0.46604179 8e+06 9.589921e+03
## 6     0.15519971  1.09  1.09   0.2 0.125   4.81849490 8e+06 1.426469e+04
## 7     0.35930796  1.09  1.09   0.2 0.125   0.74660000 8e+06 1.351483e+04
## 8     0.16690075  1.09  1.09   0.2 0.125   4.59670415 8e+06 1.813469e+04
## 9     0.15965069  1.09  1.09   0.2 0.125   0.40192660 8e+06 3.793691e+03
## 10    0.11689188  1.09  1.09   0.2 0.125  13.56877298 8e+06 6.737334e+03
## 11    0.33824255  1.09  1.09   0.2 0.125   0.97790860 8e+06 5.479808e+02
## 12    0.10257370  1.09  1.09   0.2 0.125   5.22912568 8e+06 4.983070e+02
## 13    0.05123793  1.09  1.09   0.2 0.125   0.31430020 8e+06 4.001889e+03
## 14    0.68268382  1.09  1.09   0.2 0.125   4.70967834 8e+06 5.588179e+03
## 15    0.33323694  1.09  1.09   0.2 0.125   0.79956685 8e+06 8.975800e+03
## 16    0.58043531  1.09  1.09   0.2 0.125   1.42977270 8e+06 1.395107e+04
## 17    0.38480737  1.09  1.09   0.2 0.125   0.24325538 8e+06 1.709642e+04
## 18    0.15614529  1.09  1.09   0.2 0.125   4.53625730 8e+06 2.472219e+04
## 19    0.38994146  1.09  1.09   0.2 0.125   0.62412897 8e+06 1.019270e+03
## 20    0.51428526  1.09  1.09   0.2 0.125   5.40489069 8e+06 8.842984e+02
## 21    0.26203062  1.09  1.09   0.2 0.125   0.71610566 8e+06 1.333031e+04
## 22    0.15376572  1.09  1.09   0.2 0.125   9.42157190 8e+06 1.791311e+04
## 23    0.07128200  1.09  1.09   0.2 0.125   0.95365504 8e+06 4.036673e+03
## 24    0.12597114  1.09  1.09   0.2 0.125   5.65722417 8e+06 7.589641e+03
## 25    0.31063659  1.09  1.09   0.2 0.125   0.56425183 8e+06 8.992888e+03
## 26    0.55973604  1.09  1.09   0.2 0.125  10.74898093 8e+06 1.592509e+04
## 27    0.12828915  1.09  1.09   0.2 0.125   0.93786489 8e+06 1.315683e+04
## 28    0.13425621  1.09  1.09   0.2 0.125   8.40563172 8e+06 1.769314e+04
## 29    0.38886199  1.09  1.09   0.2 0.125   0.80019515 8e+06 1.591832e+04
## 30    0.15566446  1.09  1.09   0.2 0.125   5.40962352 8e+06 2.549510e+04
## 31    0.23767540  1.09  1.09   0.2 0.125   0.78829977 8e+06 1.017031e+04
## 32    0.20654717  1.09  1.09   0.2 0.125  11.51822317 8e+06 1.092110e+04
## 33    0.13678639  1.09  1.09   0.2 0.125   0.61446989 8e+06 1.310734e+04
## 34    0.13299338  1.09  1.09   0.2 0.125   3.98984462 8e+06 1.840473e+04
## 35    0.14482429  1.09  1.09   0.2 0.125   0.30068577 8e+06 5.793019e+03
## 36    0.11495957  1.09  1.09   0.2 0.125   3.80364978 8e+06 1.140845e+04
## 37    0.26177428  1.09  1.09   0.2 0.125   0.52576831 8e+06 1.714962e+04
## 38    0.01697130  1.09  1.09   0.2 0.125   1.34896785 8e+06 2.306439e+04
## 39    0.16525088  1.09  1.09   0.2 0.125   0.32895417 8e+06 1.913741e+04
## 40    0.20218046  1.09  1.09   0.2 0.125   3.63107824 8e+06 2.363197e+04
## 41    0.18282351  1.09  1.09   0.2 0.125   0.74248946 8e+06 8.449532e+03
## 42    0.14154014  1.09  1.09   0.2 0.125   5.97345300 8e+06 1.395441e+04
## 43    0.29496816  1.09  1.09   0.2 0.125   0.92936564 8e+06 1.203167e+04
## 44    0.16842838  1.09  1.09   0.2 0.125   5.58964370 8e+06 2.042164e+04
## 45    0.10800379  1.09  1.09   0.2 0.125   0.43338139 8e+06 1.730641e+04
## 46    0.16284086  1.09  1.09   0.2 0.125   5.87780441 8e+06 1.830653e+04
## 47    0.10460934  1.09  1.09   0.2 0.125   0.49053795 8e+06 1.650895e+04
## 48    0.14413518  1.09  1.09   0.2 0.125   7.88428562 8e+06 2.450201e+04
## 49    0.25070149  1.09  1.09   0.2 0.125   0.98896886 8e+06 9.440893e+03
## 50    0.24786682  1.09  1.09   0.2 0.125  12.59976145 8e+06 9.618454e+03
## 51    0.34392559  1.09  1.09   0.2 0.125   0.59272630 8e+06 1.038753e+04
## 52    0.20384387  1.09  1.09   0.2 0.125  10.54428327 8e+06 1.531306e+04
## 53    0.27537585  1.09  1.09   0.2 0.125   0.40523648 8e+06 1.624003e+04
## 54    0.14310187  1.09  1.09   0.2 0.125   9.69502480 8e+06 2.682822e+04
## 55    0.18049417  1.09  1.09   0.2 0.125   0.74245091 8e+06 1.955503e+04
## 56    0.62415102  1.09  1.09   0.2 0.125   2.00458108 8e+06 3.516186e+04
## 57    0.33511966  1.09  1.09   0.2 0.125   0.40731204 8e+06 6.004009e+03
## 58    0.12241527  1.09  1.09   0.2 0.125   9.46932572 8e+06 8.376524e+03
## 59    0.19068353  1.09  1.09   0.2 0.125   0.98922089 8e+06 1.810569e+04
## 60    0.14813743  1.09  1.09   0.2 0.125   5.99348788 8e+06 2.865634e+04
## 61    0.15574980  1.09  1.09   0.2 0.125   0.94396450 8e+06 4.734110e+03
## 62    0.19626276  1.09  1.09   0.2 0.125   5.04064703 8e+06 9.599178e+03
## 63    0.07514084  1.09  1.09   0.2 0.125   0.86320623 8e+06 4.475662e+03
## 64    0.56157637  1.09  1.09   0.2 0.125   2.49122870 8e+06 5.936198e+03
## 65    0.23849518  1.09  1.09   0.2 0.125   0.98307685 8e+06 7.893700e+03
## 66    0.14861936  1.09  1.09   0.2 0.125   5.64089509 8e+06 1.182883e+04
## 67    0.33792423  1.09  1.09   0.2 0.125   0.38210672 8e+06 1.979286e+04
## 68    0.60072155  1.09  1.09   0.2 0.125   4.54082442 8e+06 3.493682e+04
## 69    0.35426231  1.09  1.09   0.2 0.125   0.65994166 8e+06 1.025062e+04
## 70    0.56559111  1.09  1.09   0.2 0.125   4.27065470 8e+06 2.069200e+04
## 71    0.37512531  1.09  1.09   0.2 0.125   0.24634587 8e+06 6.152590e+03
## 72    0.12320237  1.09  1.09   0.2 0.125   6.28103187 8e+06 8.770738e+03
## 73    0.36471686  1.09  1.09   0.2 0.125   0.54942130 8e+06 1.836332e+04
## 74    0.19809203  1.09  1.09   0.2 0.125   4.93253055 8e+06 1.919708e+04
## 75    0.06905394  1.09  1.09   0.2 0.125   0.82365053 8e+06 5.692625e+03
## 76    0.18763981  1.09  1.09   0.2 0.125   5.67204615 8e+06 9.247547e+03
## 77    0.20986282  1.09  1.09   0.2 0.125   0.84775280 8e+06 4.568493e+03
## 78    0.11148601  1.09  1.09   0.2 0.125   8.33092390 8e+06 8.551816e+03
## 79    0.16573765  1.09  1.09   0.2 0.125   0.38405626 8e+06 1.228146e+03
## 80    0.11521636  1.09  1.09   0.2 0.125   4.99368402 8e+06 1.523765e+03
## 81    0.36627724  1.09  1.09   0.2 0.125   0.48855329 8e+06 1.736571e+04
## 82    0.16185898  1.09  1.09   0.2 0.125   4.44437635 8e+06 2.771724e+04
## 83    0.24778490  1.09  1.09   0.2 0.125   0.43600551 8e+06 1.009574e+04
## 84    0.18903433  1.09  1.09   0.2 0.125   7.28029071 8e+06 1.467921e+04
## 85    0.06855246  1.09  1.09   0.2 0.125   0.99790584 8e+06 1.403639e+04
## 86    0.18765128  1.09  1.09   0.2 0.125   6.75756859 8e+06 2.011961e+04
## 87    0.22784199  1.09  1.09   0.2 0.125   0.55797293 8e+06 1.474393e+03
## 88    0.10859693  1.09  1.09   0.2 0.125  28.45672916 8e+06 2.692186e+03
## 89    0.15488764  1.09  1.09   0.2 0.125   0.87875294 8e+06 1.292710e+02
## 90    0.12285018  1.09  1.09   0.2 0.125   6.25901144 8e+06 1.084507e+02
## 91    0.07445592  1.09  1.09   0.2 0.125   0.95985922 8e+06 9.212580e+03
## 92    0.30938710  1.09  1.09   0.2 0.125   2.72395824 8e+06 1.006815e+04
## 93    0.24554830  1.09  1.09   0.2 0.125   0.56026940 8e+06 3.134299e+03
## 94    0.12118847  1.09  1.09   0.2 0.125  30.05865596 8e+06 5.974207e+03
## 95    0.36959484  1.09  1.09   0.2 0.125   0.83785121 8e+06 4.016103e+03
## 96    0.11430928  1.09  1.09   0.2 0.125   4.78029570 8e+06 6.228579e+03
## 97    0.19813706  1.09  1.09   0.2 0.125   0.93243933 8e+06 1.156797e+03
## 98    0.15170611  1.09  1.09   0.2 0.125   4.61266417 8e+06 2.015720e+03
## 99    0.20232673  1.09  1.09   0.2 0.125   0.20002871 8e+06 1.615565e+04
## 100   0.16737356  1.09  1.09   0.2 0.125   6.03330464 8e+06 2.550112e+04
## 101   0.25283912  1.09  1.09   0.2 0.125   0.52073859 8e+06 9.509248e+03
## 102   0.26292692  1.09  1.09   0.2 0.125   4.99209279 8e+06 1.094127e+04
## 103   0.05110614  1.09  1.09   0.2 0.125   0.32537386 8e+06 1.492222e+04
## 104   0.15581119  1.09  1.09   0.2 0.125   4.32225522 8e+06 3.077203e+04
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## 474   0.19098722  1.09  1.09   0.2 0.125   4.12300807 8e+06 2.204898e+04
## 475   0.26427232  1.09  1.09   0.2 0.125   0.24322686 8e+06 1.745829e+04
## 476   0.15558910  1.09  1.09   0.2 0.125  11.64408578 8e+06 3.056468e+04
## 477   0.14976561  1.09  1.09   0.2 0.125   0.94416381 8e+06 5.122984e+03
## 478   0.13846093  1.09  1.09   0.2 0.125   4.38645797 8e+06 9.568333e+03
## 479   0.23063393  1.09  1.09   0.2 0.125   0.94699816 8e+06 7.905288e+03
## 480   0.19717007  1.09  1.09   0.2 0.125   5.03652529 8e+06 9.491375e+03
## 481   0.08086128  1.09  1.09   0.2 0.125   0.73777421 8e+06 1.158868e+04
## 482   0.58066233  1.09  1.09   0.2 0.125   6.67739258 8e+06 1.704098e+04
## 483   0.33196582  1.09  1.09   0.2 0.125   0.21278034 8e+06 1.513469e+03
## 484   0.19729788  1.09  1.09   0.2 0.125  11.90219979 8e+06 3.227908e+03
## 485   0.11408503  1.09  1.09   0.2 0.125   0.87338390 8e+06 1.391093e+04
## 486   0.23830407  1.09  1.09   0.2 0.125   4.54249563 8e+06 1.054110e+04
## 487   0.18114095  1.09  1.09   0.2 0.125   0.87437063 8e+06 2.895521e+03
## 488   0.63167549  1.09  1.09   0.2 0.125   1.73727655 8e+06 3.506221e+03
## 489   0.11341129  1.09  1.09   0.2 0.125   0.87105703 8e+06 1.853480e+04
## 490   0.71275804  1.09  1.09   0.2 0.125   3.24265355 8e+06 2.950987e+04
## 491   0.14325737  1.09  1.09   0.2 0.125   0.96842686 8e+06 3.902063e+03
## 492   0.53453869  1.09  1.09   0.2 0.125   4.85565550 8e+06 5.196156e+03
## 493   0.07733241  1.09  1.09   0.2 0.125   0.64332400 8e+06 1.349648e+04
## 494   0.13832636  1.09  1.09   0.2 0.125   4.07671424 8e+06 1.302788e+04
## 495   0.33433062  1.09  1.09   0.2 0.125   0.61204229 8e+06 4.219941e+02
## 496   0.10581881  1.09  1.09   0.2 0.125   5.24090969 8e+06 4.111262e+02
## 497   0.27278272  1.09  1.09   0.2 0.125   0.32864480 8e+06 1.727459e+04
## 498   0.14859458  1.09  1.09   0.2 0.125  14.91022338 8e+06 1.294813e+04
## 499   0.36182509  1.09  1.09   0.2 0.125   0.56602617 8e+06 8.419575e+03
## 500   0.55895299  1.09  1.09   0.2 0.125   1.23685751 8e+06 1.714504e+04
## 501   0.39703382  1.09  1.09   0.2 0.125   0.88108655 8e+06 1.071776e+04
## 502   0.16915814  1.09  1.09   0.2 0.125   5.61321719 8e+06 1.853930e+04
## 503   0.23576860  1.09  1.09   0.2 0.125   0.88957139 8e+06 2.797195e+03
## 504   0.52744279  1.09  1.09   0.2 0.125  12.32723807 8e+06 2.627794e+03
## 505   0.28341794  1.09  1.09   0.2 0.125   0.68498109 8e+06 1.330475e+04
## 506   0.19251873  1.09  1.09   0.2 0.125   6.03996392 8e+06 2.002491e+04
## 507   0.34948895  1.09  1.09   0.2 0.125   0.52663655 8e+06 9.413739e+02
## 508   0.16734623  1.09  1.09   0.2 0.125  23.97608980 8e+06 1.971481e+03
## 509   0.09666653  1.09  1.09   0.2 0.125   0.20012423 8e+06 1.651059e+04
## 510   0.16032550  1.09  1.09   0.2 0.125   4.26950505 8e+06 2.231214e+04
## 511   0.25407973  1.09  1.09   0.2 0.125   0.40748008 8e+06 1.914640e+04
## 512   0.87069753  1.09  1.09   0.2 0.125   2.82606430 8e+06 2.838531e+04
## 513   0.26310592  1.09  1.09   0.2 0.125   0.79647571 8e+06 4.109772e+03
## 514   0.12176784  1.09  1.09   0.2 0.125   6.93688153 8e+06 6.207266e+03
## 515   0.10717337  1.09  1.09   0.2 0.125   0.65795979 8e+06 3.209899e+03
## 516   0.11604808  1.09  1.09   0.2 0.125   9.71830076 8e+06 4.744173e+03
## 517   0.11674749  1.09  1.09   0.2 0.125   0.26053950 8e+06 1.905271e+04
## 518   0.14144757  1.09  1.09   0.2 0.125   1.70755398 8e+06 2.547780e+04
## 519   0.17574724  1.09  1.09   0.2 0.125   0.51443806 8e+06 1.954756e+04
## 520   0.58712412  1.09  1.09   0.2 0.125   6.53884916 8e+06 3.642983e+04
## 521   0.27393846  1.09  1.09   0.2 0.125   0.49848718 8e+06 1.183921e+04
## 522   0.14872772  1.09  1.09   0.2 0.125   4.50937285 8e+06 2.320193e+04
## 523   0.19874200  1.09  1.09   0.2 0.125   0.69693776 8e+06 1.552807e+03
## 524   0.53460216  1.09  1.09   0.2 0.125   9.55346340 8e+06 1.761330e+03
## 525   0.15780191  1.09  1.09   0.2 0.125   0.35295800 8e+06 8.860213e+02
## 526   0.51008743  1.09  1.09   0.2 0.125   3.26724520 8e+06 9.055322e+02
## 527   0.23074839  1.09  1.09   0.2 0.125   0.66850093 8e+06 1.127987e+04
## 528   0.25884252  1.09  1.09   0.2 0.125   6.20476359 8e+06 8.537603e+03
## 529   0.31595268  1.09  1.09   0.2 0.125   0.88302990 8e+06 1.662384e+04
## 530   0.17993889  1.09  1.09   0.2 0.125   4.65886490 8e+06 2.006521e+04
## 531   0.15033181  1.09  1.09   0.2 0.125   0.82673441 8e+06 8.603175e+03
## 532   0.56969473  1.09  1.09   0.2 0.125   1.87967769 8e+06 1.631112e+04
## 533   0.25841049  1.09  1.09   0.2 0.125   0.86875333 8e+06 1.829083e+04
## 534   0.16160165  1.09  1.09   0.2 0.125   5.35169893 8e+06 3.885210e+04
## 535   0.14650241  1.09  1.09   0.2 0.125   0.31867923 8e+06 8.358674e+02
## 536   0.51073117  1.09  1.09   0.2 0.125   1.34627609 8e+06 8.568493e+02
## 537   0.21510413  1.09  1.09   0.2 0.125   0.21109449 8e+06 1.596369e+04
## 538   0.16080875  1.09  1.09   0.2 0.125   9.10371702 8e+06 3.086318e+04
## 539   0.33142647  1.09  1.09   0.2 0.125   0.72126271 8e+06 1.191901e+04
## 540   0.14516194  1.09  1.09   0.2 0.125   8.39976873 8e+06 1.988447e+04
## 541   0.10919602  1.09  1.09   0.2 0.125   0.98368175 8e+06 1.473425e+04
## 542   0.61008509  1.09  1.09   0.2 0.125   2.28800661 8e+06 2.464200e+04
## 543   0.31631756  1.09  1.09   0.2 0.125   0.49592495 8e+06 9.766466e+03
## 544   0.13880443  1.09  1.09   0.2 0.125   4.94062288 8e+06 1.563307e+04
## 545   0.14364462  1.09  1.09   0.2 0.125   0.48091994 8e+06 1.037028e+04
## 546   0.13587965  1.09  1.09   0.2 0.125   5.39813202 8e+06 1.671780e+04
## 547   0.25056690  1.09  1.09   0.2 0.125   0.61921143 8e+06 1.255182e+04
## 548   0.17505911  1.09  1.09   0.2 0.125  11.01797496 8e+06 1.611639e+04
## 549   0.20847069  1.09  1.09   0.2 0.125   0.20421241 8e+06 1.866925e+04
## 550   0.13575129  1.09  1.09   0.2 0.125   7.12262175 8e+06 1.686893e+04
## 551   0.16162370  1.09  1.09   0.2 0.125   0.50623631 8e+06 1.281302e+04
## 552   0.59170615  1.09  1.09   0.2 0.125   2.24388554 8e+06 2.567266e+04
## 553   0.23531003  1.09  1.09   0.2 0.125   0.62245639 8e+06 4.505822e+03
## 554   0.57351211  1.09  1.09   0.2 0.125   1.26007456 8e+06 8.102200e+03
## 555   0.06894723  1.09  1.09   0.2 0.125   0.66856114 8e+06 4.291166e+03
## 556   0.05679852  1.09  1.09   0.2 0.125   3.24575423 8e+06 4.038604e+03
## 557   0.17304103  1.09  1.09   0.2 0.125   0.20700667 8e+06 3.470071e+03
## 558   0.11546169  1.09  1.09   0.2 0.125   6.93257952 8e+06 5.551240e+03
## 559   0.35966985  1.09  1.09   0.2 0.125   0.46987724 8e+06 1.554800e+04
## 560   0.20580524  1.09  1.09   0.2 0.125   4.51439275 8e+06 1.796863e+04
## 561   0.29908945  1.09  1.09   0.2 0.125   0.60421539 8e+06 1.891683e+04
## 562   0.17117871  1.09  1.09   0.2 0.125   5.72134356 8e+06 3.536600e+04
## 563   0.30962088  1.09  1.09   0.2 0.125   0.96746289 8e+06 9.409872e+03
## 564   0.11895546  1.09  1.09   0.2 0.125   3.35066802 8e+06 1.608773e+04
## 565   0.25597908  1.09  1.09   0.2 0.125   0.42032704 8e+06 1.723223e+04
## 566   0.15855805  1.09  1.09   0.2 0.125  16.43947558 8e+06 2.630068e+04
## 567   0.27250462  1.09  1.09   0.2 0.125   0.47786464 8e+06 9.571632e+03
## 568   0.56192426  1.09  1.09   0.2 0.125   1.64323877 8e+06 1.853763e+04
## 569   0.18322705  1.09  1.09   0.2 0.125   0.82916337 8e+06 1.309592e+04
## 570   0.14575560  1.09  1.09   0.2 0.125  15.53141986 8e+06 2.168759e+04
## 571   0.15899572  1.09  1.09   0.2 0.125   0.73405554 8e+06 1.059243e+04
## 572   0.14628682  1.09  1.09   0.2 0.125   8.04425822 8e+06 1.816068e+04
## 573   0.14167313  1.09  1.09   0.2 0.125   0.74395861 8e+06 1.375889e+04
## 574   0.14111625  1.09  1.09   0.2 0.125   6.22615813 8e+06 2.911472e+04
## 575   0.28760183  1.09  1.09   0.2 0.125   0.36269368 8e+06 3.941345e+03
## 576   0.13009831  1.09  1.09   0.2 0.125   4.90650871 8e+06 7.140479e+03
## 577   0.30287715  1.09  1.09   0.2 0.125   0.28118895 8e+06 1.140296e+04
## 578   0.18420141  1.09  1.09   0.2 0.125   4.28157493 8e+06 1.858096e+04
## 579   0.37583792  1.09  1.09   0.2 0.125   0.61703679 8e+06 1.060938e+04
## 580   0.17611047  1.09  1.09   0.2 0.125   4.49208407 8e+06 1.257989e+04
## 581   0.36809726  1.09  1.09   0.2 0.125   0.25117738 8e+06 5.761561e+03
## 582   0.62919210  1.09  1.09   0.2 0.125  17.00491749 8e+06 7.748750e+03
## 583   0.09352913  1.09  1.09   0.2 0.125   0.66542796 8e+06 1.230018e+03
## 584   0.51534767  1.09  1.09   0.2 0.125   4.15430684 8e+06 1.526258e+03
## 585   0.17113014  1.09  1.09   0.2 0.125   0.47498723 8e+06 7.848682e+03
## 586   0.54720304  1.09  1.09   0.2 0.125  12.16156749 8e+06 9.035291e+03
## 587   0.18232790  1.09  1.09   0.2 0.125   0.89861054 8e+06 1.050231e+04
## 588   0.14520526  1.09  1.09   0.2 0.125   2.25715327 8e+06 1.797597e+04
## 589   0.28390913  1.09  1.09   0.2 0.125   0.69561269 8e+06 1.695636e+04
## 590   0.18054623  1.09  1.09   0.2 0.125   6.15160525 8e+06 2.960813e+04
## 591   0.30814550  1.09  1.09   0.2 0.125   0.37195252 8e+06 1.461079e+04
## 592   0.14611004  1.09  1.09   0.2 0.125   9.18397460 8e+06 2.723800e+04
## 593   0.22063264  1.09  1.09   0.2 0.125   0.98375359 8e+06 1.311125e+04
## 594   0.13491249  1.09  1.09   0.2 0.125   2.85616948 8e+06 2.335855e+04
## 595   0.26545463  1.09  1.09   0.2 0.125   0.25281823 8e+06 1.770225e+04
## 596   0.21573870  1.09  1.09   0.2 0.125   5.35642582 8e+06 1.407416e+04
## 597   0.24957559  1.09  1.09   0.2 0.125   0.44476991 8e+06 1.825212e+03
## 598   0.16478075  1.09  1.09   0.2 0.125   7.42260719 8e+06 3.640357e+03
## 599   0.30000449  1.09  1.09   0.2 0.125   0.40408658 8e+06 1.659248e+04
## 600   0.17691871  1.09  1.09   0.2 0.125   3.81121217 8e+06 2.598951e+04
## 601   0.17297350  1.09  1.09   0.2 0.125   0.97655076 8e+06 1.585612e+04
## 602   0.16447016  1.09  1.09   0.2 0.125  28.65441508 8e+06 2.439774e+04
## 603   0.11122738  1.09  1.09   0.2 0.125   0.79359614 8e+06 1.979109e+03
## 604   0.13819368  1.09  1.09   0.2 0.125   8.08670519 8e+06 3.262915e+03
## 605   0.36343412  1.09  1.09   0.2 0.125   0.88174837 8e+06 1.231397e+04
## 606   0.69029873  1.09  1.09   0.2 0.125   2.55361874 8e+06 2.848897e+04
## 607   0.06621599  1.09  1.09   0.2 0.125   0.32075343 8e+06 1.084476e+04
## 608   0.25603195  1.09  1.09   0.2 0.125   5.58384083 8e+06 9.340674e+03
## 609   0.16453389  1.09  1.09   0.2 0.125   0.51283565 8e+06 2.678325e+03
## 610   0.54747814  1.09  1.09   0.2 0.125   2.82930914 8e+06 3.435706e+03
## 611   0.14315836  1.09  1.09   0.2 0.125   0.89038481 8e+06 8.029038e+03
## 612   0.54569657  1.09  1.09   0.2 0.125   2.94650403 8e+06 1.203110e+04
## 613   0.25295959  1.09  1.09   0.2 0.125   0.57711445 8e+06 1.535760e+04
## 614   0.20559400  1.09  1.09   0.2 0.125   4.41709524 8e+06 3.038585e+04
## 615   0.11502160  1.09  1.09   0.2 0.125   0.43639633 8e+06 3.296664e+03
## 616   0.54391439  1.09  1.09   0.2 0.125   2.83822181 8e+06 4.673425e+03
## 617   0.39411228  1.09  1.09   0.2 0.125   0.23153107 8e+06 7.719219e+03
## 618   0.13618727  1.09  1.09   0.2 0.125   9.46969138 8e+06 1.141762e+04
## 619   0.23907906  1.09  1.09   0.2 0.125   0.46198863 8e+06 1.159508e+04
## 620   0.17211815  1.09  1.09   0.2 0.125  20.23982199 8e+06 1.933656e+04
## 621   0.16603359  1.09  1.09   0.2 0.125   0.30353908 8e+06 2.331946e+03
## 622   0.11842193  1.09  1.09   0.2 0.125   2.59416855 8e+06 3.910171e+03
## 623   0.35990430  1.09  1.09   0.2 0.125   0.44319413 8e+06 6.436049e+03
## 624   0.51349894  1.09  1.09   0.2 0.125   0.02100388 8e+06 6.117333e+03
## 625   0.25611991  1.09  1.09   0.2 0.125   0.52970050 8e+06 5.713838e+03
## 626   0.11329069  1.09  1.09   0.2 0.125   5.10208325 8e+06 9.499664e+03
## 627   0.15226535  1.09  1.09   0.2 0.125   0.24543112 8e+06 1.232387e+04
## 628   0.21431802  1.09  1.09   0.2 0.125  18.43156155 8e+06 1.525289e+04
## 629   0.32217220  1.09  1.09   0.2 0.125   0.27261085 8e+06 1.593443e+04
## 630   0.98456460  1.09  1.09   0.2 0.125   1.00224580 8e+06 1.008425e+04
## 631   0.11495893  1.09  1.09   0.2 0.125   0.93295284 8e+06 1.515191e+04
## 632   0.15205337  1.09  1.09   0.2 0.125   5.44048968 8e+06 2.681861e+04
## 633   0.31417355  1.09  1.09   0.2 0.125   0.62464124 8e+06 1.506237e+03
## 634   0.10816226  1.09  1.09   0.2 0.125  24.38690937 8e+06 1.979018e+03
## 635   0.21589767  1.09  1.09   0.2 0.125   0.41428838 8e+06 5.233812e+03
## 636   0.12083150  1.09  1.09   0.2 0.125  17.05957201 8e+06 9.964849e+03
## 637   0.30805353  1.09  1.09   0.2 0.125   0.84909114 8e+06 1.036746e+04
## 638   0.33479638  1.09  1.09   0.2 0.125   2.88932659 8e+06 9.448447e+03
## 639   0.33015167  1.09  1.09   0.2 0.125   0.25025146 8e+06 4.975576e+03
## 640   0.13657975  1.09  1.09   0.2 0.125   3.74662023 8e+06 8.411743e+03
## 641   0.15924624  1.09  1.09   0.2 0.125   0.62755506 8e+06 1.737973e+04
## 642   0.17906739  1.09  1.09   0.2 0.125  11.96265158 8e+06 2.960753e+04
## 643   0.36211857  1.09  1.09   0.2 0.125   0.47109575 8e+06 1.670953e+04
## 644   0.15257909  1.09  1.09   0.2 0.125   5.35885871 8e+06 2.853931e+04
## 645   0.12615170  1.09  1.09   0.2 0.125   0.77760523 8e+06 1.482424e+03
## 646   0.61674186  1.09  1.09   0.2 0.125  18.89631529 8e+06 1.478802e+03
## 647   0.13607821  1.09  1.09   0.2 0.125   0.38588834 8e+06 1.785984e+04
## 648   0.16407786  1.09  1.09   0.2 0.125   8.67028151 8e+06 2.429659e+04
## 649   0.10433239  1.09  1.09   0.2 0.125   0.67912400 8e+06 1.033885e+04
## 650   0.13737763  1.09  1.09   0.2 0.125   7.70183058 8e+06 1.769707e+04
## 651   0.25496968  1.09  1.09   0.2 0.125   0.36547674 8e+06 1.804475e+04
## 652   0.19652570  1.09  1.09   0.2 0.125   4.77127544 8e+06 2.607524e+04
## 653   0.29882446  1.09  1.09   0.2 0.125   0.46554295 8e+06 4.126445e+03
## 654   0.10616291  1.09  1.09   0.2 0.125   1.96774106 8e+06 5.016426e+03
## 655   0.27804159  1.09  1.09   0.2 0.125   0.31883706 8e+06 1.185534e+04
## 656   0.19402219  1.09  1.09   0.2 0.125   3.72527772 8e+06 1.526938e+04
## 657   0.09769922  1.09  1.09   0.2 0.125   0.85661579 8e+06 8.692229e+03
## 658   0.36917286  1.09  1.09   0.2 0.125  11.26674261 8e+06 8.681798e+03
## 659   0.21595165  1.09  1.09   0.2 0.125   0.87866362 8e+06 1.077155e+04
## 660   0.55526450  1.09  1.09   0.2 0.125   7.35566191 8e+06 1.964328e+04
## 661   0.36568387  1.09  1.09   0.2 0.125   0.92356141 8e+06 6.333040e+03
## 662   0.12043393  1.09  1.09   0.2 0.125   6.40122750 8e+06 1.105070e+04
## 663   0.29713203  1.09  1.09   0.2 0.125   0.20690231 8e+06 1.796378e+04
## 664   0.16469920  1.09  1.09   0.2 0.125  12.10596191 8e+06 3.933378e+04
## 665   0.34760534  1.09  1.09   0.2 0.125   0.48354484 8e+06 9.646973e+03
## 666   0.14338106  1.09  1.09   0.2 0.125  11.30110940 8e+06 1.778018e+04
## 667   0.13331706  1.09  1.09   0.2 0.125   0.23249154 8e+06 5.573386e+03
## 668   0.13578721  1.09  1.09   0.2 0.125  10.14841739 8e+06 1.023269e+04
## 669   0.17629363  1.09  1.09   0.2 0.125   0.25097711 8e+06 1.376425e+04
## 670   0.13573755  1.09  1.09   0.2 0.125   3.94933514 8e+06 2.059913e+04
## 671   0.07876331  1.09  1.09   0.2 0.125   0.67823846 8e+06 1.472892e+04
## 672   0.18974645  1.09  1.09   0.2 0.125   3.62220781 8e+06 1.828881e+04
## 673   0.05130277  1.09  1.09   0.2 0.125   0.29754112 8e+06 4.964571e+03
## 674   0.13754943  1.09  1.09   0.2 0.125   4.89225949 8e+06 7.706867e+03
## 675   0.35246263  1.09  1.09   0.2 0.125   0.83744062 8e+06 1.329698e+04
## 676   0.14514875  1.09  1.09   0.2 0.125   6.27220281 8e+06 1.967664e+04
## 677   0.20294301  1.09  1.09   0.2 0.125   0.36953393 8e+06 1.059605e+04
## 678   0.15078576  1.09  1.09   0.2 0.125   8.34633246 8e+06 1.545902e+04
## 679   0.23805380  1.09  1.09   0.2 0.125   0.52756567 8e+06 6.895669e+03
## 680   0.13936313  1.09  1.09   0.2 0.125   7.65137515 8e+06 1.189138e+04
## 681   0.27532671  1.09  1.09   0.2 0.125   0.52232653 8e+06 1.720587e+04
## 682   0.57451383  1.09  1.09   0.2 0.125   2.02433194 8e+06 2.552795e+04
## 683   0.37613477  1.09  1.09   0.2 0.125   0.24032134 8e+06 1.047210e+04
## 684   0.16751242  1.09  1.09   0.2 0.125   3.68364959 8e+06 1.516285e+04
## 685   0.25861282  1.09  1.09   0.2 0.125   0.52152406 8e+06 7.342992e+03
## 686   0.63576801  1.09  1.09   0.2 0.125   2.71993347 8e+06 1.305151e+04
## 687   0.39610316  1.09  1.09   0.2 0.125   0.54045455 8e+06 1.487844e+04
## 688   0.21705171  1.09  1.09   0.2 0.125   5.56462255 8e+06 1.856814e+04
## 689   0.17781179  1.09  1.09   0.2 0.125   0.65138905 8e+06 1.567969e+03
## 690   0.10965476  1.09  1.09   0.2 0.125   6.06629756 8e+06 2.328499e+03
## 691   0.21151521  1.09  1.09   0.2 0.125   0.27359273 8e+06 1.082869e+04
## 692   0.57800706  1.09  1.09   0.2 0.125   4.18799053 8e+06 1.976743e+04
## 693   0.05520239  1.09  1.09   0.2 0.125   0.52113347 8e+06 9.693397e+03
## 694   0.13768439  1.09  1.09   0.2 0.125   4.13009021 8e+06 1.652847e+04
## 695   0.17997733  1.09  1.09   0.2 0.125   0.86342460 8e+06 1.302643e+04
## 696   0.15120441  1.09  1.09   0.2 0.125   4.54907057 8e+06 2.221667e+04
## 697   0.09238901  1.09  1.09   0.2 0.125   0.69734234 8e+06 6.097683e+03
## 698   0.56095019  1.09  1.09   0.2 0.125   2.15567619 8e+06 8.188142e+03
## 699   0.24289343  1.09  1.09   0.2 0.125   0.21420190 8e+06 1.279327e+04
## 700   0.16362228  1.09  1.09   0.2 0.125  24.96013977 8e+06 1.967827e+04
## 701   0.26736038  1.09  1.09   0.2 0.125   0.74190494 8e+06 2.211923e+03
## 702   0.16442288  1.09  1.09   0.2 0.125   3.33081193 8e+06 5.631422e+03
## 703   0.13232198  1.09  1.09   0.2 0.125   0.49892942 8e+06 4.888361e+03
## 704   0.12333337  1.09  1.09   0.2 0.125   6.06161606 8e+06 8.618426e+03
## 705   0.20531886  1.09  1.09   0.2 0.125   0.23588814 8e+06 5.793951e+03
## 706   0.11404515  1.09  1.09   0.2 0.125   3.62536898 8e+06 8.207681e+03
## 707   0.23680625  1.09  1.09   0.2 0.125   0.89864555 8e+06 2.813080e+03
## 708   0.11928318  1.09  1.09   0.2 0.125   9.56831580 8e+06 3.936988e+03
## 709   0.19268043  1.09  1.09   0.2 0.125   0.58456557 8e+06 1.865094e+04
## 710   0.23888165  1.09  1.09   0.2 0.125   1.37115334 8e+06 2.230113e+04
## 711   0.38010094  1.09  1.09   0.2 0.125   0.22088549 8e+06 1.987854e+04
## 712   0.20737980  1.09  1.09   0.2 0.125  18.80378669 8e+06 2.024139e+04
## 713   0.24650988  1.09  1.09   0.2 0.125   0.73906409 8e+06 1.676053e+04
## 714   0.13207697  1.09  1.09   0.2 0.125   5.09524976 8e+06 2.255618e+04
## 715   0.15366933  1.09  1.09   0.2 0.125   0.61128070 8e+06 3.724941e+03
## 716   0.13171494  1.09  1.09   0.2 0.125   6.91695718 8e+06 6.821878e+03
## 717   0.29332500  1.09  1.09   0.2 0.125   0.74344014 8e+06 1.460891e+04
## 718   0.19254151  1.09  1.09   0.2 0.125   7.95207471 8e+06 1.476605e+04
## 719   0.08320818  1.09  1.09   0.2 0.125   0.44644778 8e+06 2.409114e+03
## 720   0.53689396  1.09  1.09   0.2 0.125   1.66682954 8e+06 2.614924e+03
## 721   0.35188528  1.09  1.09   0.2 0.125   0.50028002 8e+06 9.703612e+03
## 722   0.12797808  1.09  1.09   0.2 0.125   7.81715571 8e+06 1.631121e+04
## 723   0.11637531  1.09  1.09   0.2 0.125   0.91379351 8e+06 8.252444e+03
## 724   0.14560820  1.09  1.09   0.2 0.125   3.13612873 8e+06 1.561546e+04
## 725   0.08204307  1.09  1.09   0.2 0.125   0.76410294 8e+06 4.793543e+03
## 726   0.54227283  1.09  1.09   0.2 0.125   2.19788892 8e+06 6.951232e+03
## 727   0.21202664  1.09  1.09   0.2 0.125   0.99338176 8e+06 6.843057e+03
## 728   0.10599217  1.09  1.09   0.2 0.125   9.34622107 8e+06 6.823858e+03
## 729   0.13228456  1.09  1.09   0.2 0.125   0.24003137 8e+06 1.460667e+04
## 730   0.14551648  1.09  1.09   0.2 0.125   4.56289523 8e+06 2.246742e+04
## 731   0.11515295  1.09  1.09   0.2 0.125   0.76172419 8e+06 1.643446e+04
## 732   0.13792590  1.09  1.09   0.2 0.125   4.22757869 8e+06 3.040225e+04
## 733   0.23535362  1.09  1.09   0.2 0.125   0.79666886 8e+06 1.982547e+04
## 734   0.17295818  1.09  1.09   0.2 0.125   5.97368847 8e+06 3.024481e+04
## 735   0.26482185  1.09  1.09   0.2 0.125   0.85517111 8e+06 1.330521e+04
## 736   0.56824974  1.09  1.09   0.2 0.125   3.44009537 8e+06 2.304078e+04
## 737   0.22858913  1.09  1.09   0.2 0.125   0.80517446 8e+06 1.650152e+04
## 738   0.16862399  1.09  1.09   0.2 0.125   4.24138355 8e+06 2.976561e+04
## 739   0.15819732  1.09  1.09   0.2 0.125   0.76996937 8e+06 1.942610e+04
## 740   0.23388675  1.09  1.09   0.2 0.125   1.98637905 8e+06 1.500787e+04
## 741   0.12572706  1.09  1.09   0.2 0.125   0.85491433 8e+06 1.664753e+04
## 742   0.16107338  1.09  1.09   0.2 0.125  10.86950397 8e+06 2.566349e+04
## 743   0.20163476  1.09  1.09   0.2 0.125   0.62207441 8e+06 1.114568e+04
## 744   0.17267964  1.09  1.09   0.2 0.125  10.97325336 8e+06 1.701914e+04
## 745   0.34299009  1.09  1.09   0.2 0.125   0.48727082 8e+06 1.465265e+04
## 746   0.12673696  1.09  1.09   0.2 0.125   2.87620701 8e+06 2.253145e+04
## 747   0.15287131  1.09  1.09   0.2 0.125   0.60391872 8e+06 1.075857e+04
## 748   0.14658093  1.09  1.09   0.2 0.125   3.23555856 8e+06 2.169459e+04
## 749   0.24883807  1.09  1.09   0.2 0.125   0.85335368 8e+06 1.427689e+04
## 750   0.58591552  1.09  1.09   0.2 0.125   4.43786809 8e+06 2.633196e+04
## 751   0.18600719  1.09  1.09   0.2 0.125   0.70037051 8e+06 1.791955e+04
## 752   0.10112014  1.09  1.09   0.2 0.125   9.32282362 8e+06 1.196925e+04
## 753   0.22501058  1.09  1.09   0.2 0.125   0.20266151 8e+06 4.641115e+03
## 754   0.12222849  1.09  1.09   0.2 0.125   2.30911984 8e+06 9.251663e+03
## 755   0.26077301  1.09  1.09   0.2 0.125   0.52256673 8e+06 7.243737e+03
## 756   0.14025807  1.09  1.09   0.2 0.125  17.86661546 8e+06 1.277719e+04
## 757   0.19347456  1.09  1.09   0.2 0.125   0.34321521 8e+06 1.416691e+04
## 758   0.78656483  1.09  1.09   0.2 0.125   5.59772900 8e+06 1.225022e+04
## 759   0.24937761  1.09  1.09   0.2 0.125   0.54053298 8e+06 1.167145e+04
## 760   0.13835020  1.09  1.09   0.2 0.125   3.51950750 8e+06 1.789288e+04
## 761   0.10764120  1.09  1.09   0.2 0.125   0.44371495 8e+06 1.142569e+04
## 762   0.08804584  1.09  1.09   0.2 0.125  12.85109075 8e+06 2.225637e+04
## 763   0.07966140  1.09  1.09   0.2 0.125   0.30247762 8e+06 1.710069e+04
## 764   0.16312157  1.09  1.09   0.2 0.125   4.97348575 8e+06 2.705349e+04
## 765   0.22343312  1.09  1.09   0.2 0.125   0.54300145 8e+06 2.657149e+02
## 766   0.52045618  1.09  1.09   0.2 0.125   1.87065255 8e+06 3.470843e+02
## 767   0.39828824  1.09  1.09   0.2 0.125   0.76708473 8e+06 7.569912e+03
## 768   0.12652089  1.09  1.09   0.2 0.125   6.89798112 8e+06 1.063220e+04
## 769   0.08727302  1.09  1.09   0.2 0.125   0.79004388 8e+06 7.137724e+02
## 770   0.10878756  1.09  1.09   0.2 0.125  14.19907224 8e+06 8.755991e+02
## 771   0.16811018  1.09  1.09   0.2 0.125   0.25093604 8e+06 8.498918e+03
## 772   0.66467303  1.09  1.09   0.2 0.125   1.41929772 8e+06 1.167125e+04
## 773   0.14614727  1.09  1.09   0.2 0.125   0.31568125 8e+06 1.625277e+04
## 774   0.19652894  1.09  1.09   0.2 0.125   4.60571252 8e+06 1.899563e+04
## 775   0.19465732  1.09  1.09   0.2 0.125   0.77317689 8e+06 1.479308e+04
## 776   0.16460649  1.09  1.09   0.2 0.125   3.44999903 8e+06 2.163995e+04
## 777   0.10630552  1.09  1.09   0.2 0.125   0.50758539 8e+06 1.838654e+04
## 778   0.25772043  1.09  1.09   0.2 0.125   6.98321857 8e+06 1.032118e+04
## 779   0.15973757  1.09  1.09   0.2 0.125   0.80333379 8e+06 3.765393e+03
## 780   0.11688458  1.09  1.09   0.2 0.125   7.60001660 8e+06 5.333480e+03
## 781   0.06335005  1.09  1.09   0.2 0.125   0.64565953 8e+06 2.212524e+03
## 782   0.52841496  1.09  1.09   0.2 0.125   5.60273546 8e+06 2.136890e+03
## 783   0.32882959  1.09  1.09   0.2 0.125   0.87085161 8e+06 3.628024e+03
## 784   0.13030729  1.09  1.09   0.2 0.125  20.51210311 8e+06 5.132139e+03
## 785   0.16498715  1.09  1.09   0.2 0.125   0.87160396 8e+06 7.208888e+03
## 786   0.14966199  1.09  1.09   0.2 0.125   7.17708147 8e+06 1.182421e+04
## 787   0.20495249  1.09  1.09   0.2 0.125   0.32416616 8e+06 1.563471e+04
## 788   0.26999549  1.09  1.09   0.2 0.125   6.19838027 8e+06 1.752181e+04
## 789   0.21451796  1.09  1.09   0.2 0.125   0.29308624 8e+06 1.230864e+04
## 790   0.18251972  1.09  1.09   0.2 0.125  27.45077823 8e+06 1.681340e+04
## 791   0.10278783  1.09  1.09   0.2 0.125   0.49290082 8e+06 9.219004e+03
## 792   0.13401500  1.09  1.09   0.2 0.125  13.83989204 8e+06 1.613627e+04
## 793   0.25968498  1.09  1.09   0.2 0.125   0.58100709 8e+06 2.678515e+03
## 794   0.12193282  1.09  1.09   0.2 0.125   7.37992180 8e+06 3.588992e+03
## 795   0.06395171  1.09  1.09   0.2 0.125   0.78749733 8e+06 5.988621e+03
## 796   0.12017237  1.09  1.09   0.2 0.125   5.39946836 8e+06 9.531014e+03
## 797   0.15719123  1.09  1.09   0.2 0.125   0.85817647 8e+06 1.803927e+04
## 798   0.57243763  1.09  1.09   0.2 0.125   8.59414250 8e+06 2.456204e+04
## 799   0.21701468  1.09  1.09   0.2 0.125   0.99693585 8e+06 1.629034e+04
## 800   0.18917170  1.09  1.09   0.2 0.125   8.64803676 8e+06 1.836968e+04
## 801   0.38667082  1.09  1.09   0.2 0.125   0.64889518 8e+06 1.026256e+04
## 802   0.59757214  1.09  1.09   0.2 0.125   1.56998072 8e+06 2.216699e+04
## 803   0.07227817  1.09  1.09   0.2 0.125   0.60744192 8e+06 1.097036e+04
## 804   0.67639710  1.09  1.09   0.2 0.125   1.46279016 8e+06 1.501137e+04
## 805   0.39369090  1.09  1.09   0.2 0.125   0.55098539 8e+06 6.478033e+03
## 806   0.13626971  1.09  1.09   0.2 0.125   8.16297194 8e+06 9.743441e+03
## 807   0.34436243  1.09  1.09   0.2 0.125   0.64973319 8e+06 1.273205e+04
## 808   0.22631122  1.09  1.09   0.2 0.125   6.12706414 8e+06 9.849030e+03
## 809   0.13701227  1.09  1.09   0.2 0.125   0.38255552 8e+06 1.380810e+04
## 810   0.39057282  1.09  1.09   0.2 0.125   1.64072108 8e+06 1.630412e+04
## 811   0.32283077  1.09  1.09   0.2 0.125   0.42548920 8e+06 1.959194e+04
## 812   0.16516322  1.09  1.09   0.2 0.125   5.08687903 8e+06 2.907699e+04
## 813   0.26390345  1.09  1.09   0.2 0.125   0.42720455 8e+06 1.955924e+04
## 814   0.15425443  1.09  1.09   0.2 0.125   5.01494586 8e+06 3.967870e+04
## 815   0.12817948  1.09  1.09   0.2 0.125   0.71663781 8e+06 1.696276e+04
## 816   0.18604068  1.09  1.09   0.2 0.125  16.24032404 8e+06 2.627676e+04
## 817   0.14191139  1.09  1.09   0.2 0.125   0.28193966 8e+06 1.713805e+04
## 818   0.21960432  1.09  1.09   0.2 0.125   9.16533278 8e+06 1.587633e+04
## 819   0.18746340  1.09  1.09   0.2 0.125   0.93441660 8e+06 1.966678e+03
## 820   0.11183855  1.09  1.09   0.2 0.125  21.29574573 8e+06 2.320990e+03
## 821   0.34184677  1.09  1.09   0.2 0.125   0.73452106 8e+06 1.587075e+04
## 822   0.19256695  1.09  1.09   0.2 0.125   8.05880072 8e+06 1.917788e+04
## 823   0.12594020  1.09  1.09   0.2 0.125   0.58118528 8e+06 1.857417e+03
## 824   0.11607830  1.09  1.09   0.2 0.125   3.92644321 8e+06 2.270462e+03
## 825   0.34792719  1.09  1.09   0.2 0.125   0.52128375 8e+06 6.276941e+03
## 826   0.14071814  1.09  1.09   0.2 0.125   5.30046792 8e+06 1.141666e+04
## 827   0.23502292  1.09  1.09   0.2 0.125   0.66389127 8e+06 1.806236e+04
## 828   0.15012033  1.09  1.09   0.2 0.125  12.63240957 8e+06 2.820631e+04
## 829   0.39271331  1.09  1.09   0.2 0.125   0.80985454 8e+06 1.821723e+02
## 830   0.09984637  1.09  1.09   0.2 0.125   8.72921793 8e+06 2.161156e+02
## 831   0.39100455  1.09  1.09   0.2 0.125   0.57259314 8e+06 6.870315e+03
## 832   0.21997398  1.09  1.09   0.2 0.125   5.80664926 8e+06 9.080175e+03
## 833   0.11051281  1.09  1.09   0.2 0.125   0.27575094 8e+06 2.846732e+03
## 834   0.11354870  1.09  1.09   0.2 0.125   2.82429428 8e+06 3.413291e+03
## 835   0.37709296  1.09  1.09   0.2 0.125   0.55843392 8e+06 1.143646e+04
## 836   0.20951889  1.09  1.09   0.2 0.125  27.50093135 8e+06 1.030482e+04
## 837   0.25868815  1.09  1.09   0.2 0.125   0.37470170 8e+06 1.042734e+04
## 838   0.56527153  1.09  1.09   0.2 0.125   1.95894135 8e+06 1.748577e+04
## 839   0.28627684  1.09  1.09   0.2 0.125   0.36605582 8e+06 1.844825e+04
## 840   0.15813133  1.09  1.09   0.2 0.125   4.42385378 8e+06 3.765522e+04
## 841   0.14933490  1.09  1.09   0.2 0.125   0.53826711 8e+06 9.558575e+03
## 842   0.57948160  1.09  1.09   0.2 0.125   2.37484942 8e+06 1.709768e+04
## 843   0.24350199  1.09  1.09   0.2 0.125   0.82849802 8e+06 5.861294e+03
## 844   0.13251185  1.09  1.09   0.2 0.125   4.62608668 8e+06 1.087589e+04
## 845   0.05440513  1.09  1.09   0.2 0.125   0.25902022 8e+06 9.062074e+03
## 846   0.14288391  1.09  1.09   0.2 0.125   6.56565438 8e+06 1.363410e+04
## 847   0.38786798  1.09  1.09   0.2 0.125   0.85204467 8e+06 1.151570e+04
## 848   0.15009333  1.09  1.09   0.2 0.125   5.98324891 8e+06 2.505277e+04
## 849   0.14332555  1.09  1.09   0.2 0.125   0.68143944 8e+06 1.680894e+04
## 850   0.70429821  1.09  1.09   0.2 0.125   1.24206617 8e+06 2.785919e+04
## 851   0.33544807  1.09  1.09   0.2 0.125   0.63339006 8e+06 1.097768e+04
## 852   0.75123205  1.09  1.09   0.2 0.125   6.95447950 8e+06 2.245260e+04
## 853   0.32350655  1.09  1.09   0.2 0.125   0.75558854 8e+06 4.899254e+03
## 854   0.12370718  1.09  1.09   0.2 0.125   5.34121118 8e+06 8.200277e+03
## 855   0.16842607  1.09  1.09   0.2 0.125   0.71535927 8e+06 1.199304e+03
## 856   0.11107365  1.09  1.09   0.2 0.125   4.73908462 8e+06 1.406041e+03
## 857   0.19822667  1.09  1.09   0.2 0.125   0.24851716 8e+06 1.677327e+04
## 858   0.59152324  1.09  1.09   0.2 0.125  10.86706217 8e+06 3.122812e+04
## 859   0.05011509  1.09  1.09   0.2 0.125   0.76679777 8e+06 2.421106e+02
## 860   0.10212316  1.09  1.09   0.2 0.125  23.17994837 8e+06 3.158527e+02
## 861   0.35268602  1.09  1.09   0.2 0.125   0.58755224 8e+06 1.014231e+04
## 862   0.16023633  1.09  1.09   0.2 0.125   5.37339924 8e+06 1.623587e+04
## 863   0.19783267  1.09  1.09   0.2 0.125   0.35835577 8e+06 1.931117e+03
## 864   0.12530676  1.09  1.09   0.2 0.125   8.05508376 8e+06 3.606484e+03
## 865   0.20464882  1.09  1.09   0.2 0.125   0.74315672 8e+06 7.885895e+03
## 866   0.13667492  1.09  1.09   0.2 0.125  13.12424314 8e+06 1.313514e+04
## 867   0.21906462  1.09  1.09   0.2 0.125   0.98206289 8e+06 8.342070e+03
## 868   0.12827929  1.09  1.09   0.2 0.125  11.53702734 8e+06 1.232539e+04
## 869   0.17112369  1.09  1.09   0.2 0.125   0.36845112 8e+06 1.125383e+04
## 870   0.14689033  1.09  1.09   0.2 0.125   3.80166258 8e+06 1.808806e+04
## 871   0.07198840  1.09  1.09   0.2 0.125   0.49996301 8e+06 1.487951e+04
## 872   0.16631257  1.09  1.09   0.2 0.125   4.53462384 8e+06 2.016558e+04
## 873   0.25371268  1.09  1.09   0.2 0.125   0.60922584 8e+06 1.845859e+04
## 874   0.25936714  1.09  1.09   0.2 0.125   5.11871105 8e+06 1.090264e+04
## 875   0.15761427  1.09  1.09   0.2 0.125   0.32779278 8e+06 1.377614e+04
## 876   0.14678474  1.09  1.09   0.2 0.125   5.87500105 8e+06 1.857667e+04
## 877   0.10588626  1.09  1.09   0.2 0.125   0.99766313 8e+06 9.107727e+03
## 878   0.14279647  1.09  1.09   0.2 0.125  20.21683479 8e+06 1.837573e+04
## 879   0.05834482  1.09  1.09   0.2 0.125   0.65714737 8e+06 1.611031e+04
## 880   0.62611893  1.09  1.09   0.2 0.125   1.20572997 8e+06 3.152926e+04
## 881   0.15882191  1.09  1.09   0.2 0.125   0.73299427 8e+06 1.832401e+04
## 882   0.22438412  1.09  1.09   0.2 0.125   4.23340299 8e+06 2.313615e+04
## 883   0.34884906  1.09  1.09   0.2 0.125   0.66963222 8e+06 1.743752e+04
## 884   0.59650004  1.09  1.09   0.2 0.125   1.94830226 8e+06 2.520930e+04
## 885   0.23557065  1.09  1.09   0.2 0.125   0.56598359 8e+06 1.893908e+02
## 886   0.10976441  1.09  1.09   0.2 0.125  17.35834165 8e+06 2.285677e+02
## 887   0.11395659  1.09  1.09   0.2 0.125   0.29039904 8e+06 6.235882e+03
## 888   0.56346183  1.09  1.09   0.2 0.125   3.32965520 8e+06 8.737944e+03
## 889   0.34729993  1.09  1.09   0.2 0.125   0.66005477 8e+06 1.436301e+04
## 890   0.15258510  1.09  1.09   0.2 0.125   6.33236717 8e+06 2.278786e+04
## 891   0.14507116  1.09  1.09   0.2 0.125   0.75757509 8e+06 4.398526e+03
## 892   0.13189749  1.09  1.09   0.2 0.125  12.44662552 8e+06 8.019734e+03
## 893   0.20239606  1.09  1.09   0.2 0.125   0.29347304 8e+06 1.228546e+04
## 894   0.15472027  1.09  1.09   0.2 0.125   7.77006099 8e+06 1.690748e+04
## 895   0.14849903  1.09  1.09   0.2 0.125   0.95387297 8e+06 3.060365e+03
## 896   0.12451720  1.09  1.09   0.2 0.125  40.22792641 8e+06 5.841662e+03
## 897   0.13104658  1.09  1.09   0.2 0.125   0.57652198 8e+06 1.992125e+04
## 898   0.14946723  1.09  1.09   0.2 0.125   4.78172065 8e+06 2.841067e+04
## 899   0.39466031  1.09  1.09   0.2 0.125   0.63676921 8e+06 1.450896e+04
## 900   0.15552373  1.09  1.09   0.2 0.125  12.37154741 8e+06 2.221906e+04
## 901   0.28191578  1.09  1.09   0.2 0.125   0.61487482 8e+06 1.618660e+04
## 902   0.15521183  1.09  1.09   0.2 0.125   5.90458276 8e+06 2.526525e+04
## 903   0.38651269  1.09  1.09   0.2 0.125   0.45119278 8e+06 1.813452e+04
## 904   0.17574062  1.09  1.09   0.2 0.125   5.61001197 8e+06 2.774199e+04
## 905   0.13153204  1.09  1.09   0.2 0.125   0.60094582 8e+06 1.304967e+04
## 906   0.16626051  1.09  1.09   0.2 0.125   4.45443841 8e+06 2.385868e+04
## 907   0.26897952  1.09  1.09   0.2 0.125   0.87134619 8e+06 5.382853e+03
## 908   0.12299780  1.09  1.09   0.2 0.125   9.87910015 8e+06 8.787841e+03
## 909   0.38343030  1.09  1.09   0.2 0.125   0.80940125 8e+06 1.338910e+04
## 910   0.14956300  1.09  1.09   0.2 0.125   8.54797546 8e+06 1.908367e+04
## 911   0.28265404  1.09  1.09   0.2 0.125   0.95482107 8e+06 7.721932e+03
## 912   0.15547711  1.09  1.09   0.2 0.125  25.42071893 8e+06 1.316565e+04
## 913   0.29049148  1.09  1.09   0.2 0.125   0.75881319 8e+06 1.740875e+04
## 914   0.14398841  1.09  1.09   0.2 0.125   4.00879883 8e+06 2.794053e+04
## 915   0.19756444  1.09  1.09   0.2 0.125   0.90276722 8e+06 8.581967e+03
## 916   0.66048850  1.09  1.09   0.2 0.125   4.91339071 8e+06 1.030608e+04
## 917   0.14151889  1.09  1.09   0.2 0.125   0.31819723 8e+06 1.355293e+02
## 918   0.10699020  1.09  1.09   0.2 0.125   6.30679180 8e+06 1.684140e+02
## 919   0.34565754  1.09  1.09   0.2 0.125   0.47309126 8e+06 4.951810e+03
## 920   0.11562469  1.09  1.09   0.2 0.125   8.73656618 8e+06 5.878635e+03
## 921   0.32187182  1.09  1.09   0.2 0.125   0.70812104 8e+06 1.778622e+04
## 922   0.17957368  1.09  1.09   0.2 0.125   9.13060302 8e+06 3.133161e+04
## 923   0.21022176  1.09  1.09   0.2 0.125   0.56421236 8e+06 1.722821e+04
## 924   0.17846615  1.09  1.09   0.2 0.125  12.76039923 8e+06 2.335903e+04
## 925   0.23368877  1.09  1.09   0.2 0.125   0.36722722 8e+06 5.846405e+03
## 926   0.04158454  1.09  1.09   0.2 0.125   2.91248752 8e+06 5.944261e+03
## 927   0.22519977  1.09  1.09   0.2 0.125   0.39765957 8e+06 1.546718e+04
## 928   0.59739536  1.09  1.09   0.2 0.125   5.78441497 8e+06 2.563222e+04
## 929   0.12686943  1.09  1.09   0.2 0.125   0.70775220 8e+06 4.198155e+02
## 930   0.51541983  1.09  1.09   0.2 0.125   4.83867792 8e+06 3.501559e+02
## 931   0.17470372  1.09  1.09   0.2 0.125   0.71866103 8e+06 1.009022e+03
## 932   0.09853619  1.09  1.09   0.2 0.125   6.27822169 8e+06 1.381090e+03
## 933   0.14274047  1.09  1.09   0.2 0.125   0.35199321 8e+06 7.431857e+03
## 934   0.69179241  1.09  1.09   0.2 0.125   2.47805880 8e+06 1.310244e+04
## 935   0.06218288  1.09  1.09   0.2 0.125   0.92079960 8e+06 1.509769e+03
## 936   0.51516738  1.09  1.09   0.2 0.125   3.28894957 8e+06 1.585545e+03
## 937   0.08049457  1.09  1.09   0.2 0.125   0.76015827 8e+06 1.999646e+04
## 938   0.15551589  1.09  1.09   0.2 0.125   6.17771659 8e+06 2.901600e+04
## 939   0.34684224  1.09  1.09   0.2 0.125   0.88640755 8e+06 8.197021e+02
## 940   0.50543298  1.09  1.09   0.2 0.125   2.02519683 8e+06 9.315702e+02
## 941   0.23851739  1.09  1.09   0.2 0.125   0.40021895 8e+06 1.433990e+04
## 942   0.07270571  1.09  1.09   0.2 0.125  11.32986808 8e+06 1.387565e+04
## 943   0.31670828  1.09  1.09   0.2 0.125   0.92906749 8e+06 9.086873e+03
## 944   0.54878683  1.09  1.09   0.2 0.125   3.52396606 8e+06 1.166408e+04
## 945   0.13249008  1.09  1.09   0.2 0.125   0.52521246 8e+06 1.767412e+04
## 946   0.18578193  1.09  1.09   0.2 0.125  21.91580163 8e+06 1.765422e+04
## 947   0.11064685  1.09  1.09   0.2 0.125   0.31870835 8e+06 1.839122e+04
## 948   0.15463114  1.09  1.09   0.2 0.125   3.89595019 8e+06 3.310346e+04
## 949   0.27936558  1.09  1.09   0.2 0.125   0.59747313 8e+06 1.383210e+04
## 950   0.17023702  1.09  1.09   0.2 0.125  19.10959751 8e+06 2.533572e+04
## 951   0.39424537  1.09  1.09   0.2 0.125   0.25455644 8e+06 1.464718e+04
## 952   0.20307017  1.09  1.09   0.2 0.125   3.82418937 8e+06 1.519607e+04
## 953   0.09715948  1.09  1.09   0.2 0.125   0.23350640 8e+06 1.110211e+04
## 954   0.76330596  1.09  1.09   0.2 0.125   1.96896382 8e+06 1.799205e+04
## 955   0.25164887  1.09  1.09   0.2 0.125   0.26823151 8e+06 9.920681e+03
## 956   0.68372283  1.09  1.09   0.2 0.125   1.58319895 8e+06 1.689366e+04
## 957   0.28159825  1.09  1.09   0.2 0.125   0.23833914 8e+06 1.288974e+04
## 958   0.55547253  1.09  1.09   0.2 0.125   3.44703197 8e+06 1.626314e+04
## 959   0.22450558  1.09  1.09   0.2 0.125   0.77044832 8e+06 8.780991e+03
## 960   0.15017104  1.09  1.09   0.2 0.125   2.79342740 8e+06 1.566760e+04
## 961   0.06940089  1.09  1.09   0.2 0.125   0.66282442 8e+06 2.815566e+03
## 962   0.10734495  1.09  1.09   0.2 0.125   8.04591569 8e+06 3.934486e+03
## 963   0.25373672  1.09  1.09   0.2 0.125   0.69948588 8e+06 1.002796e+03
## 964   0.12717665  1.09  1.09   0.2 0.125   3.91853750 8e+06 1.590593e+03
## 965   0.35865442  1.09  1.09   0.2 0.125   0.86269539 8e+06 5.322680e+03
## 966   0.12001711  1.09  1.09   0.2 0.125   4.56936603 8e+06 8.303674e+03
## 967   0.26264400  1.09  1.09   0.2 0.125   0.24270323 8e+06 1.671362e+03
## 968   0.50869248  1.09  1.09   0.2 0.125   3.84586886 8e+06 1.771158e+03
## 969   0.35816547  1.09  1.09   0.2 0.125   0.46528729 8e+06 1.072475e+04
## 970   0.14730910  1.09  1.09   0.2 0.125   9.02498040 8e+06 1.985447e+04
## 971   0.29243644  1.09  1.09   0.2 0.125   0.22182659 8e+06 1.736325e+04
## 972   0.13961664  1.09  1.09   0.2 0.125   3.50430371 8e+06 2.338422e+04
## 973   0.07753686  1.09  1.09   0.2 0.125   0.63155156 8e+06 6.230994e+03
## 974   0.14052052  1.09  1.09   0.2 0.125   5.06406640 8e+06 1.046749e+04
## 975   0.24241082  1.09  1.09   0.2 0.125   0.37856729 8e+06 1.864833e+04
## 976   0.14782695  1.09  1.09   0.2 0.125   6.92433832 8e+06 3.103161e+04
## 977   0.39577705  1.09  1.09   0.2 0.125   0.99866569 8e+06 1.064663e+03
## 978   0.54364583  1.09  1.09   0.2 0.125   4.65287894 8e+06 1.004795e+03
## 979   0.22366105  1.09  1.09   0.2 0.125   0.27449552 8e+06 1.757620e+04
## 980   0.18458654  1.09  1.09   0.2 0.125  14.09080979 8e+06 2.599823e+04
## 981   0.10116825  1.09  1.09   0.2 0.125   0.81714766 8e+06 1.674608e+04
## 982   0.13156373  1.09  1.09   0.2 0.125   2.48090733 8e+06 1.650016e+04
## 983   0.29227726  1.09  1.09   0.2 0.125   0.71287956 8e+06 1.474743e+04
## 984   0.19941556  1.09  1.09   0.2 0.125  31.12367888 8e+06 2.178801e+04
## 985   0.38053460  1.09  1.09   0.2 0.125   0.84371508 8e+06 2.274752e+03
## 986   0.12423925  1.09  1.09   0.2 0.125   8.27161141 8e+06 4.268899e+03
## 987   0.21019955  1.09  1.09   0.2 0.125   0.75699809 8e+06 2.444145e+03
## 988   0.61556349  1.09  1.09   0.2 0.125   1.63778896 8e+06 2.799115e+03
## 989   0.35558111  1.09  1.09   0.2 0.125   0.73204982 8e+06 1.005538e+04
## 990   0.15851569  1.09  1.09   0.2 0.125  21.13823607 8e+06 1.721180e+04
## 991   0.16074072  1.09  1.09   0.2 0.125   0.23816215 8e+06 1.625965e+04
## 992   0.23809584  1.09  1.09   0.2 0.125   5.62940213 8e+06 1.117006e+04
## 993   0.07887518  1.09  1.09   0.2 0.125   0.38767929 8e+06 3.154664e+03
## 994   0.61978747  1.09  1.09   0.2 0.125   7.86216909 8e+06 4.783661e+03
## 995   0.09209850  1.09  1.09   0.2 0.125   0.50808851 8e+06 1.073779e+04
## 996   0.58177537  1.09  1.09   0.2 0.125   4.22266543 8e+06 1.964995e+04
## 997   0.39791254  1.09  1.09   0.2 0.125   0.35089061 8e+06 2.620380e+03
## 998   0.51299897  1.09  1.09   0.2 0.125   3.80371516 8e+06 2.695231e+03
## 999   0.32516806  1.09  1.09   0.2 0.125   0.96199886 8e+06 4.613678e+03
## 1000  0.55409824  1.09  1.09   0.2 0.125   2.08730667 8e+06 6.311503e+03
## 1001  0.20817291  1.09  1.09   0.2 0.125   0.59853987 8e+06 6.556103e+03
## 1002  0.57483802  1.09  1.09   0.2 0.125   2.72861979 8e+06 1.418591e+04
## 1003  0.26828226  1.09  1.09   0.2 0.125   0.54468555 8e+06 9.335875e+03
## 1004  0.08615907  1.09  1.09   0.2 0.125  13.42187671 8e+06 1.037135e+04
## 1005  0.30920532  1.09  1.09   0.2 0.125   0.54021871 8e+06 1.736546e+04
## 1006  0.15787720  1.09  1.09   0.2 0.125  31.31967268 8e+06 3.035610e+04
## 1007  0.11987752  1.09  1.09   0.2 0.125   0.30046813 8e+06 1.565444e+04
## 1008  0.21049605  1.09  1.09   0.2 0.125   5.39727841 8e+06 1.248394e+04
## 1009  0.18284238  1.09  1.09   0.2 0.125   0.81522666 8e+06 6.298018e+03
## 1010  0.16154060  1.09  1.09   0.2 0.125   4.76094740 8e+06 8.598554e+03
## 1011  0.20990858  1.09  1.09   0.2 0.125   0.72478372 8e+06 1.810893e+03
## 1012  0.11012203  1.09  1.09   0.2 0.125   4.56633010 8e+06 2.883858e+03
## 1013  0.16590291  1.09  1.09   0.2 0.125   0.86964529 8e+06 1.856194e+04
## 1014  0.15670054  1.09  1.09   0.2 0.125   5.92985492 8e+06 2.497970e+04
## 1015  0.33392570  1.09  1.09   0.2 0.125   0.28943112 8e+06 6.106491e+03
## 1016  0.54832180  1.09  1.09   0.2 0.125   2.00571376 8e+06 7.907330e+03
## 1017  0.08074521  1.09  1.09   0.2 0.125   0.29181478 8e+06 4.328659e+03
## 1018  0.54571505  1.09  1.09   0.2 0.125   3.25807857 8e+06 6.373980e+03
## 1019  0.17284613  1.09  1.09   0.2 0.125   0.62034521 8e+06 7.964031e+03
## 1020  0.58732370  1.09  1.09   0.2 0.125   2.90098303 8e+06 1.470231e+04
## 1021  0.27026268  1.09  1.09   0.2 0.125   0.27278303 8e+06 1.170652e+03
## 1022  0.14306728  1.09  1.09   0.2 0.125   7.83246132 8e+06 2.015487e+03
## 1023  0.15479469  1.09  1.09   0.2 0.125   0.53562145 8e+06 5.693706e+03
## 1024  0.63315576  1.09  1.09   0.2 0.125   4.45780541 8e+06 8.627111e+03
## 1025  0.25608323  1.09  1.09   0.2 0.125   0.80273000 8e+06 1.345960e+04
## 1026  0.20039279  1.09  1.09   0.2 0.125  20.43578163 8e+06 1.094188e+04
## 1027  0.36752924  1.09  1.09   0.2 0.125   0.62775190 8e+06 8.254948e+03
## 1028  0.57168375  1.09  1.09   0.2 0.125   4.31427308 8e+06 1.872043e+04
## 1029  0.05778478  1.09  1.09   0.2 0.125   0.28239526 8e+06 1.038655e+04
## 1030  0.56279791  1.09  1.09   0.2 0.125   1.80262383 8e+06 1.583533e+04
## 1031  0.28424685  1.09  1.09   0.2 0.125   0.76859958 8e+06 8.226078e+03
## 1032  0.15783027  1.09  1.09   0.2 0.125   3.82393878 8e+06 1.396613e+04
## 1033  0.23956145  1.09  1.09   0.2 0.125   0.86543682 8e+06 7.957108e+03
## 1034  0.55424712  1.09  1.09   0.2 0.125   4.82635701 8e+06 1.204120e+04
## 1035  0.12756984  1.09  1.09   0.2 0.125   0.94508851 8e+06 1.889538e+04
## 1036  0.58036912  1.09  1.09   0.2 0.125   2.11549765 8e+06 3.238995e+04
## 1037  0.05905092  1.09  1.09   0.2 0.125   0.32267702 8e+06 1.175411e+04
## 1038  0.20087841  1.09  1.09   0.2 0.125  12.77766717 8e+06 1.171733e+04
## 1039  0.39794430  1.09  1.09   0.2 0.125   0.30881686 8e+06 2.164197e+03
## 1040  0.11071448  1.09  1.09   0.2 0.125   3.13933443 8e+06 2.870595e+03
## 1041  0.09338542  1.09  1.09   0.2 0.125   0.73609225 8e+06 3.485064e+03
## 1042  0.62301662  1.09  1.09   0.2 0.125   6.50927387 8e+06 4.928631e+03
## 1043  0.36086497  1.09  1.09   0.2 0.125   0.82895195 8e+06 9.951473e+03
## 1044  0.13748587  1.09  1.09   0.2 0.125   7.75798993 8e+06 1.754752e+04
## 1045  0.17439086  1.09  1.09   0.2 0.125   0.80427295 8e+06 3.377820e+03
## 1046  0.54381948  1.09  1.09   0.2 0.125   1.33524685 8e+06 3.933966e+03
## 1047  0.26113706  1.09  1.09   0.2 0.125   0.66918884 8e+06 9.785628e+03
## 1048  0.15623494  1.09  1.09   0.2 0.125   5.29903264 8e+06 1.346142e+04
## 1049  0.11899345  1.09  1.09   0.2 0.125   0.87026637 8e+06 1.801013e+04
## 1050  0.14958508  1.09  1.09   0.2 0.125   5.62018368 8e+06 3.299193e+04
## 1051  0.37529505  1.09  1.09   0.2 0.125   0.64919499 8e+06 5.087107e+03
## 1052  0.13063126  1.09  1.09   0.2 0.125   5.69290191 8e+06 7.892309e+03
## 1053  0.23015974  1.09  1.09   0.2 0.125   0.34553527 8e+06 1.798529e+04
## 1054  0.22082497  1.09  1.09   0.2 0.125   6.16972770 8e+06 2.255479e+04
## 1055  0.06267375  1.09  1.09   0.2 0.125   0.79612067 8e+06 1.261325e+04
## 1056  0.56039186  1.09  1.09   0.2 0.125   2.09742206 8e+06 1.358469e+04
## 1057  0.10441169  1.09  1.09   0.2 0.125   0.85799930 8e+06 3.800524e+03
## 1058  0.64909630  1.09  1.09   0.2 0.125   2.13566150 8e+06 5.110129e+03
## 1059  0.19980423  1.09  1.09   0.2 0.125   0.95134143 8e+06 9.427029e+03
## 1060  0.14709348  1.09  1.09   0.2 0.125   9.85802929 8e+06 1.706827e+04
## 1061  0.23401326  1.09  1.09   0.2 0.125   0.36628243 8e+06 1.461540e+04
## 1062  0.20155267  1.09  1.09   0.2 0.125   8.25899953 8e+06 2.330610e+04
## 1063  0.11308569  1.09  1.09   0.2 0.125   0.28391749 8e+06 8.858267e+03
## 1064  0.14275509  1.09  1.09   0.2 0.125   8.92312162 8e+06 1.613397e+04
## 1065  0.17941953  1.09  1.09   0.2 0.125   0.25392944 8e+06 7.528037e+03
## 1066  0.13686191  1.09  1.09   0.2 0.125   6.43822905 8e+06 1.409365e+04
## 1067  0.22133132  1.09  1.09   0.2 0.125   0.33766511 8e+06 1.165890e+04
## 1068  0.17599464  1.09  1.09   0.2 0.125   8.28645228 8e+06 1.692600e+04
## 1069  0.05128913  1.09  1.09   0.2 0.125   0.60102093 8e+06 1.734456e+03
## 1070  0.07824418  1.09  1.09   0.2 0.125   1.34693663 8e+06 1.507419e+03
## 1071  0.37755603  1.09  1.09   0.2 0.125   0.68907964 8e+06 1.968459e+03
## 1072  0.12141188  1.09  1.09   0.2 0.125   5.93798506 8e+06 3.146739e+03
## 1073  0.06443357  1.09  1.09   0.2 0.125   0.39472405 8e+06 9.529555e+03
## 1074  0.12444348  1.09  1.09   0.2 0.125  16.48820055 8e+06 1.469513e+04
## 1075  0.29170231  1.09  1.09   0.2 0.125   0.77957170 8e+06 3.766169e+03
## 1076  0.24183399  1.09  1.09   0.2 0.125   2.68521469 8e+06 6.597286e+03
## 1077  0.10684375  1.09  1.09   0.2 0.125   0.22748119 8e+06 1.532959e+04
## 1078  0.58369034  1.09  1.09   0.2 0.125   8.10661274 8e+06 2.542369e+04
## 1079  0.29329894  1.09  1.09   0.2 0.125   0.58651989 8e+06 2.537371e+03
## 1080  0.11238562  1.09  1.09   0.2 0.125   6.27341316 8e+06 3.519891e+03
## 1081  0.22463861  1.09  1.09   0.2 0.125   0.39397167 8e+06 1.423292e+04
## 1082  0.14765408  1.09  1.09   0.2 0.125  12.48212363 8e+06 2.199366e+04
## 1083  0.07612310  1.09  1.09   0.2 0.125   0.66652096 8e+06 6.860235e+03
## 1084  0.14339441  1.09  1.09   0.2 0.125  14.51614030 8e+06 1.320124e+04
## 1085  0.38662659  1.09  1.09   0.2 0.125   0.78106935 8e+06 2.107564e+03
## 1086  0.51259206  1.09  1.09   0.2 0.125   1.83669991 8e+06 2.315092e+03
## 1087  0.09411271  1.09  1.09   0.2 0.125   0.44515284 8e+06 1.150972e+04
## 1088  0.16717423  1.09  1.09   0.2 0.125   6.82775280 8e+06 1.492976e+04
## 1089  0.35423405  1.09  1.09   0.2 0.125   0.52674170 8e+06 1.939907e+04
## 1090  0.17472458  1.09  1.09   0.2 0.125   7.17654432 8e+06 3.527744e+04
## 1091  0.24150697  1.09  1.09   0.2 0.125   0.95866289 8e+06 1.380131e+04
## 1092  0.18082883  1.09  1.09   0.2 0.125   9.98240838 8e+06 1.963813e+04
## 1093  0.25631700  1.09  1.09   0.2 0.125   0.98477109 8e+06 5.154971e+03
## 1094  0.13142020  1.09  1.09   0.2 0.125   2.76326367 8e+06 9.329881e+03
## 1095  0.21162365  1.09  1.09   0.2 0.125   0.52734288 8e+06 1.362495e+04
## 1096  0.10833899  1.09  1.09   0.2 0.125  10.52468712 8e+06 1.023887e+04
## 1097  0.37786585  1.09  1.09   0.2 0.125   0.73007958 8e+06 8.122542e+03
## 1098  0.56200945  1.09  1.09   0.2 0.125   4.19635658 8e+06 1.358665e+04
## 1099  0.16672155  1.09  1.09   0.2 0.125   0.56246260 8e+06 1.776060e+04
## 1100  0.75473944  1.09  1.09   0.2 0.125   4.96885423 8e+06 2.794036e+04
## 1101  0.09347036  1.09  1.09   0.2 0.125   0.70638134 8e+06 1.561116e+04
## 1102  0.20555608  1.09  1.09   0.2 0.125   8.32115276 8e+06 1.852533e+04
## 1103  0.28562093  1.09  1.09   0.2 0.125   0.49478796 8e+06 5.281042e+00
## 1104  0.10136559  1.09  1.09   0.2 0.125   4.59215593 8e+06 6.244298e+00
## 1105  0.28391686  1.09  1.09   0.2 0.125   0.47288786 8e+06 1.377584e+04
## 1106  0.29998504  1.09  1.09   0.2 0.125   7.57449368 8e+06 8.967862e+03
## 1107  0.13318413  1.09  1.09   0.2 0.125   0.86512995 8e+06 3.817909e+03
## 1108  0.13744990  1.09  1.09   0.2 0.125  10.14536924 8e+06 6.227200e+03
## 1109  0.28835037  1.09  1.09   0.2 0.125   0.40885729 8e+06 1.859325e+02
## 1110  0.61504787  1.09  1.09   0.2 0.125   2.74683382 8e+06 2.253744e+02
## 1111  0.18239142  1.09  1.09   0.2 0.125   0.22062532 8e+06 1.323099e+04
## 1112  0.58746321  1.09  1.09   0.2 0.125   3.51051502 8e+06 2.218399e+04
## 1113  0.36581654  1.09  1.09   0.2 0.125   0.25833716 8e+06 1.195574e+04
## 1114  0.16343643  1.09  1.09   0.2 0.125   3.92443111 8e+06 2.002098e+04
## 1115  0.34060513  1.09  1.09   0.2 0.125   0.91266913 8e+06 2.973843e+03
## 1116  0.64368434  1.09  1.09   0.2 0.125   2.93538037 8e+06 3.677266e+03
## 1117  0.13136073  1.09  1.09   0.2 0.125   0.73709743 8e+06 1.441264e+04
## 1118  0.19548893  1.09  1.09   0.2 0.125   4.64817203 8e+06 1.575994e+04
## 1119  0.33275561  1.09  1.09   0.2 0.125   0.56900881 8e+06 1.592225e+04
## 1120  0.14875564  1.09  1.09   0.2 0.125   4.42393577 8e+06 2.231604e+04
## 1121  0.29403942  1.09  1.09   0.2 0.125   0.87130350 8e+06 1.753609e+04
## 1122  0.20036522  1.09  1.09   0.2 0.125   5.72328695 8e+06 2.801721e+04
## 1123  0.28671855  1.09  1.09   0.2 0.125   0.88708770 8e+06 2.888897e+02
## 1124  0.11225847  1.09  1.09   0.2 0.125   9.09956546 8e+06 4.031081e+02
## 1125  0.31709538  1.09  1.09   0.2 0.125   0.78479865 8e+06 7.274423e+03
## 1126  0.12763468  1.09  1.09   0.2 0.125   5.30599289 8e+06 1.182396e+04
## 1127  0.13809604  1.09  1.09   0.2 0.125   0.53244517 8e+06 1.455118e+03
## 1128  0.52968122  1.09  1.09   0.2 0.125   1.58535659 8e+06 1.458413e+03
## 1129  0.17078334  1.09  1.09   0.2 0.125   0.37319012 8e+06 8.933150e+03
## 1130  0.16229480  1.09  1.09   0.2 0.125   4.02924027 8e+06 1.547520e+04
## 1131  0.29892913  1.09  1.09   0.2 0.125   0.98176304 8e+06 1.977179e+04
## 1132  0.15239775  1.09  1.09   0.2 0.125   5.38432430 8e+06 2.909672e+04
## 1133  0.13535059  1.09  1.09   0.2 0.125   0.31386441 8e+06 8.220287e+03
## 1134  0.05657945  1.09  1.09   0.2 0.125   1.56032870 8e+06 7.697784e+03
## 1135  0.27980737  1.09  1.09   0.2 0.125   0.24741124 8e+06 1.418569e+04
## 1136  0.19181041  1.09  1.09   0.2 0.125   4.49493493 8e+06 2.656933e+04
## 1137  0.19960847  1.09  1.09   0.2 0.125   0.66066939 8e+06 7.314445e+02
## 1138  0.12665656  1.09  1.09   0.2 0.125   2.83497324 8e+06 9.319696e+02
## 1139  0.35984273  1.09  1.09   0.2 0.125   0.24219140 8e+06 7.692365e+02
## 1140  0.11655795  1.09  1.09   0.2 0.125  49.64278646 8e+06 1.025322e+03
## 1141  0.30342506  1.09  1.09   0.2 0.125   0.27580907 8e+06 1.824845e+04
## 1142  0.18358514  1.09  1.09   0.2 0.125   3.95118840 8e+06 2.925760e+04
## 1143  0.11853849  1.09  1.09   0.2 0.125   0.34494369 8e+06 8.290504e+03
## 1144  0.61096195  1.09  1.09   0.2 0.125   2.45282373 8e+06 1.473530e+04
## 1145  0.29703649  1.09  1.09   0.2 0.125   0.69513899 8e+06 3.318146e+02
## 1146  0.50756898  1.09  1.09   0.2 0.125   2.02301322 8e+06 3.136937e+02
## 1147  0.29952753  1.09  1.09   0.2 0.125   0.32660090 8e+06 1.232307e+04
## 1148  0.27290022  1.09  1.09   0.2 0.125   4.67847456 8e+06 9.597739e+03
## 1149  0.07926357  1.09  1.09   0.2 0.125   0.43531462 8e+06 2.507554e+03
## 1150  0.51765801  1.09  1.09   0.2 0.125   1.69213612 8e+06 3.927873e+03
## 1151  0.38927971  1.09  1.09   0.2 0.125   0.90259562 8e+06 1.685310e+04
## 1152  0.14677277  1.09  1.09   0.2 0.125   4.33457124 8e+06 2.902713e+04
## 1153  0.35752685  1.09  1.09   0.2 0.125   0.29490693 8e+06 3.312956e+03
## 1154  0.13370486  1.09  1.09   0.2 0.125  20.96858757 8e+06 5.257489e+03
## 1155  0.39590753  1.09  1.09   0.2 0.125   0.60983242 8e+06 4.152898e+03
## 1156  0.12929199  1.09  1.09   0.2 0.125   4.45876150 8e+06 8.082070e+03
## 1157  0.10767492  1.09  1.09   0.2 0.125   0.24318052 8e+06 5.257357e+03
## 1158  0.05633792  1.09  1.09   0.2 0.125   5.53055654 8e+06 6.043771e+03
## 1159  0.09314933  1.09  1.09   0.2 0.125   0.66594063 8e+06 1.134644e+04
## 1160  0.61386015  1.09  1.09   0.2 0.125   1.30223383 8e+06 2.105509e+04
## 1161  0.35280544  1.09  1.09   0.2 0.125   0.26754877 8e+06 7.523121e+03
## 1162  0.20479801  1.09  1.09   0.2 0.125   9.90180808 8e+06 9.651939e+03
## 1163  0.37023453  1.09  1.09   0.2 0.125   0.33800149 8e+06 1.416825e+04
## 1164  0.16006811  1.09  1.09   0.2 0.125   7.47788026 8e+06 2.137317e+04
## 1165  0.13870989  1.09  1.09   0.2 0.125   0.34569783 8e+06 1.798103e+04
## 1166  0.15507030  1.09  1.09   0.2 0.125   6.79737010 8e+06 3.718142e+04
## 1167  0.24206566  1.09  1.09   0.2 0.125   0.94795324 8e+06 1.243675e+04
## 1168  0.15961131  1.09  1.09   0.2 0.125  23.87872217 8e+06 2.443598e+04
## 1169  0.34276708  1.09  1.09   0.2 0.125   0.21506404 8e+06 1.030813e+03
## 1170  0.10775107  1.09  1.09   0.2 0.125   7.53345731 8e+06 1.156371e+03
## 1171  0.09285498  1.09  1.09   0.2 0.125   0.35908566 8e+06 9.408383e+03
## 1172  0.06828653  1.09  1.09   0.2 0.125   2.71171347 8e+06 1.085309e+04
## 1173  0.35098657  1.09  1.09   0.2 0.125   0.81780229 8e+06 5.543745e+03
## 1174  0.13245743  1.09  1.09   0.2 0.125   9.75966985 8e+06 9.369111e+03
## 1175  0.33128499  1.09  1.09   0.2 0.125   0.33030909 8e+06 1.273718e+04
## 1176  0.14999217  1.09  1.09   0.2 0.125   3.84124988 8e+06 1.981374e+04
## 1177  0.23067636  1.09  1.09   0.2 0.125   0.31827426 8e+06 4.528835e+03
## 1178  0.08417241  1.09  1.09   0.2 0.125   1.31359576 8e+06 8.362580e+03
## 1179  0.26238194  1.09  1.09   0.2 0.125   0.77289130 8e+06 1.025850e+04
## 1180  0.15959422  1.09  1.09   0.2 0.125  13.12306736 8e+06 1.857567e+04
## 1181  0.13490250  1.09  1.09   0.2 0.125   0.52874617 8e+06 9.383212e+03
## 1182  0.57180997  1.09  1.09   0.2 0.125   9.01793003 8e+06 1.699132e+04
## 1183  0.05137189  1.09  1.09   0.2 0.125   0.74928583 8e+06 7.733548e+03
## 1184  0.56479126  1.09  1.09   0.2 0.125   2.27781596 8e+06 1.298429e+04
## 1185  0.34382178  1.09  1.09   0.2 0.125   0.25869348 8e+06 1.972593e+04
## 1186  0.20649160  1.09  1.09   0.2 0.125   5.06876093 8e+06 1.936063e+04
## 1187  0.06564875  1.09  1.09   0.2 0.125   0.84265605 8e+06 8.218622e+02
## 1188  0.48372961  1.09  1.09   0.2 0.125   1.17540014 8e+06 1.080993e+03
## 1189  0.14639593  1.09  1.09   0.2 0.125   0.80240537 8e+06 1.733492e+04
## 1190  0.56380874  1.09  1.09   0.2 0.125  14.45462428 8e+06 2.397811e+04
## 1191  0.32360962  1.09  1.09   0.2 0.125   0.73361188 8e+06 8.886325e+03
## 1192  0.16174361  1.09  1.09   0.2 0.125   6.35217731 8e+06 1.679851e+04
## 1193  0.34541480  1.09  1.09   0.2 0.125   0.23071743 8e+06 5.731562e+03
## 1194  0.19520166  1.09  1.09   0.2 0.125   3.71781401 8e+06 9.359408e+03
## 1195  0.35072673  1.09  1.09   0.2 0.125   0.86453619 8e+06 1.069642e+04
## 1196  0.18610589  1.09  1.09   0.2 0.125   4.89423455 8e+06 1.864440e+04
## 1197  0.09790592  1.09  1.09   0.2 0.125   0.59114217 8e+06 3.689403e+03
## 1198  0.53022185  1.09  1.09   0.2 0.125   2.14225130 8e+06 4.425496e+03
## 1199  0.12622744  1.09  1.09   0.2 0.125   0.76024962 8e+06 5.444540e+03
## 1200  0.10258598  1.09  1.09   0.2 0.125   1.97098160 8e+06 6.109301e+03
## 1201  0.39954369  1.09  1.09   0.2 0.125   0.58386022 8e+06 2.143453e+03
## 1202  0.57679727  1.09  1.09   0.2 0.125  17.89842685 8e+06 2.128226e+03
## 1203  0.06998631  1.09  1.09   0.2 0.125   0.65523866 8e+06 2.405535e+03
## 1204  0.52516292  1.09  1.09   0.2 0.125   1.57987186 8e+06 2.682856e+03
## 1205  0.19567191  1.09  1.09   0.2 0.125   0.93193392 8e+06 5.693423e+03
## 1206  0.56239027  1.09  1.09   0.2 0.125   2.24707954 8e+06 8.628672e+03
## 1207  0.34866121  1.09  1.09   0.2 0.125   0.42124544 8e+06 1.387678e+04
## 1208  0.18166219  1.09  1.09   0.2 0.125  19.03920439 8e+06 2.113207e+04
## 1209  0.32877023  1.09  1.09   0.2 0.125   0.74740083 8e+06 1.815919e+04
## 1210  0.16569780  1.09  1.09   0.2 0.125   5.64126243 8e+06 3.004507e+04
## 1211  0.23925917  1.09  1.09   0.2 0.125   0.56903534 8e+06 5.343025e+03
## 1212  0.11945995  1.09  1.09   0.2 0.125   7.36174700 8e+06 8.682403e+03
## 1213  0.27985570  1.09  1.09   0.2 0.125   0.50955439 8e+06 1.067179e+03
## 1214  0.51793284  1.09  1.09   0.2 0.125   1.49225488 8e+06 1.060056e+03
## 1215  0.06788717  1.09  1.09   0.2 0.125   0.53022126 8e+06 1.543224e+04
## 1216  0.17967381  1.09  1.09   0.2 0.125   5.00970530 8e+06 2.777712e+04
## 1217  0.17257529  1.09  1.09   0.2 0.125   0.72578310 8e+06 2.241401e+03
## 1218  0.18553979  1.09  1.09   0.2 0.125   6.74220810 8e+06 5.228806e+03
## 1219  0.21627196  1.09  1.09   0.2 0.125   0.88432834 8e+06 2.284705e+03
## 1220  0.10952495  1.09  1.09   0.2 0.125   6.53397372 8e+06 3.390488e+03
## 1221  0.30484938  1.09  1.09   0.2 0.125   0.50946165 8e+06 1.159370e+04
## 1222  0.13571794  1.09  1.09   0.2 0.125   3.86431330 8e+06 1.486513e+04
## 1223  0.30756344  1.09  1.09   0.2 0.125   0.87953484 8e+06 1.777922e+04
## 1224  0.16446903  1.09  1.09   0.2 0.125  10.23935177 8e+06 3.519437e+04
## 1225  0.10106175  1.09  1.09   0.2 0.125   0.61638238 8e+06 6.089866e+02
## 1226  0.01963857  1.09  1.09   0.2 0.125  10.26361387 8e+06 7.256582e+02
## 1227  0.22364492  1.09  1.09   0.2 0.125   0.83146528 8e+06 1.860444e+04
## 1228  0.19127668  1.09  1.09   0.2 0.125   6.03756429 8e+06 2.056346e+04
## 1229  0.20988004  1.09  1.09   0.2 0.125   0.91270900 8e+06 7.527897e+02
## 1230  0.56896533  1.09  1.09   0.2 0.125   3.18861108 8e+06 1.059983e+03
## 1231  0.24135967  1.09  1.09   0.2 0.125   0.47939174 8e+06 1.212341e+04
## 1232  0.19463834  1.09  1.09   0.2 0.125   3.86199350 8e+06 2.010664e+04
## 1233  0.26268612  1.09  1.09   0.2 0.125   0.94850974 8e+06 4.809108e+03
## 1234  0.14234103  1.09  1.09   0.2 0.125   6.28645422 8e+06 8.305910e+03
## 1235  0.25586822  1.09  1.09   0.2 0.125   0.22839480 8e+06 1.962505e+04
## 1236  0.57036574  1.09  1.09   0.2 0.125   1.98088866 8e+06 2.953568e+04
## 1237  0.32739999  1.09  1.09   0.2 0.125   0.29076163 8e+06 1.139725e+04
## 1238  0.29368570  1.09  1.09   0.2 0.125   8.63542776 8e+06 1.031003e+04
## 1239  0.24137008  1.09  1.09   0.2 0.125   0.87908842 8e+06 1.080349e+04
## 1240  0.14937382  1.09  1.09   0.2 0.125   4.37118096 8e+06 1.343977e+04
## 1241  0.28331184  1.09  1.09   0.2 0.125   0.60484721 8e+06 1.408312e+04
## 1242  0.14449961  1.09  1.09   0.2 0.125   5.42359990 8e+06 2.394899e+04
## 1243  0.34360990  1.09  1.09   0.2 0.125   0.79355885 8e+06 3.457366e+03
## 1244  0.23474402  1.09  1.09   0.2 0.125  16.38756357 8e+06 6.915687e+03
## 1245  0.21506392  1.09  1.09   0.2 0.125   0.88544751 8e+06 4.101311e+03
## 1246  0.06612234  1.09  1.09   0.2 0.125   2.46328915 8e+06 6.557242e+03
## 1247  0.26294254  1.09  1.09   0.2 0.125   0.48181492 8e+06 1.586397e+04
## 1248  0.20236851  1.09  1.09   0.2 0.125  20.86675388 8e+06 2.164159e+04
## 1249  0.18646710  1.09  1.09   0.2 0.125   0.83674550 8e+06 1.899749e+04
## 1250  0.58351876  1.09  1.09   0.2 0.125  10.02642634 8e+06 2.742426e+04
## 1251  0.23000152  1.09  1.09   0.2 0.125   0.45969350 8e+06 1.854599e+04
## 1252  0.16061014  1.09  1.09   0.2 0.125  19.59391370 8e+06 2.682520e+04
## 1253  0.31424419  1.09  1.09   0.2 0.125   0.91130802 8e+06 1.750497e+04
## 1254  0.16559842  1.09  1.09   0.2 0.125   4.38827010 8e+06 2.473767e+04
## 1255  0.13641399  1.09  1.09   0.2 0.125   0.30457070 8e+06 1.607714e+04
## 1256  0.19248334  1.09  1.09   0.2 0.125   8.22542792 8e+06 1.766727e+04
## 1257  0.25268370  1.09  1.09   0.2 0.125   0.65617343 8e+06 2.931215e+03
## 1258  0.10435568  1.09  1.09   0.2 0.125   6.64489805 8e+06 3.623134e+03
## 1259  0.34354209  1.09  1.09   0.2 0.125   0.41793316 8e+06 1.690591e+04
## 1260  0.58771323  1.09  1.09   0.2 0.125   2.05907601 8e+06 3.265567e+04
## 1261  0.16004418  1.09  1.09   0.2 0.125   0.65762573 8e+06 6.891304e+02
## 1262  0.52669897  1.09  1.09   0.2 0.125   1.62392912 8e+06 6.521972e+02
## 1263  0.26010886  1.09  1.09   0.2 0.125   0.27409185 8e+06 1.182981e+04
## 1264  0.17867370  1.09  1.09   0.2 0.125   5.78388565 8e+06 2.031052e+04
## 1265  0.29340426  1.09  1.09   0.2 0.125   0.36699514 8e+06 4.827395e+03
## 1266  0.10202612  1.09  1.09   0.2 0.125   7.76637603 8e+06 3.987171e+03
## 1267  0.21254664  1.09  1.09   0.2 0.125   0.90683110 8e+06 3.686663e+03
## 1268  0.11984982  1.09  1.09   0.2 0.125  12.29483147 8e+06 4.707174e+03
## 1269  0.16733985  1.09  1.09   0.2 0.125   0.58544885 8e+06 1.383020e+04
## 1270  0.21047512  1.09  1.09   0.2 0.125  32.32790240 8e+06 1.202562e+04
## 1271  0.17979237  1.09  1.09   0.2 0.125   0.46802163 8e+06 8.671499e+03
## 1272  0.71194432  1.09  1.09   0.2 0.125   2.03324868 8e+06 1.814672e+04
## 1273  0.34374375  1.09  1.09   0.2 0.125   0.75959253 8e+06 4.473675e+03
## 1274  0.12343102  1.09  1.09   0.2 0.125   7.43405763 8e+06 7.654592e+03
## 1275  0.32624598  1.09  1.09   0.2 0.125   0.54885914 8e+06 1.123413e+04
## 1276  0.56980449  1.09  1.09   0.2 0.125   2.05357960 8e+06 1.611940e+04
## 1277  0.16804189  1.09  1.09   0.2 0.125   0.69047180 8e+06 1.473633e+04
## 1278  0.15852311  1.09  1.09   0.2 0.125  34.86482806 8e+06 2.873394e+04
## 1279  0.27720908  1.09  1.09   0.2 0.125   0.78796753 8e+06 1.215189e+04
## 1280  0.14938654  1.09  1.09   0.2 0.125   3.48213498 8e+06 2.096497e+04
## 1281  0.25827209  1.09  1.09   0.2 0.125   0.60194220 8e+06 1.430189e+04
## 1282  0.11177449  1.09  1.09   0.2 0.125   1.86608394 8e+06 2.494130e+04
## 1283  0.18194851  1.09  1.09   0.2 0.125   0.63921111 8e+06 5.058180e+02
## 1284  0.14973562  1.09  1.09   0.2 0.125   6.53856032 8e+06 8.438193e+02
## 1285  0.31585222  1.09  1.09   0.2 0.125   0.60513772 8e+06 1.075233e+04
## 1286  0.10867286  1.09  1.09   0.2 0.125   4.74271637 8e+06 1.430152e+04
## 1287  0.10667525  1.09  1.09   0.2 0.125   0.86750327 8e+06 1.854854e+04
## 1288  0.18950300  1.09  1.09   0.2 0.125   8.37427287 8e+06 1.466662e+04
## 1289  0.16914608  1.09  1.09   0.2 0.125   0.47633690 8e+06 7.690122e+03
## 1290  0.52476079  1.09  1.09   0.2 0.125  10.00335108 8e+06 9.813477e+03
## 1291  0.08120201  1.09  1.09   0.2 0.125   0.49236781 8e+06 1.189457e+03
## 1292  0.13225851  1.09  1.09   0.2 0.125   5.83567461 8e+06 2.027351e+03
## 1293  0.36662188  1.09  1.09   0.2 0.125   0.80489727 8e+06 1.887167e+04
## 1294  0.16632837  1.09  1.09   0.2 0.125   5.08448006 8e+06 2.480738e+04
## 1295  0.13264205  1.09  1.09   0.2 0.125   0.64074893 8e+06 4.010064e+03
## 1296  0.64777817  1.09  1.09   0.2 0.125   2.23017819 8e+06 5.893542e+03
## 1297  0.32915990  1.09  1.09   0.2 0.125   0.96382760 8e+06 1.719332e+04
## 1298  0.14313523  1.09  1.09   0.2 0.125   3.39470839 8e+06 2.573893e+04
## 1299  0.37119922  1.09  1.09   0.2 0.125   0.94119568 8e+06 7.728954e+03
## 1300  0.14302946  1.09  1.09   0.2 0.125   5.20945693 8e+06 1.339236e+04
## 1301  0.05810093  1.09  1.09   0.2 0.125   0.84595851 8e+06 1.844690e+04
## 1302  0.58278416  1.09  1.09   0.2 0.125   2.78724681 8e+06 3.084708e+04
## 1303  0.31868878  1.09  1.09   0.2 0.125   0.66754846 8e+06 1.101272e+04
## 1304  0.33280697  1.09  1.09   0.2 0.125   2.36220162 8e+06 4.127517e+04
## 1305  0.11647526  1.09  1.09   0.2 0.125   0.77042827 8e+06 1.570408e+04
## 1306  0.18628510  1.09  1.09   0.2 0.125   7.01232813 8e+06 2.480048e+04
## 1307  0.07224132  1.09  1.09   0.2 0.125   0.47724781 8e+06 1.596079e+04
## 1308  0.87543764  1.09  1.09   0.2 0.125   2.57005962 8e+06 2.476922e+04
## 1309  0.29965818  1.09  1.09   0.2 0.125   0.92824003 8e+06 5.582180e+03
## 1310  0.13675907  1.09  1.09   0.2 0.125   3.43844899 8e+06 9.034578e+03
## 1311  0.31980292  1.09  1.09   0.2 0.125   0.40815496 8e+06 1.034894e+04
## 1312  0.14683652  1.09  1.09   0.2 0.125   7.96476632 8e+06 1.537069e+04
## 1313  0.38311973  1.09  1.09   0.2 0.125   0.96802273 8e+06 1.531709e+04
## 1314  0.24099447  1.09  1.09   0.2 0.125   8.85905537 8e+06 1.031449e+04
## 1315  0.08521905  1.09  1.09   0.2 0.125   0.75186003 8e+06 1.013368e+04
## 1316  0.20347763  1.09  1.09   0.2 0.125   4.43746632 8e+06 1.073359e+04
## 1317  0.05969774  1.09  1.09   0.2 0.125   0.81379491 8e+06 2.878087e+03
## 1318  0.11022081  1.09  1.09   0.2 0.125   3.86046780 8e+06 3.071402e+03
## 1319  0.22181006  1.09  1.09   0.2 0.125   0.57753789 8e+06 1.183081e+04
## 1320  0.13961689  1.09  1.09   0.2 0.125   2.71902841 8e+06 2.202725e+04
## 1321  0.32897050  1.09  1.09   0.2 0.125   0.27366426 8e+06 1.534070e+03
## 1322  0.21564798  1.09  1.09   0.2 0.125   4.38279471 8e+06 3.644085e+03
## 1323  0.10709153  1.09  1.09   0.2 0.125   0.53300811 8e+06 1.642113e+04
## 1324  0.18077309  1.09  1.09   0.2 0.125  26.04584631 8e+06 2.024570e+04
## 1325  0.39928827  1.09  1.09   0.2 0.125   0.59478451 8e+06 1.113911e+04
## 1326  0.56928462  1.09  1.09   0.2 0.125   2.36017997 8e+06 2.295836e+04
## 1327  0.25687048  1.09  1.09   0.2 0.125   0.81248226 8e+06 1.519098e+04
## 1328  0.16710984  1.09  1.09   0.2 0.125  12.47365450 8e+06 2.590429e+04
## 1329  0.07841261  1.09  1.09   0.2 0.125   0.95262473 8e+06 1.867862e+04
## 1330  0.20093455  1.09  1.09   0.2 0.125  17.29163101 8e+06 2.706761e+04
## 1331  0.18221114  1.09  1.09   0.2 0.125   0.86398037 8e+06 1.223046e+04
## 1332  0.59108691  1.09  1.09   0.2 0.125   2.06807692 8e+06 2.542598e+04
## 1333  0.12612856  1.09  1.09   0.2 0.125   0.26224856 8e+06 9.477259e+03
## 1334  0.56383614  1.09  1.09   0.2 0.125  13.21926801 8e+06 1.263242e+04
## 1335  0.21740942  1.09  1.09   0.2 0.125   0.68764771 8e+06 1.051441e+04
## 1336  0.13243015  1.09  1.09   0.2 0.125  12.36992169 8e+06 1.919045e+04
## 1337  0.15726307  1.09  1.09   0.2 0.125   0.82217737 8e+06 3.023845e+03
## 1338  0.10678986  1.09  1.09   0.2 0.125   9.28635722 8e+06 5.179165e+03
## 1339  0.23466704  1.09  1.09   0.2 0.125   0.96241242 8e+06 2.159459e+03
## 1340  0.11630127  1.09  1.09   0.2 0.125  15.75761555 8e+06 3.495664e+03
## 1341  0.07276748  1.09  1.09   0.2 0.125   0.68794950 8e+06 9.307449e+03
## 1342  0.23962436  1.09  1.09   0.2 0.125  15.59272635 8e+06 1.014482e+04
## 1343  0.10190545  1.09  1.09   0.2 0.125   0.38087864 8e+06 5.573327e+02
## 1344  0.07069220  1.09  1.09   0.2 0.125   7.75001380 8e+06 6.661586e+02
## 1345  0.20090352  1.09  1.09   0.2 0.125   0.82163673 8e+06 1.639750e+04
## 1346  0.17029638  1.09  1.09   0.2 0.125  16.77148648 8e+06 2.739073e+04
## 1347  0.23856351  1.09  1.09   0.2 0.125   0.78733199 8e+06 4.673081e+03
## 1348  0.12323267  1.09  1.09   0.2 0.125   5.65769289 8e+06 9.059523e+03
## 1349  0.35686076  1.09  1.09   0.2 0.125   0.62324317 8e+06 6.810248e+03
## 1350  0.12719673  1.09  1.09   0.2 0.125   7.24923094 8e+06 1.309016e+04
## 1351  0.20859134  1.09  1.09   0.2 0.125   0.78564400 8e+06 4.860956e+03
## 1352  0.13155542  1.09  1.09   0.2 0.125   6.93567118 8e+06 9.957958e+03
## 1353  0.16049691  1.09  1.09   0.2 0.125   0.61108839 8e+06 1.168462e+04
## 1354  0.13055603  1.09  1.09   0.2 0.125  11.38057952 8e+06 1.704365e+04
## 1355  0.15994375  1.09  1.09   0.2 0.125   0.69041258 8e+06 7.632820e+03
## 1356  0.13811928  1.09  1.09   0.2 0.125   6.75341007 8e+06 1.215963e+04
## 1357  0.34010162  1.09  1.09   0.2 0.125   0.22559006 8e+06 1.482520e+04
## 1358  0.15306008  1.09  1.09   0.2 0.125   8.15109962 8e+06 2.482503e+04
## 1359  0.30353754  1.09  1.09   0.2 0.125   0.45002280 8e+06 1.821774e+04
## 1360  0.16585551  1.09  1.09   0.2 0.125   4.60286673 8e+06 3.474556e+04
## 1361  0.16808727  1.09  1.09   0.2 0.125   0.48884170 8e+06 1.231838e+04
## 1362  0.13794823  1.09  1.09   0.2 0.125   3.60365240 8e+06 1.775913e+04
## 1363  0.24637371  1.09  1.09   0.2 0.125   0.20769507 8e+06 5.280261e+03
## 1364  0.57387757  1.09  1.09   0.2 0.125   1.96757186 8e+06 6.737731e+03
## 1365  0.36589094  1.09  1.09   0.2 0.125   0.39708687 8e+06 3.075203e+03
## 1366  0.01890159  1.09  1.09   0.2 0.125   2.65486321 8e+06 2.281999e+03
## 1367  0.09022414  1.09  1.09   0.2 0.125   0.68475297 8e+06 1.458958e+04
## 1368  0.15552471  1.09  1.09   0.2 0.125   6.12865196 8e+06 2.751672e+04
## 1369  0.38306725  1.09  1.09   0.2 0.125   0.83407472 8e+06 1.410711e+03
## 1370  0.12294009  1.09  1.09   0.2 0.125  10.83106116 8e+06 2.519286e+03
## 1371  0.09652531  1.09  1.09   0.2 0.125   0.43990132 8e+06 6.165366e+03
## 1372  0.65862649  1.09  1.09   0.2 0.125   1.47199957 8e+06 1.160332e+04
## 1373  0.10426852  1.09  1.09   0.2 0.125   0.88918676 8e+06 1.497352e+04
## 1374  0.28810886  1.09  1.09   0.2 0.125   4.76944411 8e+06 9.836288e+03
## 1375  0.26035246  1.09  1.09   0.2 0.125   0.63516520 8e+06 1.676936e+04
## 1376  0.55205113  1.09  1.09   0.2 0.125   5.47142668 8e+06 2.275252e+04
## 1377  0.26369396  1.09  1.09   0.2 0.125   0.65079486 8e+06 1.672258e+04
## 1378  0.17641876  1.09  1.09   0.2 0.125   7.36116064 8e+06 3.223900e+04
## 1379  0.26500101  1.09  1.09   0.2 0.125   0.67136608 8e+06 7.756777e+03
## 1380  0.12560152  1.09  1.09   0.2 0.125   8.40292000 8e+06 1.239913e+04
## 1381  0.31161542  1.09  1.09   0.2 0.125   0.80181736 8e+06 1.906148e+04
## 1382  0.14511657  1.09  1.09   0.2 0.125  17.87634488 8e+06 2.871451e+04
## 1383  0.37019461  1.09  1.09   0.2 0.125   0.86328436 8e+06 1.867509e+04
## 1384  0.59356303  1.09  1.09   0.2 0.125  19.71080917 8e+06 2.566606e+04
## 1385  0.31634342  1.09  1.09   0.2 0.125   0.88698039 8e+06 1.993900e+04
## 1386  0.13818332  1.09  1.09   0.2 0.125   4.74213536 8e+06 2.634143e+04
## 1387  0.16732602  1.09  1.09   0.2 0.125   0.47741103 8e+06 1.535452e+04
## 1388  0.17527259  1.09  1.09   0.2 0.125   5.78145817 8e+06 2.565999e+04
## 1389  0.23216628  1.09  1.09   0.2 0.125   0.70084268 8e+06 9.201288e+03
## 1390  0.68424090  1.09  1.09   0.2 0.125   5.17212922 8e+06 1.534536e+04
## 1391  0.30624876  1.09  1.09   0.2 0.125   0.84800716 8e+06 3.462192e+02
## 1392  0.11486827  1.09  1.09   0.2 0.125   7.23768113 8e+06 3.248856e+02
## 1393  0.39101567  1.09  1.09   0.2 0.125   0.97007219 8e+06 4.316693e+03
## 1394  0.13326560  1.09  1.09   0.2 0.125   3.62091801 8e+06 8.378464e+03
## 1395  0.11665880  1.09  1.09   0.2 0.125   0.43146531 8e+06 3.912780e+03
## 1396  0.15020270  1.09  1.09   0.2 0.125   6.39414573 8e+06 6.147194e+03
## 1397  0.27356905  1.09  1.09   0.2 0.125   0.77821665 8e+06 3.026605e+03
## 1398  0.11251914  1.09  1.09   0.2 0.125   8.32174840 8e+06 5.863649e+03
## 1399  0.21110917  1.09  1.09   0.2 0.125   0.76564557 8e+06 2.825858e+03
## 1400  0.55060326  1.09  1.09   0.2 0.125   2.83022514 8e+06 3.914474e+03
## 1401  0.35957252  1.09  1.09   0.2 0.125   0.82548736 8e+06 6.939975e+03
## 1402  0.13563407  1.09  1.09   0.2 0.125   5.73168338 8e+06 1.347852e+04
## 1403  0.15107776  1.09  1.09   0.2 0.125   0.37219821 8e+06 8.837359e+03
## 1404  0.15159114  1.09  1.09   0.2 0.125   6.89656655 8e+06 1.526828e+04
## 1405  0.39980222  1.09  1.09   0.2 0.125   0.24455858 8e+06 9.178512e+03
## 1406  0.15307106  1.09  1.09   0.2 0.125   4.01047972 8e+06 1.458347e+04
## 1407  0.12294091  1.09  1.09   0.2 0.125   0.55835131 8e+06 6.489593e+03
## 1408  0.12931365  1.09  1.09   0.2 0.125   4.94588548 8e+06 1.132104e+04
## 1409  0.17700749  1.09  1.09   0.2 0.125   0.62896652 8e+06 2.432611e+03
## 1410  0.52369211  1.09  1.09   0.2 0.125   3.29583059 8e+06 2.446880e+03
## 1411  0.23170833  1.09  1.09   0.2 0.125   0.20525540 8e+06 4.233036e+03
## 1412  0.53845028  1.09  1.09   0.2 0.125   2.51841112 8e+06 5.948264e+03
## 1413  0.17304938  1.09  1.09   0.2 0.125   0.64336744 8e+06 5.549111e+03
## 1414  0.24236644  1.09  1.09   0.2 0.125   5.05722431 8e+06 8.913382e+03
## 1415  0.26367199  1.09  1.09   0.2 0.125   0.52045469 8e+06 1.407612e+04
## 1416  0.21029652  1.09  1.09   0.2 0.125   5.92121355 8e+06 1.229186e+04
## 1417  0.33543757  1.09  1.09   0.2 0.125   0.48108961 8e+06 1.399442e+04
## 1418  0.13566847  1.09  1.09   0.2 0.125   4.32850748 8e+06 1.903661e+04
## 1419  0.34982754  1.09  1.09   0.2 0.125   0.70262893 8e+06 1.951155e+04
## 1420  0.75715461  1.09  1.09   0.2 0.125   2.88312083 8e+06 3.327910e+04
## 1421  0.23404231  1.09  1.09   0.2 0.125   0.25345385 8e+06 1.438743e+04
## 1422  0.18717950  1.09  1.09   0.2 0.125   4.93094403 8e+06 1.071942e+04
## 1423  0.05918280  1.09  1.09   0.2 0.125   0.90759007 8e+06 1.774022e+04
## 1424  0.06603820  1.09  1.09   0.2 0.125  29.13790797 8e+06 1.894477e+04
## 1425  0.16372429  1.09  1.09   0.2 0.125   0.21754129 8e+06 1.689155e+04
## 1426  0.15755674  1.09  1.09   0.2 0.125   4.73596785 8e+06 3.079695e+04
## 1427  0.28114980  1.09  1.09   0.2 0.125   0.67751424 8e+06 2.110283e+03
## 1428  0.97061546  1.09  1.09   0.2 0.125   0.73665160 8e+06 2.368297e+03
## 1429  0.16076370  1.09  1.09   0.2 0.125   0.55241463 8e+06 3.112518e+03
## 1430  0.56563835  1.09  1.09   0.2 0.125   1.96767878 8e+06 5.100553e+03
## 1431  0.19269994  1.09  1.09   0.2 0.125   0.67992714 8e+06 4.864538e+03
## 1432  0.15101068  1.09  1.09   0.2 0.125  14.37831010 8e+06 8.460265e+03
## 1433  0.37977024  1.09  1.09   0.2 0.125   0.36152754 8e+06 1.482053e+04
## 1434  0.14329638  1.09  1.09   0.2 0.125   6.64286712 8e+06 2.154045e+04
## 1435  0.23232588  1.09  1.09   0.2 0.125   0.21646367 8e+06 2.335043e+03
## 1436  0.11130361  1.09  1.09   0.2 0.125  19.35980478 8e+06 2.133456e+03
## 1437  0.20504266  1.09  1.09   0.2 0.125   0.40257456 8e+06 4.342148e+02
## 1438  0.51704383  1.09  1.09   0.2 0.125   4.30389844 8e+06 3.987178e+02
## 1439  0.35547083  1.09  1.09   0.2 0.125   0.44075581 8e+06 1.579513e+04
## 1440  0.60406602  1.09  1.09   0.2 0.125   4.30613902 8e+06 2.681521e+04
## 1441  0.08505017  1.09  1.09   0.2 0.125   0.65694397 8e+06 4.305403e+03
## 1442  0.10776859  1.09  1.09   0.2 0.125   4.71365954 8e+06 5.705583e+03
## 1443  0.12324927  1.09  1.09   0.2 0.125   0.55811886 8e+06 1.784547e+04
## 1444  0.18351515  1.09  1.09   0.2 0.125  11.35253073 8e+06 1.673680e+04
## 1445  0.18346276  1.09  1.09   0.2 0.125   0.55141216 8e+06 1.433505e+04
## 1446  0.15785286  1.09  1.09   0.2 0.125   4.95944545 8e+06 2.369070e+04
## 1447  0.10453575  1.09  1.09   0.2 0.125   0.25518623 8e+06 1.979546e+04
## 1448  0.26897820  1.09  1.09   0.2 0.125   4.07563677 8e+06 2.327778e+04
## 1449  0.34458318  1.09  1.09   0.2 0.125   0.37995269 8e+06 1.519292e+04
## 1450  0.13394127  1.09  1.09   0.2 0.125   4.22796489 8e+06 1.965333e+04
## 1451  0.05014018  1.09  1.09   0.2 0.125   0.30097833 8e+06 2.331170e+02
## 1452  0.11817704  1.09  1.09   0.2 0.125   5.99563051 8e+06 2.425599e+02
## 1453  0.05745760  1.09  1.09   0.2 0.125   0.70562186 8e+06 1.707464e+04
## 1454  0.15262532  1.09  1.09   0.2 0.125   4.11103577 8e+06 2.174169e+04
## 1455  0.32653268  1.09  1.09   0.2 0.125   0.30706907 8e+06 1.145151e+03
## 1456  0.50737744  1.09  1.09   0.2 0.125   4.76766293 8e+06 1.452265e+03
## 1457  0.34237800  1.09  1.09   0.2 0.125   0.54832096 8e+06 1.799536e+04
## 1458  0.15803761  1.09  1.09   0.2 0.125  12.90119085 8e+06 2.830852e+04
## 1459  0.12808450  1.09  1.09   0.2 0.125   0.91733881 8e+06 1.764014e+04
## 1460  0.19320824  1.09  1.09   0.2 0.125   8.75078479 8e+06 2.180424e+04
## 1461  0.36304007  1.09  1.09   0.2 0.125   0.28348795 8e+06 2.528858e+03
## 1462  0.17581544  1.09  1.09   0.2 0.125   4.81656124 8e+06 5.096562e+03
## 1463  0.37566267  1.09  1.09   0.2 0.125   0.77077279 8e+06 4.069845e+03
## 1464  0.14807624  1.09  1.09   0.2 0.125   5.68228372 8e+06 7.229202e+03
## 1465  0.35839292  1.09  1.09   0.2 0.125   0.53190394 8e+06 1.861118e+04
## 1466  0.20716676  1.09  1.09   0.2 0.125   3.70383077 8e+06 2.886313e+04
## 1467  0.17810898  1.09  1.09   0.2 0.125   0.34511779 8e+06 3.047243e+03
## 1468  0.11925007  1.09  1.09   0.2 0.125   9.94992808 8e+06 4.011812e+03
## 1469  0.28882813  1.09  1.09   0.2 0.125   0.57375776 8e+06 5.144998e+03
## 1470  0.55078388  1.09  1.09   0.2 0.125   1.29977540 8e+06 6.360417e+03
## 1471  0.12613717  1.09  1.09   0.2 0.125   0.88212076 8e+06 2.327065e+03
## 1472  0.10965036  1.09  1.09   0.2 0.125   3.80059057 8e+06 3.053145e+03
## 1473  0.35641436  1.09  1.09   0.2 0.125   0.62153796 8e+06 1.024278e+04
## 1474  0.13875042  1.09  1.09   0.2 0.125   5.98461260 8e+06 1.768793e+04
## 1475  0.34788814  1.09  1.09   0.2 0.125   0.62815052 8e+06 2.319476e+03
## 1476  0.11625800  1.09  1.09   0.2 0.125   5.05513923 8e+06 3.546451e+03
## 1477  0.11480507  1.09  1.09   0.2 0.125   0.40779997 8e+06 7.499834e+03
## 1478  0.14435658  1.09  1.09   0.2 0.125   4.43492889 8e+06 1.021023e+04
## 1479  0.07585171  1.09  1.09   0.2 0.125   0.71623212 8e+06 8.873316e+03
## 1480  0.18924921  1.09  1.09   0.2 0.125  12.84731716 8e+06 1.360280e+04
## 1481  0.32521033  1.09  1.09   0.2 0.125   0.96709754 8e+06 1.794677e+04
## 1482  0.15241014  1.09  1.09   0.2 0.125   8.80416270 8e+06 3.649680e+04
## 1483  0.27794036  1.09  1.09   0.2 0.125   0.26261336 8e+06 1.548019e+04
## 1484  0.23999387  1.09  1.09   0.2 0.125   6.14354012 8e+06 1.067474e+04
## 1485  0.19564455  1.09  1.09   0.2 0.125   0.45032428 8e+06 5.980044e+03
## 1486  0.56094074  1.09  1.09   0.2 0.125   6.41357919 8e+06 9.970376e+03
## 1487  0.35909688  1.09  1.09   0.2 0.125   0.45332080 8e+06 5.386838e+03
## 1488  0.11671441  1.09  1.09   0.2 0.125   5.61567944 8e+06 9.642292e+03
## 1489  0.26020588  1.09  1.09   0.2 0.125   0.86572733 8e+06 1.005814e+04
## 1490  0.13442138  1.09  1.09   0.2 0.125   9.47592438 8e+06 1.635266e+04
## 1491  0.21809518  1.09  1.09   0.2 0.125   0.58901477 8e+06 1.663914e+04
## 1492  0.25488435  1.09  1.09   0.2 0.125   9.33124223 8e+06 1.194816e+04
## 1493  0.24173433  1.09  1.09   0.2 0.125   0.23329314 8e+06 1.484441e+04
## 1494  0.61730231  1.09  1.09   0.2 0.125   2.05647527 8e+06 2.680065e+04
## 1495  0.36261776  1.09  1.09   0.2 0.125   0.97213211 8e+06 4.246027e+03
## 1496  0.13931885  1.09  1.09   0.2 0.125   7.81858623 8e+06 5.978307e+03
## 1497  0.33515895  1.09  1.09   0.2 0.125   0.71074041 8e+06 7.009711e+03
## 1498  0.11667870  1.09  1.09   0.2 0.125   4.83358385 8e+06 1.147729e+04
## 1499  0.29672209  1.09  1.09   0.2 0.125   0.57946212 8e+06 2.504818e+03
## 1500  0.55388081  1.09  1.09   0.2 0.125   1.09665643 8e+06 3.042761e+03
## 1501  0.39269451  1.09  1.09   0.2 0.125   0.81959192 8e+06 1.968295e+04
## 1502  0.13458129  1.09  1.09   0.2 0.125   1.65479275 8e+06 2.547059e+04
## 1503  0.36487044  1.09  1.09   0.2 0.125   0.21930210 8e+06 6.528635e+02
## 1504  0.10227162  1.09  1.09   0.2 0.125   4.97375416 8e+06 7.015899e+02
## 1505  0.08219649  1.09  1.09   0.2 0.125   0.23633204 8e+06 1.695700e+04
## 1506  0.13901263  1.09  1.09   0.2 0.125   2.79055190 8e+06 2.478779e+04
## 1507  0.26153655  1.09  1.09   0.2 0.125   0.59743151 8e+06 1.662776e+04
## 1508  0.18936144  1.09  1.09   0.2 0.125   6.76623629 8e+06 1.588740e+04
## 1509  0.23558728  1.09  1.09   0.2 0.125   0.28524796 8e+06 3.750344e+03
## 1510  0.11463044  1.09  1.09   0.2 0.125   7.19825555 8e+06 6.106184e+03
## 1511  0.23815436  1.09  1.09   0.2 0.125   0.65433793 8e+06 1.275437e+04
## 1512  0.16729588  1.09  1.09   0.2 0.125   9.87698474 8e+06 1.774241e+04
## 1513  0.18528263  1.09  1.09   0.2 0.125   0.83778701 8e+06 6.660070e+03
## 1514  0.13359455  1.09  1.09   0.2 0.125   9.77248355 8e+06 1.195178e+04
## 1515  0.38900007  1.09  1.09   0.2 0.125   0.46992580 8e+06 1.505792e+04
## 1516  0.19246070  1.09  1.09   0.2 0.125   5.20556154 8e+06 2.014980e+04
## 1517  0.37137358  1.09  1.09   0.2 0.125   0.31426675 8e+06 3.086617e+03
## 1518  0.53252244  1.09  1.09   0.2 0.125   2.94977980 8e+06 4.290811e+03
## 1519  0.05466821  1.09  1.09   0.2 0.125   0.26659814 8e+06 9.834544e+03
## 1520  0.55243612  1.09  1.09   0.2 0.125   2.79617393 8e+06 1.217436e+04
## 1521  0.19971498  1.09  1.09   0.2 0.125   0.86511176 8e+06 8.838440e+03
## 1522  0.17845814  1.09  1.09   0.2 0.125   7.72048362 8e+06 1.017831e+04
## 1523  0.20313166  1.09  1.09   0.2 0.125   0.69259556 8e+06 1.281623e+04
## 1524  0.14115768  1.09  1.09   0.2 0.125  29.42449728 8e+06 2.670657e+04
## 1525  0.32808454  1.09  1.09   0.2 0.125   0.37431567 8e+06 1.552671e+04
## 1526  0.20059794  1.09  1.09   0.2 0.125  10.81969097 8e+06 1.495092e+04
## 1527  0.15233779  1.09  1.09   0.2 0.125   0.49647054 8e+06 9.284835e+03
## 1528  0.12733383  1.09  1.09   0.2 0.125  11.39089923 8e+06 1.635607e+04
## 1529  0.30102214  1.09  1.09   0.2 0.125   0.32502993 8e+06 1.592425e+03
## 1530  0.09242572  1.09  1.09   0.2 0.125   3.41239649 8e+06 1.807182e+03
## 1531  0.10883023  1.09  1.09   0.2 0.125   0.62262776 8e+06 1.375157e+04
## 1532  0.21979840  1.09  1.09   0.2 0.125   6.37903586 8e+06 1.282409e+04
## 1533  0.31610712  1.09  1.09   0.2 0.125   0.98840896 8e+06 1.142739e+04
## 1534  0.13891723  1.09  1.09   0.2 0.125   6.24816812 8e+06 1.630138e+04
## 1535  0.28944298  1.09  1.09   0.2 0.125   0.52655989 8e+06 1.431262e+04
## 1536  0.19964784  1.09  1.09   0.2 0.125   5.09769607 8e+06 1.547221e+04
## 1537  0.35289638  1.09  1.09   0.2 0.125   0.76007422 8e+06 1.918484e+04
## 1538  0.16241352  1.09  1.09   0.2 0.125   7.72886584 8e+06 3.067370e+04
## 1539  0.25677068  1.09  1.09   0.2 0.125   0.24685929 8e+06 7.513923e+03
## 1540  0.13811082  1.09  1.09   0.2 0.125  12.00609495 8e+06 1.172268e+04
## 1541  0.37193724  1.09  1.09   0.2 0.125   0.51404504 8e+06 1.996727e+03
## 1542  0.10885962  1.09  1.09   0.2 0.125   7.20145478 8e+06 3.260097e+03
## 1543  0.23152624  1.09  1.09   0.2 0.125   0.30998243 8e+06 1.806873e+04
## 1544  0.20779396  1.09  1.09   0.2 0.125   5.19288715 8e+06 2.580037e+04
## 1545  0.28309397  1.09  1.09   0.2 0.125   0.65380435 8e+06 1.633588e+04
## 1546  0.75633075  1.09  1.09   0.2 0.125   5.44781704 8e+06 2.788240e+04
## 1547  0.39221325  1.09  1.09   0.2 0.125   0.46967320 8e+06 8.710848e+03
## 1548  0.17349013  1.09  1.09   0.2 0.125   4.17030389 8e+06 1.495697e+04
## 1549  0.18712424  1.09  1.09   0.2 0.125   0.27006066 8e+06 4.156831e+03
## 1550  0.57485947  1.09  1.09   0.2 0.125   1.26168610 8e+06 6.730473e+03
## 1551  0.38798534  1.09  1.09   0.2 0.125   0.50872362 8e+06 5.076986e+03
## 1552  0.12947372  1.09  1.09   0.2 0.125   4.04335569 8e+06 7.486875e+03
## 1553  0.30448093  1.09  1.09   0.2 0.125   0.27927240 8e+06 1.475555e+04
## 1554  0.64450022  1.09  1.09   0.2 0.125   2.29976020 8e+06 2.798365e+04
## 1555  0.11878974  1.09  1.09   0.2 0.125   0.50131688 8e+06 1.996432e+04
## 1556  0.16223233  1.09  1.09   0.2 0.125   5.16905685 8e+06 3.023208e+04
## 1557  0.07724840  1.09  1.09   0.2 0.125   0.56074608 8e+06 1.698942e+04
## 1558  0.18363799  1.09  1.09   0.2 0.125   7.70961363 8e+06 2.970664e+04
## 1559  0.19311266  1.09  1.09   0.2 0.125   0.33068021 8e+06 8.446258e+03
## 1560  0.14006710  1.09  1.09   0.2 0.125   9.17550980 8e+06 1.377980e+04
## 1561  0.34703193  1.09  1.09   0.2 0.125   0.66343732 8e+06 3.963637e+03
## 1562  0.12115873  1.09  1.09   0.2 0.125   5.16561049 8e+06 7.025331e+03
## 1563  0.06551734  1.09  1.09   0.2 0.125   0.70404086 8e+06 1.246584e+04
## 1564  0.13597014  1.09  1.09   0.2 0.125   3.07837957 8e+06 1.957522e+04
## 1565  0.28383681  1.09  1.09   0.2 0.125   0.99621866 8e+06 1.441677e+04
## 1566  0.57586723  1.09  1.09   0.2 0.125   2.42795801 8e+06 2.203203e+04
## 1567  0.18464145  1.09  1.09   0.2 0.125   0.93863040 8e+06 1.734343e+04
## 1568  0.20667486  1.09  1.09   0.2 0.125   3.31703473 8e+06 2.376746e+04
## 1569  0.23454483  1.09  1.09   0.2 0.125   0.23607154 8e+06 1.187213e+04
## 1570  0.25070138  1.09  1.09   0.2 0.125   4.71953591 8e+06 9.346632e+03
## 1571  0.39997504  1.09  1.09   0.2 0.125   0.80690917 8e+06 1.185642e+04
## 1572  0.56651061  1.09  1.09   0.2 0.125   2.30659373 8e+06 1.755898e+04
## 1573  0.24916180  1.09  1.09   0.2 0.125   0.86847384 8e+06 1.337173e+03
## 1574  0.10883549  1.09  1.09   0.2 0.125  10.62885664 8e+06 1.527208e+03
## 1575  0.11270382  1.09  1.09   0.2 0.125   0.59236152 8e+06 1.434718e+04
## 1576  0.16196406  1.09  1.09   0.2 0.125   6.92528719 8e+06 2.190371e+04
## 1577  0.19753797  1.09  1.09   0.2 0.125   0.80629335 8e+06 2.007481e+03
## 1578  0.55325683  1.09  1.09   0.2 0.125   6.67842336 8e+06 2.792993e+03
## 1579  0.37694245  1.09  1.09   0.2 0.125   0.73010001 8e+06 1.299656e+04
## 1580  0.16077377  1.09  1.09   0.2 0.125  14.36749758 8e+06 2.170306e+04
## 1581  0.31529118  1.09  1.09   0.2 0.125   0.85029160 8e+06 6.691415e+03
## 1582  0.53783531  1.09  1.09   0.2 0.125   3.02830428 8e+06 1.046151e+04
## 1583  0.25344879  1.09  1.09   0.2 0.125   0.44809293 8e+06 1.394942e+04
## 1584  0.14040584  1.09  1.09   0.2 0.125   4.23908576 8e+06 2.142991e+04
## 1585  0.15801457  1.09  1.09   0.2 0.125   0.57986609 8e+06 7.729921e+03
## 1586  0.17073448  1.09  1.09   0.2 0.125   7.16665526 8e+06 1.600794e+04
## 1587  0.21811836  1.09  1.09   0.2 0.125   0.47478931 8e+06 1.962160e+04
## 1588  0.15462780  1.09  1.09   0.2 0.125   4.03093184 8e+06 2.941387e+04
## 1589  0.14389206  1.09  1.09   0.2 0.125   0.21984142 8e+06 2.719130e+03
## 1590  0.97203108  1.09  1.09   0.2 0.125   0.42981120 8e+06 2.916873e+03
## 1591  0.11257877  1.09  1.09   0.2 0.125   0.89875339 8e+06 1.428927e+04
## 1592  0.07745554  1.09  1.09   0.2 0.125   7.55602404 8e+06 1.522199e+04
## 1593  0.31387215  1.09  1.09   0.2 0.125   0.74944479 8e+06 1.807493e+03
## 1594  0.56058059  1.09  1.09   0.2 0.125   1.20828893 8e+06 2.148748e+03
## 1595  0.23582065  1.09  1.09   0.2 0.125   0.79405627 8e+06 1.882660e+04
## 1596  0.65842241  1.09  1.09   0.2 0.125  10.34666165 8e+06 3.752174e+04
## 1597  0.35244468  1.09  1.09   0.2 0.125   0.50816962 8e+06 1.953775e+03
## 1598  0.15490392  1.09  1.09   0.2 0.125   4.94507581 8e+06 3.933333e+03
## 1599  0.15351923  1.09  1.09   0.2 0.125   0.31083243 8e+06 4.033601e+03
## 1600  0.53822841  1.09  1.09   0.2 0.125   0.86180786 8e+06 5.252793e+03
## 1601  0.22791835  1.09  1.09   0.2 0.125   0.76807467 8e+06 1.283289e+04
## 1602  0.13004286  1.09  1.09   0.2 0.125   2.74251893 8e+06 1.689242e+04
## 1603  0.05099701  1.09  1.09   0.2 0.125   0.43327648 8e+06 1.565584e+04
## 1604  0.15743429  1.09  1.09   0.2 0.125   7.74405882 8e+06 2.637868e+04
## 1605  0.18136098  1.09  1.09   0.2 0.125   0.57364113 8e+06 8.624195e+03
## 1606  0.13517413  1.09  1.09   0.2 0.125   4.95924329 8e+06 1.451362e+04
## 1607  0.06351891  1.09  1.09   0.2 0.125   0.86389090 8e+06 4.789593e+03
## 1608  0.53602042  1.09  1.09   0.2 0.125   1.94602574 8e+06 6.451571e+03
## 1609  0.36755097  1.09  1.09   0.2 0.125   0.65421105 8e+06 8.715514e+03
## 1610  0.60995081  1.09  1.09   0.2 0.125  80.54848534 8e+06 1.449379e+04
## 1611  0.24842420  1.09  1.09   0.2 0.125   0.68218481 8e+06 2.378076e+03
## 1612  0.10824701  1.09  1.09   0.2 0.125   3.25783371 8e+06 3.763230e+03
## 1613  0.14829308  1.09  1.09   0.2 0.125   0.97370710 8e+06 3.099864e+03
## 1614  0.11182870  1.09  1.09   0.2 0.125   6.34538762 8e+06 4.542013e+03
## 1615  0.31922198  1.09  1.09   0.2 0.125   0.24901983 8e+06 1.890033e+04
## 1616  0.02039180  1.09  1.09   0.2 0.125   0.74527811 8e+06 2.170774e+04
## 1617  0.18994295  1.09  1.09   0.2 0.125   0.30351982 8e+06 1.561819e+04
## 1618  0.72077828  1.09  1.09   0.2 0.125   3.66077883 8e+06 2.995974e+04
## 1619  0.28951883  1.09  1.09   0.2 0.125   0.88903628 8e+06 4.320166e+03
## 1620  0.12652251  1.09  1.09   0.2 0.125  11.13317988 8e+06 7.926145e+03
## 1621  0.30619000  1.09  1.09   0.2 0.125   0.33894029 8e+06 1.061664e+04
## 1622  0.14348133  1.09  1.09   0.2 0.125  12.63073519 8e+06 1.683172e+04
## 1623  0.11554565  1.09  1.09   0.2 0.125   0.64388835 8e+06 6.051789e+03
## 1624  0.14980431  1.09  1.09   0.2 0.125   5.25063184 8e+06 1.039962e+04
## 1625  0.14039799  1.09  1.09   0.2 0.125   0.80495006 8e+06 1.455444e+04
## 1626  0.26035977  1.09  1.09   0.2 0.125   5.76489930 8e+06 1.038878e+04
## 1627  0.27210994  1.09  1.09   0.2 0.125   0.96190343 8e+06 6.659296e+03
## 1628  0.12803403  1.09  1.09   0.2 0.125   5.37180006 8e+06 1.087516e+04
## 1629  0.25079061  1.09  1.09   0.2 0.125   0.40128469 8e+06 1.109536e+04
## 1630  0.65305398  1.09  1.09   0.2 0.125   2.68610646 8e+06 1.999556e+04
## 1631  0.16980158  1.09  1.09   0.2 0.125   0.73305666 8e+06 5.535531e+03
## 1632  0.12700639  1.09  1.09   0.2 0.125   3.05453114 8e+06 8.807089e+03
## 1633  0.18209691  1.09  1.09   0.2 0.125   0.76051798 8e+06 7.779543e+03
## 1634  0.12741384  1.09  1.09   0.2 0.125   4.96236279 8e+06 1.162936e+04
## 1635  0.24948273  1.09  1.09   0.2 0.125   0.37875050 8e+06 9.185572e+03
## 1636  0.55501280  1.09  1.09   0.2 0.125   7.61785869 8e+06 1.147019e+04
## 1637  0.18145214  1.09  1.09   0.2 0.125   0.44715434 8e+06 8.815740e+03
## 1638  0.11203611  1.09  1.09   0.2 0.125   3.10910038 8e+06 1.275906e+04
## 1639  0.19765468  1.09  1.09   0.2 0.125   0.45466973 8e+06 2.076908e+03
## 1640  0.07063598  1.09  1.09   0.2 0.125   2.55266616 8e+06 2.117101e+03
## 1641  0.19447568  1.09  1.09   0.2 0.125   0.20973491 8e+06 1.197037e+04
## 1642  0.16914425  1.09  1.09   0.2 0.125   9.67944895 8e+06 2.411168e+04
## 1643  0.15724519  1.09  1.09   0.2 0.125   0.56565412 8e+06 1.008418e+04
## 1644  0.13013508  1.09  1.09   0.2 0.125   4.06133894 8e+06 1.601404e+04
## 1645  0.15497804  1.09  1.09   0.2 0.125   0.62310675 8e+06 4.030583e+03
## 1646  0.11199497  1.09  1.09   0.2 0.125   4.83116017 8e+06 5.691881e+03
## 1647  0.17530876  1.09  1.09   0.2 0.125   0.92790942 8e+06 1.846861e+04
## 1648  0.59050546  1.09  1.09   0.2 0.125   2.55680245 8e+06 2.552129e+04
## 1649  0.13175730  1.09  1.09   0.2 0.125   0.31530511 8e+06 1.029757e+04
## 1650  0.26369048  1.09  1.09   0.2 0.125  10.51565997 8e+06 9.355534e+03
## 1651  0.11032968  1.09  1.09   0.2 0.125   0.40026595 8e+06 7.268747e+03
## 1652  0.12321106  1.09  1.09   0.2 0.125   6.71552829 8e+06 1.151754e+04
## 1653  0.07537961  1.09  1.09   0.2 0.125   0.53887393 8e+06 1.730828e+04
## 1654  0.19130012  1.09  1.09   0.2 0.125   8.32824393 8e+06 1.927432e+04
## 1655  0.36350366  1.09  1.09   0.2 0.125   0.45437244 8e+06 2.066696e+03
## 1656  0.04870194  1.09  1.09   0.2 0.125   2.84295109 8e+06 2.711708e+03
## 1657  0.37168984  1.09  1.09   0.2 0.125   0.53282098 8e+06 7.702896e+03
## 1658  0.15768026  1.09  1.09   0.2 0.125   4.52002650 8e+06 1.185788e+04
## 1659  0.38730890  1.09  1.09   0.2 0.125   0.47540037 8e+06 1.744401e+04
## 1660  0.19080774  1.09  1.09   0.2 0.125   3.24357836 8e+06 2.905651e+04
## 1661  0.23313375  1.09  1.09   0.2 0.125   0.71293480 8e+06 1.788870e+04
## 1662  0.19202829  1.09  1.09   0.2 0.125   7.40294700 8e+06 2.513369e+04
## 1663  0.11958037  1.09  1.09   0.2 0.125   0.67067508 8e+06 1.861716e+04
## 1664  0.19713597  1.09  1.09   0.2 0.125  12.22467316 8e+06 2.128503e+04
## 1665  0.34379771  1.09  1.09   0.2 0.125   0.21173841 8e+06 1.752538e+04
## 1666  0.17004572  1.09  1.09   0.2 0.125   4.84669232 8e+06 2.822591e+04
## 1667  0.07195405  1.09  1.09   0.2 0.125   0.22458005 8e+06 1.914034e+04
## 1668  0.57427460  1.09  1.09   0.2 0.125   3.00564772 8e+06 2.507574e+04
## 1669  0.25021799  1.09  1.09   0.2 0.125   0.31105055 8e+06 1.755472e+04
## 1670  0.14489367  1.09  1.09   0.2 0.125   5.04129128 8e+06 2.677064e+04
## 1671  0.19826012  1.09  1.09   0.2 0.125   0.60620455 8e+06 1.632177e+04
## 1672  0.16150824  1.09  1.09   0.2 0.125   4.61406663 8e+06 2.525154e+04
## 1673  0.09288929  1.09  1.09   0.2 0.125   0.77538082 8e+06 1.815275e+04
## 1674  0.15707522  1.09  1.09   0.2 0.125   5.33704533 8e+06 2.330972e+04
## 1675  0.17551813  1.09  1.09   0.2 0.125   0.63412997 8e+06 4.382569e+03
## 1676  0.11850376  1.09  1.09   0.2 0.125   6.91339014 8e+06 7.064864e+03
## 1677  0.32938605  1.09  1.09   0.2 0.125   0.30783371 8e+06 1.307499e+04
## 1678  0.13318158  1.09  1.09   0.2 0.125  11.85649488 8e+06 2.271466e+04
## 1679  0.23357280  1.09  1.09   0.2 0.125   0.99838668 8e+06 2.578736e+03
## 1680  0.53382037  1.09  1.09   0.2 0.125   3.00328900 8e+06 2.641257e+03
## 1681  0.19799513  1.09  1.09   0.2 0.125   0.27151592 8e+06 1.831633e+04
## 1682  0.77308160  1.09  1.09   0.2 0.125   7.70205057 8e+06 3.031266e+04
## 1683  0.18950879  1.09  1.09   0.2 0.125   0.29389388 8e+06 4.313039e+03
## 1684  0.12754846  1.09  1.09   0.2 0.125  11.78487843 8e+06 8.841669e+03
## 1685  0.35098184  1.09  1.09   0.2 0.125   0.62611417 8e+06 1.333938e+03
## 1686  0.16294720  1.09  1.09   0.2 0.125   2.55796570 8e+06 1.439415e+03
## 1687  0.26121894  1.09  1.09   0.2 0.125   0.95797474 8e+06 6.336855e+03
## 1688  0.12061745  1.09  1.09   0.2 0.125  10.44512117 8e+06 8.879590e+03
## 1689  0.26823637  1.09  1.09   0.2 0.125   0.31906010 8e+06 7.340676e+03
## 1690  0.18345755  1.09  1.09   0.2 0.125  12.45885178 8e+06 1.207627e+04
## 1691  0.18413302  1.09  1.09   0.2 0.125   0.72733880 8e+06 5.064177e+03
## 1692  0.12488188  1.09  1.09   0.2 0.125   6.48421042 8e+06 7.173249e+03
## 1693  0.19155222  1.09  1.09   0.2 0.125   0.70837375 8e+06 1.135061e+04
## 1694  0.13051391  1.09  1.09   0.2 0.125   4.62197523 8e+06 1.566864e+04
## 1695  0.06899866  1.09  1.09   0.2 0.125   0.89515173 8e+06 8.401183e+03
## 1696  0.56330076  1.09  1.09   0.2 0.125  10.02818652 8e+06 1.674147e+04
## 1697  0.25325299  1.09  1.09   0.2 0.125   0.25018554 8e+06 1.207227e+04
## 1698  0.57486240  1.09  1.09   0.2 0.125   3.54290533 8e+06 2.047124e+04
## 1699  0.09358396  1.09  1.09   0.2 0.125   0.46681859 8e+06 3.291675e+03
## 1700  0.11257339  1.09  1.09   0.2 0.125   9.67768176 8e+06 4.643718e+03
## 1701  0.20121580  1.09  1.09   0.2 0.125   0.99199119 8e+06 8.041631e+03
## 1702  0.13001456  1.09  1.09   0.2 0.125   6.72697565 8e+06 8.589509e+03
## 1703  0.23284289  1.09  1.09   0.2 0.125   0.42554424 8e+06 6.148151e+03
## 1704  0.52228819  1.09  1.09   0.2 0.125   4.49822841 8e+06 7.375636e+03
## 1705  0.09417536  1.09  1.09   0.2 0.125   0.60157859 8e+06 1.898294e+04
## 1706  0.59820335  1.09  1.09   0.2 0.125   6.09882102 8e+06 3.144095e+04
## 1707  0.06514957  1.09  1.09   0.2 0.125   0.95887940 8e+06 1.936422e+04
## 1708  0.23152956  1.09  1.09   0.2 0.125  10.14636257 8e+06 2.353445e+04
## 1709  0.34700082  1.09  1.09   0.2 0.125   0.32220005 8e+06 5.144076e+03
## 1710  0.09695975  1.09  1.09   0.2 0.125   1.38858640 8e+06 6.072145e+03
## 1711  0.37438585  1.09  1.09   0.2 0.125   0.98415718 8e+06 1.136076e+04
## 1712  0.20975017  1.09  1.09   0.2 0.125   4.91827718 8e+06 1.415047e+04
## 1713  0.17033176  1.09  1.09   0.2 0.125   0.90414325 8e+06 1.053671e+03
## 1714  0.11500595  1.09  1.09   0.2 0.125   3.29668938 8e+06 1.335890e+03
## 1715  0.30212374  1.09  1.09   0.2 0.125   0.80040334 8e+06 1.626663e+04
## 1716  0.18227323  1.09  1.09   0.2 0.125   3.34915661 8e+06 2.530320e+04
## 1717  0.38385169  1.09  1.09   0.2 0.125   0.46369069 8e+06 3.240139e+02
## 1718  0.50800470  1.09  1.09   0.2 0.125   1.12216731 8e+06 3.395145e+02
## 1719  0.27255219  1.09  1.09   0.2 0.125   0.89441767 8e+06 5.333580e+02
## 1720  0.09964542  1.09  1.09   0.2 0.125  16.50093415 8e+06 4.378400e+02
## 1721  0.08111836  1.09  1.09   0.2 0.125   0.40084959 8e+06 2.771402e+03
## 1722  0.11099432  1.09  1.09   0.2 0.125  22.74157859 8e+06 4.467148e+03
## 1723  0.05298206  1.09  1.09   0.2 0.125   0.51977613 8e+06 5.160198e+03
## 1724  0.12322915  1.09  1.09   0.2 0.125   3.43229954 8e+06 8.827305e+03
## 1725  0.06798654  1.09  1.09   0.2 0.125   0.91716931 8e+06 1.497196e+04
## 1726  0.20229704  1.09  1.09   0.2 0.125   5.14692289 8e+06 1.179066e+04
## 1727  0.28017516  1.09  1.09   0.2 0.125   0.50074774 8e+06 1.394112e+04
## 1728  0.14078796  1.09  1.09   0.2 0.125   2.81723548 8e+06 1.681740e+04
## 1729  0.33193379  1.09  1.09   0.2 0.125   0.60250094 8e+06 1.744570e+04
## 1730  0.14761439  1.09  1.09   0.2 0.125  21.34375145 8e+06 2.681070e+04
## 1731  0.24281712  1.09  1.09   0.2 0.125   0.33999888 8e+06 4.993376e+03
## 1732  0.65775205  1.09  1.09   0.2 0.125   1.94361826 8e+06 7.654825e+03
## 1733  0.38025821  1.09  1.09   0.2 0.125   0.30428424 8e+06 6.618923e+03
## 1734  0.13285887  1.09  1.09   0.2 0.125   4.10804574 8e+06 1.295984e+04
## 1735  0.30403001  1.09  1.09   0.2 0.125   0.24257447 8e+06 1.742368e+04
## 1736  0.17849950  1.09  1.09   0.2 0.125   6.44264428 8e+06 1.760605e+04
## 1737  0.38805956  1.09  1.09   0.2 0.125   0.90474540 8e+06 1.225957e+04
## 1738  0.80682165  1.09  1.09   0.2 0.125   3.46563079 8e+06 1.386125e+04
## 1739  0.29541354  1.09  1.09   0.2 0.125   0.84593904 8e+06 2.493981e+03
## 1740  0.55081462  1.09  1.09   0.2 0.125   1.43693007 8e+06 3.978572e+03
## 1741  0.39041020  1.09  1.09   0.2 0.125   0.39040757 8e+06 1.140825e+04
## 1742  0.18190787  1.09  1.09   0.2 0.125   5.02572837 8e+06 1.891245e+04
## 1743  0.33287535  1.09  1.09   0.2 0.125   0.66508247 8e+06 1.527386e+04
## 1744  0.14907205  1.09  1.09   0.2 0.125   4.81211341 8e+06 2.522102e+04
## 1745  0.25367656  1.09  1.09   0.2 0.125   0.86050211 8e+06 9.827775e+03
## 1746  0.60050485  1.09  1.09   0.2 0.125   1.77364369 8e+06 1.487480e+04
## 1747  0.34973205  1.09  1.09   0.2 0.125   0.78029218 8e+06 1.682912e+03
## 1748  0.10943826  1.09  1.09   0.2 0.125   4.25386087 8e+06 2.296161e+03
## 1749  0.16238670  1.09  1.09   0.2 0.125   0.26118418 8e+06 1.870257e+04
## 1750  0.23764449  1.09  1.09   0.2 0.125   6.71315970 8e+06 1.366975e+04
## 1751  0.09573000  1.09  1.09   0.2 0.125   0.31151381 8e+06 1.702653e+04
## 1752  0.17962274  1.09  1.09   0.2 0.125   4.14531841 8e+06 2.523000e+04
## 1753  0.32722825  1.09  1.09   0.2 0.125   0.46207269 8e+06 1.985695e+04
## 1754  0.80730448  1.09  1.09   0.2 0.125   1.28235384 8e+06 2.319700e+04
## 1755  0.21737179  1.09  1.09   0.2 0.125   0.26338736 8e+06 5.083532e+03
## 1756  0.15710960  1.09  1.09   0.2 0.125   4.75250026 8e+06 8.491944e+03
## 1757  0.08777465  1.09  1.09   0.2 0.125   0.59295927 8e+06 1.449088e+04
## 1758  0.04811390  1.09  1.09   0.2 0.125  57.66052939 8e+06 2.900608e+04
## 1759  0.34661897  1.09  1.09   0.2 0.125   0.87089079 8e+06 8.615552e+03
## 1760  0.56870588  1.09  1.09   0.2 0.125   2.02958148 8e+06 1.758986e+04
## 1761  0.05471376  1.09  1.09   0.2 0.125   0.94830437 8e+06 9.959822e+03
## 1762  0.16020605  1.09  1.09   0.2 0.125   6.39408641 8e+06 2.293755e+04
## 1763  0.19294235  1.09  1.09   0.2 0.125   0.62528412 8e+06 1.106669e+04
## 1764  0.14154593  1.09  1.09   0.2 0.125   2.35468662 8e+06 2.123087e+04
## 1765  0.39502062  1.09  1.09   0.2 0.125   0.61850426 8e+06 1.746193e+04
## 1766  0.16860023  1.09  1.09   0.2 0.125   2.95375106 8e+06 2.833568e+04
## 1767  0.07044274  1.09  1.09   0.2 0.125   0.49763137 8e+06 1.715974e+03
## 1768  0.51218103  1.09  1.09   0.2 0.125   1.40653370 8e+06 1.532183e+03
## 1769  0.05229802  1.09  1.09   0.2 0.125   0.20456964 8e+06 5.082176e+01
## 1770  0.09804314  1.09  1.09   0.2 0.125   5.70149877 8e+06 5.557333e+01
## 1771  0.23726099  1.09  1.09   0.2 0.125   0.29269171 8e+06 1.137242e+04
## 1772  0.13777871  1.09  1.09   0.2 0.125   6.67863513 8e+06 2.062545e+04
## 1773  0.19029177  1.09  1.09   0.2 0.125   0.57254104 8e+06 1.432476e+04
## 1774  0.16761446  1.09  1.09   0.2 0.125  21.27236794 8e+06 2.489915e+04
## 1775  0.19108980  1.09  1.09   0.2 0.125   0.92177734 8e+06 1.738654e+04
## 1776  0.16598628  1.09  1.09   0.2 0.125  29.63743354 8e+06 3.321645e+04
## 1777  0.18915457  1.09  1.09   0.2 0.125   0.85179947 8e+06 1.056105e+04
## 1778  0.17690198  1.09  1.09   0.2 0.125   3.69405071 8e+06 1.092521e+04
## 1779  0.21941629  1.09  1.09   0.2 0.125   0.38690708 8e+06 9.569091e+03
## 1780  0.13717472  1.09  1.09   0.2 0.125   3.49611269 8e+06 1.595717e+04
## 1781  0.16447854  1.09  1.09   0.2 0.125   0.67954780 8e+06 1.948500e+04
## 1782  0.15186655  1.09  1.09   0.2 0.125 151.73218822 8e+06 2.295957e+04
## 1783  0.10212421  1.09  1.09   0.2 0.125   0.85090590 8e+06 1.362807e+04
## 1784  0.20903524  1.09  1.09   0.2 0.125   8.80373270 8e+06 1.613496e+04
## 1785  0.06277660  1.09  1.09   0.2 0.125   0.46524525 8e+06 1.701881e+03
## 1786  0.12961762  1.09  1.09   0.2 0.125   4.10569698 8e+06 2.851127e+03
## 1787  0.23496890  1.09  1.09   0.2 0.125   0.66483746 8e+06 9.296172e+03
## 1788  0.14559857  1.09  1.09   0.2 0.125   4.71082553 8e+06 1.808434e+04
## 1789  0.21797693  1.09  1.09   0.2 0.125   0.95778550 8e+06 1.173421e+04
## 1790  0.55827991  1.09  1.09   0.2 0.125   1.86732724 8e+06 1.679792e+04
## 1791  0.39210948  1.09  1.09   0.2 0.125   0.59990068 8e+06 7.855468e+03
## 1792  0.15688312  1.09  1.09   0.2 0.125   5.13800939 8e+06 1.325842e+04
## 1793  0.36151271  1.09  1.09   0.2 0.125   0.81130306 8e+06 8.940417e+03
## 1794  0.13627283  1.09  1.09   0.2 0.125  11.61034968 8e+06 1.251363e+04
## 1795  0.14636860  1.09  1.09   0.2 0.125   0.91796065 8e+06 3.958250e+03
## 1796  0.11377236  1.09  1.09   0.2 0.125   5.00580869 8e+06 6.362929e+03
## 1797  0.25244776  1.09  1.09   0.2 0.125   0.55685017 8e+06 1.268393e+04
## 1798  0.16198528  1.09  1.09   0.2 0.125  18.51588632 8e+06 1.986122e+04
## 1799  0.22235307  1.09  1.09   0.2 0.125   0.98671115 8e+06 1.096152e+04
## 1800  0.15135966  1.09  1.09   0.2 0.125  35.37214816 8e+06 2.002656e+04
## 1801  0.24835017  1.09  1.09   0.2 0.125   0.38785239 8e+06 1.833813e+04
## 1802  0.18063070  1.09  1.09   0.2 0.125   9.79606063 8e+06 2.564736e+04
## 1803  0.30981567  1.09  1.09   0.2 0.125   0.42805089 8e+06 1.759913e+04
## 1804  0.17126885  1.09  1.09   0.2 0.125  10.48729490 8e+06 2.547260e+04
## 1805  0.10769406  1.09  1.09   0.2 0.125   0.36915245 8e+06 1.480401e+04
## 1806  0.15337436  1.09  1.09   0.2 0.125   7.62768426 8e+06 2.297882e+04
## 1807  0.14595016  1.09  1.09   0.2 0.125   0.54245345 8e+06 1.798241e+04
## 1808  0.15108063  1.09  1.09   0.2 0.125   4.25486992 8e+06 2.958794e+04
## 1809  0.27194773  1.09  1.09   0.2 0.125   0.44233887 8e+06 3.776891e+02
## 1810  0.10564682  1.09  1.09   0.2 0.125   8.39612445 8e+06 4.571151e+02
## 1811  0.17721512  1.09  1.09   0.2 0.125   0.79807433 8e+06 1.001522e+04
## 1812  0.57629584  1.09  1.09   0.2 0.125   5.41117781 8e+06 1.573773e+04
## 1813  0.25002247  1.09  1.09   0.2 0.125   0.57948807 8e+06 1.426516e+04
## 1814  0.64099484  1.09  1.09   0.2 0.125   1.49925040 8e+06 2.684063e+04
## 1815  0.34797528  1.09  1.09   0.2 0.125   0.65227025 8e+06 6.410521e+03
## 1816  0.15430099  1.09  1.09   0.2 0.125   8.33369658 8e+06 1.211125e+04
## 1817  0.39138277  1.09  1.09   0.2 0.125   0.80115509 8e+06 1.739948e+03
## 1818  0.61104431  1.09  1.09   0.2 0.125   4.95498488 8e+06 2.581214e+03
## 1819  0.22950231  1.09  1.09   0.2 0.125   0.82455825 8e+06 1.266386e+04
## 1820  0.12923887  1.09  1.09   0.2 0.125   9.34288175 8e+06 2.432394e+04
## 1821  0.12050953  1.09  1.09   0.2 0.125   0.28113408 8e+06 7.475908e+03
## 1822  0.12234481  1.09  1.09   0.2 0.125   2.09564891 8e+06 9.322524e+03
## 1823  0.08505756  1.09  1.09   0.2 0.125   0.21933869 8e+06 1.793278e+04
## 1824  0.20261296  1.09  1.09   0.2 0.125   9.73364820 8e+06 2.491653e+04
## 1825  0.18486938  1.09  1.09   0.2 0.125   0.86676280 8e+06 2.269505e+03
## 1826  0.12717719  1.09  1.09   0.2 0.125   2.79083566 8e+06 3.525437e+03
## 1827  0.12913848  1.09  1.09   0.2 0.125   0.30258377 8e+06 2.230507e+03
## 1828  0.11004706  1.09  1.09   0.2 0.125   4.91587586 8e+06 3.128684e+03
## 1829  0.25542257  1.09  1.09   0.2 0.125   0.69466906 8e+06 1.779711e+04
## 1830  0.05814081  1.09  1.09   0.2 0.125   1.52169651 8e+06 4.052328e+04
## 1831  0.39798645  1.09  1.09   0.2 0.125   0.87598970 8e+06 8.508918e+03
## 1832  0.14420823  1.09  1.09   0.2 0.125   5.32035184 8e+06 1.337664e+04
## 1833  0.19659453  1.09  1.09   0.2 0.125   0.30546085 8e+06 8.046180e+03
## 1834  0.14452193  1.09  1.09   0.2 0.125   6.76195884 8e+06 1.438527e+04
## 1835  0.12088317  1.09  1.09   0.2 0.125   0.69013001 8e+06 1.090574e+04
## 1836  0.83090053  1.09  1.09   0.2 0.125   1.41960308 8e+06 1.233670e+04
## 1837  0.10786458  1.09  1.09   0.2 0.125   0.25235972 8e+06 1.381133e+04
## 1838  0.14960905  1.09  1.09   0.2 0.125   7.66361518 8e+06 2.213379e+04
## 1839  0.38019521  1.09  1.09   0.2 0.125   0.88353558 8e+06 1.677125e+04
## 1840  0.13933834  1.09  1.09   0.2 0.125   3.77431823 8e+06 2.123385e+04
## 1841  0.30313832  1.09  1.09   0.2 0.125   0.54076609 8e+06 6.586825e+03
## 1842  0.14732962  1.09  1.09   0.2 0.125   6.79878040 8e+06 1.076474e+04
## 1843  0.14433652  1.09  1.09   0.2 0.125   0.30363514 8e+06 1.912419e+04
## 1844  0.55055807  1.09  1.09   0.2 0.125   4.03776507 8e+06 2.013142e+04
## 1845  0.07736351  1.09  1.09   0.2 0.125   0.51891913 8e+06 7.313971e+03
## 1846  0.13539460  1.09  1.09   0.2 0.125   5.89722677 8e+06 1.089604e+04
## 1847  0.37224027  1.09  1.09   0.2 0.125   0.61802203 8e+06 6.188302e+03
## 1848  0.55186685  1.09  1.09   0.2 0.125   3.29872884 8e+06 9.957924e+03
## 1849  0.35495240  1.09  1.09   0.2 0.125   0.93733972 8e+06 4.988887e+03
## 1850  0.13306242  1.09  1.09   0.2 0.125   3.17223564 8e+06 1.048745e+04
## 1851  0.08385356  1.09  1.09   0.2 0.125   0.70550755 8e+06 1.099107e+03
## 1852  0.16778729  1.09  1.09   0.2 0.125   3.10475048 8e+06 1.941850e+03
## 1853  0.25331646  1.09  1.09   0.2 0.125   0.31462759 8e+06 8.758042e+03
## 1854  0.13715166  1.09  1.09   0.2 0.125  18.08586174 8e+06 1.387582e+04
## 1855  0.30005228  1.09  1.09   0.2 0.125   0.40836274 8e+06 1.857008e+04
## 1856  0.59383608  1.09  1.09   0.2 0.125   2.46921091 8e+06 3.022030e+04
## 1857  0.30870149  1.09  1.09   0.2 0.125   0.56989592 8e+06 1.496880e+04
## 1858  0.15952839  1.09  1.09   0.2 0.125   4.38405091 8e+06 2.254995e+04
## 1859  0.29273062  1.09  1.09   0.2 0.125   0.25351894 8e+06 4.682457e+03
## 1860  0.28371445  1.09  1.09   0.2 0.125   4.30532687 8e+06 8.517417e+03
## 1861  0.14966535  1.09  1.09   0.2 0.125   0.62749923 8e+06 4.414269e+03
## 1862  0.12969441  1.09  1.09   0.2 0.125  18.65173992 8e+06 8.507611e+03
## 1863  0.10930486  1.09  1.09   0.2 0.125   0.24437643 8e+06 8.582658e+03
## 1864  0.14733413  1.09  1.09   0.2 0.125  13.23740277 8e+06 1.632483e+04
## 1865  0.32885420  1.09  1.09   0.2 0.125   0.67344916 8e+06 4.976866e+03
## 1866  0.14240870  1.09  1.09   0.2 0.125   4.48902933 8e+06 8.068717e+03
## 1867  0.25403241  1.09  1.09   0.2 0.125   0.41879927 8e+06 1.349764e+04
## 1868  0.26510310  1.09  1.09   0.2 0.125   5.65822484 8e+06 9.877858e+03
## 1869  0.22072712  1.09  1.09   0.2 0.125   0.76049419 8e+06 1.702194e+04
## 1870  0.17813354  1.09  1.09   0.2 0.125  20.98814154 8e+06 2.029536e+04
## 1871  0.31655826  1.09  1.09   0.2 0.125   0.25782207 8e+06 2.292038e+03
## 1872  0.10022985  1.09  1.09   0.2 0.125   4.27473772 8e+06 2.668985e+03
## 1873  0.24809410  1.09  1.09   0.2 0.125   0.38164006 8e+06 5.167586e+03
## 1874  0.55000128  1.09  1.09   0.2 0.125   3.89867049 8e+06 6.704944e+03
## 1875  0.24080663  1.09  1.09   0.2 0.125   0.71770562 8e+06 7.341457e+03
## 1876  0.15194293  1.09  1.09   0.2 0.125   8.05559712 8e+06 1.389466e+04
## 1877  0.10097024  1.09  1.09   0.2 0.125   0.32153747 8e+06 1.874347e+04
## 1878  0.14263862  1.09  1.09   0.2 0.125   9.13183646 8e+06 3.281235e+04
## 1879  0.16062019  1.09  1.09   0.2 0.125   0.61047486 8e+06 1.226031e+03
## 1880  0.10461174  1.09  1.09   0.2 0.125   5.64091286 8e+06 1.651394e+03
## 1881  0.20502629  1.09  1.09   0.2 0.125   0.75482146 8e+06 1.126696e+04
## 1882  0.19806947  1.09  1.09   0.2 0.125   7.46401831 8e+06 1.296782e+04
## 1883  0.35890259  1.09  1.09   0.2 0.125   0.57484336 8e+06 5.796905e+03
## 1884  0.12955153  1.09  1.09   0.2 0.125  33.90822099 8e+06 9.277599e+03
## 1885  0.18506431  1.09  1.09   0.2 0.125   0.84011219 8e+06 3.738805e+03
## 1886  0.15115362  1.09  1.09   0.2 0.125   4.75357897 8e+06 7.780541e+03
## 1887  0.09387652  1.09  1.09   0.2 0.125   0.92158633 8e+06 1.086502e+04
## 1888  0.68884670  1.09  1.09   0.2 0.125  10.26247696 8e+06 1.340920e+04
## 1889  0.31684537  1.09  1.09   0.2 0.125   0.54502046 8e+06 1.609057e+02
## 1890  0.03904465  1.09  1.09   0.2 0.125   5.96210842 8e+06 1.732930e+02
## 1891  0.32635467  1.09  1.09   0.2 0.125   0.98200144 8e+06 1.181617e+04
## 1892  0.14633682  1.09  1.09   0.2 0.125   8.01320325 8e+06 2.342649e+04
## 1893  0.36688597  1.09  1.09   0.2 0.125   0.28785268 8e+06 1.863455e+04
## 1894  0.21348043  1.09  1.09   0.2 0.125  34.86086361 8e+06 2.054555e+04
## 1895  0.11976561  1.09  1.09   0.2 0.125   0.67267775 8e+06 1.709120e+04
## 1896  0.25115467  1.09  1.09   0.2 0.125   7.56304248 8e+06 1.024832e+04
## 1897  0.27621277  1.09  1.09   0.2 0.125   0.95737292 8e+06 1.447129e+04
## 1898  0.16148451  1.09  1.09   0.2 0.125   8.01302918 8e+06 2.111337e+04
## 1899  0.11129462  1.09  1.09   0.2 0.125   0.93668551 8e+06 1.303796e+04
## 1900  0.25504968  1.09  1.09   0.2 0.125   7.60640116 8e+06 1.494435e+04
## 1901  0.07010519  1.09  1.09   0.2 0.125   0.95426524 8e+06 1.608256e+04
## 1902  0.58987774  1.09  1.09   0.2 0.125   3.79394320 8e+06 2.599061e+04
## 1903  0.07890958  1.09  1.09   0.2 0.125   0.51381285 8e+06 1.998179e+04
## 1904  0.59137134  1.09  1.09   0.2 0.125   3.74294133 8e+06 3.387545e+04
## 1905  0.08483578  1.09  1.09   0.2 0.125   0.31348836 8e+06 1.986549e+04
## 1906  0.15651660  1.09  1.09   0.2 0.125   5.92426486 8e+06 3.276286e+04
## 1907  0.13863786  1.09  1.09   0.2 0.125   0.20646987 8e+06 7.562342e+03
## 1908  0.53277282  1.09  1.09   0.2 0.125   1.81430328 8e+06 1.065485e+04
## 1909  0.12267058  1.09  1.09   0.2 0.125   0.45500680 8e+06 7.636324e+03
## 1910  0.17861766  1.09  1.09   0.2 0.125   3.32596012 8e+06 1.195021e+04
## 1911  0.28073413  1.09  1.09   0.2 0.125   0.62717891 8e+06 8.181287e+03
## 1912  0.13553155  1.09  1.09   0.2 0.125   5.18306242 8e+06 1.122446e+04
## 1913  0.26312902  1.09  1.09   0.2 0.125   0.82289006 8e+06 1.818348e+03
## 1914  0.11842059  1.09  1.09   0.2 0.125   7.29983120 8e+06 2.211330e+03
## 1915  0.23597484  1.09  1.09   0.2 0.125   0.59315695 8e+06 1.987031e+04
## 1916  0.20298316  1.09  1.09   0.2 0.125   5.81644464 8e+06 2.304901e+04
## 1917  0.08410200  1.09  1.09   0.2 0.125   0.34305640 8e+06 3.519793e+03
## 1918  0.12574669  1.09  1.09   0.2 0.125   3.52975575 8e+06 7.083049e+03
## 1919  0.30874793  1.09  1.09   0.2 0.125   0.36976648 8e+06 1.147262e+04
## 1920  0.16316026  1.09  1.09   0.2 0.125   4.31164432 8e+06 1.848209e+04
## 1921  0.26420717  1.09  1.09   0.2 0.125   0.44724240 8e+06 1.006267e+04
## 1922  0.56518761  1.09  1.09   0.2 0.125   1.19352165 8e+06 1.094313e+04
## 1923  0.34029532  1.09  1.09   0.2 0.125   0.20191410 8e+06 1.134296e+04
## 1924  0.14839474  1.09  1.09   0.2 0.125  12.04674918 8e+06 1.496915e+04
## 1925  0.36626239  1.09  1.09   0.2 0.125   0.32166506 8e+06 1.047028e+04
## 1926  0.17733394  1.09  1.09   0.2 0.125   5.46907576 8e+06 1.586224e+04
## 1927  0.33464120  1.09  1.09   0.2 0.125   0.35321271 8e+06 1.214587e+04
## 1928  0.59716232  1.09  1.09   0.2 0.125   4.27651576 8e+06 2.750842e+04
## 1929  0.12447789  1.09  1.09   0.2 0.125   0.53694470 8e+06 1.575242e+04
## 1930  0.57468569  1.09  1.09   0.2 0.125   2.50898820 8e+06 2.208926e+04
## 1931  0.14948689  1.09  1.09   0.2 0.125   0.85987324 8e+06 7.778029e+03
## 1932  0.15317101  1.09  1.09   0.2 0.125  39.75042162 8e+06 1.106706e+04
## 1933  0.14309227  1.09  1.09   0.2 0.125   0.34280659 8e+06 1.149597e+04
## 1934  0.18530878  1.09  1.09   0.2 0.125   5.94432161 8e+06 2.005942e+04
## 1935  0.09959850  1.09  1.09   0.2 0.125   0.59745613 8e+06 1.832928e+04
## 1936  0.18488973  1.09  1.09   0.2 0.125   7.96155291 8e+06 3.305971e+04
## 1937  0.08548777  1.09  1.09   0.2 0.125   0.87823666 8e+06 1.921571e+04
## 1938  0.20068866  1.09  1.09   0.2 0.125  15.71015079 8e+06 3.120465e+04
## 1939  0.38244237  1.09  1.09   0.2 0.125   0.36387495 8e+06 5.089953e+03
## 1940  0.14457826  1.09  1.09   0.2 0.125  11.50346717 8e+06 8.846892e+03
## 1941  0.32931937  1.09  1.09   0.2 0.125   0.73871611 8e+06 7.680725e+03
## 1942  0.15455011  1.09  1.09   0.2 0.125   4.35666112 8e+06 9.631322e+03
## 1943  0.12385287  1.09  1.09   0.2 0.125   0.48240084 8e+06 1.466763e+04
## 1944  0.15248152  1.09  1.09   0.2 0.125  10.05794364 8e+06 2.197777e+04
## 1945  0.08701607  1.09  1.09   0.2 0.125   0.20219956 8e+06 4.974210e+03
## 1946  0.06556501  1.09  1.09   0.2 0.125   2.24644673 8e+06 6.629416e+03
## 1947  0.36054645  1.09  1.09   0.2 0.125   0.43479949 8e+06 1.270809e+04
## 1948  0.14360704  1.09  1.09   0.2 0.125   6.65104264 8e+06 2.411120e+04
## 1949  0.36936231  1.09  1.09   0.2 0.125   0.86591591 8e+06 5.616026e+03
## 1950  0.12653284  1.09  1.09   0.2 0.125   4.44759624 8e+06 9.836314e+03
## 1951  0.24105385  1.09  1.09   0.2 0.125   0.27892625 8e+06 1.023074e+04
## 1952  0.55048093  1.09  1.09   0.2 0.125   3.49135410 8e+06 1.308478e+04
## 1953  0.33813407  1.09  1.09   0.2 0.125   0.20682736 8e+06 1.118619e+04
## 1954  0.14782468  1.09  1.09   0.2 0.125  18.87575628 8e+06 1.689810e+04
## 1955  0.38710460  1.09  1.09   0.2 0.125   0.46494747 8e+06 1.991949e+04
## 1956  0.16527974  1.09  1.09   0.2 0.125   3.46986554 8e+06 2.644208e+04
## 1957  0.14716193  1.09  1.09   0.2 0.125   0.68339848 8e+06 7.686068e+03
## 1958  0.22958666  1.09  1.09   0.2 0.125   7.70165748 8e+06 9.244925e+03
## 1959  0.25486641  1.09  1.09   0.2 0.125   0.27945877 8e+06 1.910401e+04
## 1960  0.15072836  1.09  1.09   0.2 0.125   7.53383321 8e+06 3.319904e+04
## 1961  0.12474009  1.09  1.09   0.2 0.125   0.37404503 8e+06 1.378991e+04
## 1962  0.18796172  1.09  1.09   0.2 0.125   1.53940657 8e+06 1.091291e+04
## 1963  0.08105889  1.09  1.09   0.2 0.125   0.55599898 8e+06 1.586838e+04
## 1964  0.72352530  1.09  1.09   0.2 0.125   3.36159213 8e+06 2.126049e+04
## 1965  0.35901881  1.09  1.09   0.2 0.125   0.22799929 8e+06 7.917613e+03
## 1966  0.13735955  1.09  1.09   0.2 0.125   5.88890938 8e+06 1.498784e+04
## 1967  0.22928898  1.09  1.09   0.2 0.125   0.26203573 8e+06 1.100520e+04
## 1968  0.13671855  1.09  1.09   0.2 0.125  13.34626321 8e+06 2.128750e+04
## 1969  0.10751759  1.09  1.09   0.2 0.125   0.95462938 8e+06 1.697389e+04
## 1970  0.74169221  1.09  1.09   0.2 0.125   6.08560625 8e+06 2.077208e+04
## 1971  0.16319595  1.09  1.09   0.2 0.125   0.58410999 8e+06 9.870561e+02
## 1972  0.10899427  1.09  1.09   0.2 0.125   4.36971012 8e+06 1.164078e+03
## 1973  0.11113718  1.09  1.09   0.2 0.125   0.75711337 8e+06 8.440592e+03
## 1974  0.20710430  1.09  1.09   0.2 0.125   6.01436110 8e+06 1.042072e+04
## 1975  0.20331583  1.09  1.09   0.2 0.125   0.69636819 8e+06 1.712976e+04
## 1976  0.15682560  1.09  1.09   0.2 0.125   6.21109403 8e+06 2.228628e+04
## 1977  0.37982328  1.09  1.09   0.2 0.125   0.71517027 8e+06 4.967873e+03
## 1978  0.54011788  1.09  1.09   0.2 0.125   1.41246830 8e+06 7.822955e+03
## 1979  0.10706195  1.09  1.09   0.2 0.125   0.54908131 8e+06 9.586391e+03
## 1980  0.30406361  1.09  1.09   0.2 0.125   2.63070210 8e+06 1.020226e+04
## 1981  0.14865743  1.09  1.09   0.2 0.125   0.33867705 8e+06 7.649770e+03
## 1982  0.16519191  1.09  1.09   0.2 0.125   5.08704748 8e+06 1.064590e+04
## 1983  0.06428707  1.09  1.09   0.2 0.125   0.34869077 8e+06 1.026089e+04
## 1984  0.57844900  1.09  1.09   0.2 0.125   1.43692394 8e+06 1.529530e+04
## 1985  0.07433370  1.09  1.09   0.2 0.125   0.96093176 8e+06 1.757511e+04
## 1986  0.16973752  1.09  1.09   0.2 0.125   5.05962741 8e+06 3.068236e+04
## 1987  0.09914834  1.09  1.09   0.2 0.125   0.86150677 8e+06 1.893363e+04
## 1988  0.58863864  1.09  1.09   0.2 0.125  10.59824420 8e+06 2.742242e+04
## 1989  0.33714861  1.09  1.09   0.2 0.125   0.83791873 8e+06 1.553842e+04
## 1990  0.56272507  1.09  1.09   0.2 0.125   7.23011199 8e+06 1.926288e+04
## 1991  0.37015387  1.09  1.09   0.2 0.125   0.28191687 8e+06 5.157640e+03
## 1992  0.14457303  1.09  1.09   0.2 0.125   3.88993382 8e+06 1.085348e+04
## 1993  0.30380393  1.09  1.09   0.2 0.125   0.59810118 8e+06 1.975027e+04
## 1994  0.61331852  1.09  1.09   0.2 0.125   2.56752565 8e+06 3.735877e+04
## 1995  0.35586626  1.09  1.09   0.2 0.125   0.96307594 8e+06 1.135229e+04
## 1996  0.15438180  1.09  1.09   0.2 0.125   6.19332469 8e+06 1.769619e+04
## 1997  0.22660331  1.09  1.09   0.2 0.125   0.87352881 8e+06 3.781114e+03
## 1998  0.61267376  1.09  1.09   0.2 0.125   1.21361966 8e+06 5.238609e+03
## 1999  0.08392501  1.09  1.09   0.2 0.125   0.37529416 8e+06 6.258357e+03
## 2000  0.16348856  1.09  1.09   0.2 0.125   9.15511941 8e+06 1.067098e+04
## 2001  0.30570167  1.09  1.09   0.2 0.125   0.44816456 8e+06 1.324912e+04
## 2002  0.14678520  1.09  1.09   0.2 0.125   3.61078491 8e+06 2.376466e+04
## 2003  0.10919017  1.09  1.09   0.2 0.125   0.52784364 8e+06 3.461307e+03
## 2004  0.13091386  1.09  1.09   0.2 0.125   5.77261402 8e+06 6.986940e+03
## 2005  0.30466923  1.09  1.09   0.2 0.125   0.56771801 8e+06 9.351637e+03
## 2006  0.19888642  1.09  1.09   0.2 0.125   7.34003059 8e+06 1.038911e+04
## 2007  0.27008731  1.09  1.09   0.2 0.125   0.71027292 8e+06 4.627852e+03
## 2008  0.11687124  1.09  1.09   0.2 0.125   4.69520230 8e+06 7.050818e+03
## 2009  0.36856727  1.09  1.09   0.2 0.125   0.54746706 8e+06 1.513009e+04
## 2010  0.16134630  1.09  1.09   0.2 0.125  10.64380697 8e+06 2.281402e+04
## 2011  0.15244759  1.09  1.09   0.2 0.125   0.57920217 8e+06 4.058905e+03
## 2012  0.03300234  1.09  1.09   0.2 0.125   0.27466792 8e+06 5.919065e+03
## 2013  0.20113623  1.09  1.09   0.2 0.125   0.45859200 8e+06 6.064916e+03
## 2014  0.12617208  1.09  1.09   0.2 0.125  13.41467791 8e+06 9.729992e+03
## 2015  0.05067592  1.09  1.09   0.2 0.125   0.48217539 8e+06 1.340168e+04
## 2016  0.14862339  1.09  1.09   0.2 0.125  14.48063841 8e+06 2.785812e+04
## 2017  0.19261628  1.09  1.09   0.2 0.125   0.70210273 8e+06 7.746116e+03
## 2018  0.13933139  1.09  1.09   0.2 0.125   7.42105584 8e+06 1.210779e+04
## 2019  0.06969133  1.09  1.09   0.2 0.125   0.37600682 8e+06 1.409583e+04
## 2020  0.17342511  1.09  1.09   0.2 0.125   6.84632133 8e+06 2.410561e+04
## 2021  0.21913669  1.09  1.09   0.2 0.125   0.67164093 8e+06 1.235471e+04
## 2022  0.14436090  1.09  1.09   0.2 0.125  13.18662060 8e+06 1.870730e+04
## 2023  0.15076661  1.09  1.09   0.2 0.125   0.89069927 8e+06 5.575399e+03
## 2024  0.13124098  1.09  1.09   0.2 0.125   7.31492280 8e+06 8.607402e+03
## 2025  0.19991892  1.09  1.09   0.2 0.125   0.68328014 8e+06 7.876949e+03
## 2026  0.13211831  1.09  1.09   0.2 0.125   4.15612775 8e+06 1.287565e+04
## 2027  0.33885812  1.09  1.09   0.2 0.125   0.66523539 8e+06 1.970345e+04
## 2028  0.15231483  1.09  1.09   0.2 0.125   5.71461099 8e+06 3.349094e+04
## 2029  0.30125470  1.09  1.09   0.2 0.125   0.69717376 8e+06 1.146438e+04
## 2030  0.05057765  1.09  1.09   0.2 0.125   4.21613734 8e+06 1.291332e+04
## 2031  0.38640941  1.09  1.09   0.2 0.125   0.51781478 8e+06 1.250057e+04
## 2032  0.57757759  1.09  1.09   0.2 0.125   9.90761397 8e+06 2.337938e+04
## 2033  0.36026924  1.09  1.09   0.2 0.125   0.82836535 8e+06 8.663332e+03
## 2034  0.14172840  1.09  1.09   0.2 0.125   4.24019324 8e+06 1.436221e+04
## 2035  0.17491763  1.09  1.09   0.2 0.125   0.49304042 8e+06 1.929796e+04
## 2036  0.17532412  1.09  1.09   0.2 0.125  10.03296565 8e+06 2.485026e+04
## 2037  0.26934251  1.09  1.09   0.2 0.125   0.58105511 8e+06 1.595342e+04
## 2038  0.15819140  1.09  1.09   0.2 0.125   1.90822669 8e+06 2.853303e+04
## 2039  0.38410947  1.09  1.09   0.2 0.125   0.47096918 8e+06 1.845088e+04
## 2040  0.16737561  1.09  1.09   0.2 0.125  11.37158257 8e+06 2.595670e+04
## 2041  0.25201973  1.09  1.09   0.2 0.125   0.93487169 8e+06 1.052416e+04
## 2042  0.14166562  1.09  1.09   0.2 0.125   3.32098685 8e+06 1.681520e+04
## 2043  0.18970937  1.09  1.09   0.2 0.125   0.33018901 8e+06 2.887081e+03
## 2044  0.11929969  1.09  1.09   0.2 0.125   4.72712441 8e+06 4.543514e+03
## 2045  0.14239486  1.09  1.09   0.2 0.125   0.73813281 8e+06 2.046094e+03
## 2046  0.10032111  1.09  1.09   0.2 0.125   4.60391399 8e+06 3.225826e+03
## 2047  0.23060935  1.09  1.09   0.2 0.125   0.58778044 8e+06 1.299829e+04
## 2048  0.18312104  1.09  1.09   0.2 0.125   7.71933171 8e+06 1.546448e+04
## 2049  0.16058846  1.09  1.09   0.2 0.125   0.35261568 8e+06 1.804251e+03
## 2050  0.14067798  1.09  1.09   0.2 0.125   4.03751810 8e+06 1.510831e+03
## 2051  0.13550887  1.09  1.09   0.2 0.125   0.79804752 8e+06 3.069512e+03
## 2052  0.11696010  1.09  1.09   0.2 0.125   5.53763123 8e+06 4.344765e+03
## 2053  0.31267476  1.09  1.09   0.2 0.125   0.53490151 8e+06 8.968436e+03
## 2054  0.14271872  1.09  1.09   0.2 0.125   5.83130858 8e+06 1.467083e+04
## 2055  0.11810044  1.09  1.09   0.2 0.125   0.21604815 8e+06 3.262066e+03
## 2056  0.54094001  1.09  1.09   0.2 0.125  12.92790004 8e+06 4.296648e+03
## 2057  0.09913763  1.09  1.09   0.2 0.125   0.41838398 8e+06 4.025140e+03
## 2058  0.12121948  1.09  1.09   0.2 0.125   6.78958023 8e+06 6.214383e+03
## 2059  0.17505645  1.09  1.09   0.2 0.125   0.22714008 8e+06 4.375571e+02
## 2060  0.10866956  1.09  1.09   0.2 0.125   8.87830717 8e+06 5.172878e+02
## 2061  0.14936197  1.09  1.09   0.2 0.125   0.73280415 8e+06 1.620832e+04
## 2062  0.20583741  1.09  1.09   0.2 0.125  10.39555860 8e+06 2.711036e+04
## 2063  0.09426627  1.09  1.09   0.2 0.125   0.65319134 8e+06 1.426823e+04
## 2064  0.64803233  1.09  1.09   0.2 0.125   1.44447222 8e+06 2.592537e+04
## 2065  0.13113213  1.09  1.09   0.2 0.125   0.51427601 8e+06 1.516926e+04
## 2066  0.18326490  1.09  1.09   0.2 0.125   4.94837224 8e+06 2.288742e+04
## 2067  0.37136171  1.09  1.09   0.2 0.125   0.30194279 8e+06 1.050388e+04
## 2068  0.14991090  1.09  1.09   0.2 0.125  11.90186668 8e+06 1.503700e+04
## 2069  0.23005009  1.09  1.09   0.2 0.125   0.73664906 8e+06 2.850160e+03
## 2070  0.12340238  1.09  1.09   0.2 0.125   8.92972541 8e+06 4.427220e+03
## 2071  0.07001871  1.09  1.09   0.2 0.125   0.38421966 8e+06 1.457256e+04
## 2072  0.22875111  1.09  1.09   0.2 0.125   7.21948111 8e+06 1.171803e+04
## 2073  0.38281851  1.09  1.09   0.2 0.125   0.66759163 8e+06 2.047726e+03
## 2074  0.12613974  1.09  1.09   0.2 0.125   3.81204898 8e+06 3.838587e+03
## 2075  0.10339168  1.09  1.09   0.2 0.125   0.62925378 8e+06 1.831864e+04
## 2076  0.08484176  1.09  1.09   0.2 0.125   9.21042458 8e+06 1.639003e+04
## 2077  0.09968559  1.09  1.09   0.2 0.125   0.81983695 8e+06 9.880218e+03
## 2078  0.14048772  1.09  1.09   0.2 0.125  13.44607383 8e+06 1.362729e+04
## 2079  0.08429369  1.09  1.09   0.2 0.125   0.93809336 8e+06 1.550412e+04
## 2080  0.18415035  1.09  1.09   0.2 0.125   7.05843839 8e+06 2.845799e+04
## 2081  0.31714132  1.09  1.09   0.2 0.125   0.69490910 8e+06 5.865569e+03
## 2082  0.13939930  1.09  1.09   0.2 0.125  16.82180123 8e+06 1.050388e+04
## 2083  0.16020486  1.09  1.09   0.2 0.125   0.54548369 8e+06 1.566235e+04
## 2084  0.16090374  1.09  1.09   0.2 0.125   7.30239077 8e+06 2.744942e+04
## 2085  0.35631610  1.09  1.09   0.2 0.125   0.27308989 8e+06 1.839094e+04
## 2086  0.26734221  1.09  1.09   0.2 0.125  19.75078211 8e+06 1.068655e+04
## 2087  0.31050906  1.09  1.09   0.2 0.125   0.49642392 8e+06 2.184245e+03
## 2088  0.11577652  1.09  1.09   0.2 0.125   6.55486339 8e+06 3.230237e+03
## 2089  0.34539276  1.09  1.09   0.2 0.125   0.64868539 8e+06 1.039358e+04
## 2090  0.55596388  1.09  1.09   0.2 0.125   4.78710755 8e+06 1.336150e+04
## 2091  0.38011130  1.09  1.09   0.2 0.125   0.61623899 8e+06 7.206316e+03
## 2092  0.12997572  1.09  1.09   0.2 0.125   3.35919667 8e+06 1.174088e+04
## 2093  0.34598195  1.09  1.09   0.2 0.125   0.86062207 8e+06 5.433785e+03
## 2094  0.59638718  1.09  1.09   0.2 0.125   1.42707865 8e+06 6.255659e+03
## 2095  0.27527637  1.09  1.09   0.2 0.125   0.95320334 8e+06 1.180337e+04
## 2096  0.15667525  1.09  1.09   0.2 0.125  14.20759344 8e+06 1.493101e+04
## 2097  0.33950276  1.09  1.09   0.2 0.125   0.93937397 8e+06 4.359586e+02
## 2098  0.11567804  1.09  1.09   0.2 0.125   6.62738189 8e+06 5.909678e+02
## 2099  0.13990128  1.09  1.09   0.2 0.125   0.93757902 8e+06 2.460013e+03
## 2100  0.20456400  1.09  1.09   0.2 0.125   7.75417136 8e+06 5.787230e+03
## 2101  0.34591597  1.09  1.09   0.2 0.125   0.92432454 8e+06 1.578190e+02
## 2102  0.50541778  1.09  1.09   0.2 0.125   1.43149772 8e+06 1.928132e+02
## 2103  0.11221879  1.09  1.09   0.2 0.125   0.69409825 8e+06 1.041364e+04
## 2104  0.14537193  1.09  1.09   0.2 0.125   5.65873941 8e+06 1.735816e+04
## 2105  0.38425418  1.09  1.09   0.2 0.125   0.99951405 8e+06 6.352339e+03
## 2106  0.13011590  1.09  1.09   0.2 0.125  14.10948739 8e+06 7.415407e+03
## 2107  0.13556806  1.09  1.09   0.2 0.125   0.49191814 8e+06 7.671388e+02
## 2108  0.60150558  1.09  1.09   0.2 0.125  26.16851385 8e+06 6.593408e+02
## 2109  0.33607201  1.09  1.09   0.2 0.125   0.47879647 8e+06 5.818397e+03
## 2110  0.14611789  1.09  1.09   0.2 0.125   6.40410664 8e+06 9.847263e+03
## 2111  0.06610246  1.09  1.09   0.2 0.125   0.60033417 8e+06 1.259332e+04
## 2112  0.22194064  1.09  1.09   0.2 0.125  10.69185692 8e+06 1.376756e+04
## 2113  0.33258940  1.09  1.09   0.2 0.125   0.33972346 8e+06 1.817562e+04
## 2114  0.16391031  1.09  1.09   0.2 0.125   5.83833435 8e+06 2.703754e+04
## 2115  0.17390724  1.09  1.09   0.2 0.125   0.25933991 8e+06 1.290298e+04
## 2116  0.57909915  1.09  1.09   0.2 0.125   8.55757389 8e+06 2.570981e+04
## 2117  0.17757130  1.09  1.09   0.2 0.125   0.53025560 8e+06 1.615131e+04
## 2118  0.22040147  1.09  1.09   0.2 0.125  15.22164794 8e+06 1.484721e+04
## 2119  0.35503374  1.09  1.09   0.2 0.125   0.26928138 8e+06 1.129594e+04
## 2120  0.12481784  1.09  1.09   0.2 0.125   6.70250603 8e+06 1.944241e+04
## 2121  0.30375125  1.09  1.09   0.2 0.125   0.39412221 8e+06 1.250709e+04
## 2122  0.13706122  1.09  1.09   0.2 0.125   6.73361125 8e+06 1.941529e+04
## 2123  0.07073314  1.09  1.09   0.2 0.125   0.77431846 8e+06 1.946527e+04
## 2124  0.21465661  1.09  1.09   0.2 0.125   6.23017777 8e+06 2.430192e+04
## 2125  0.19077334  1.09  1.09   0.2 0.125   0.96425236 8e+06 1.112033e+04
## 2126  0.16562290  1.09  1.09   0.2 0.125   5.82294838 8e+06 1.343642e+04
## 2127  0.20705498  1.09  1.09   0.2 0.125   0.75349531 8e+06 1.253654e+04
## 2128  0.14096491  1.09  1.09   0.2 0.125  11.04743239 8e+06 1.618018e+04
## 2129  0.11272396  1.09  1.09   0.2 0.125   0.84700800 8e+06 1.828092e+04
## 2130  0.20595847  1.09  1.09   0.2 0.125  10.40979257 8e+06 1.763953e+04
## 2131  0.15722570  1.09  1.09   0.2 0.125   0.28855412 8e+06 1.253420e+04
## 2132  0.14814979  1.09  1.09   0.2 0.125  14.98276865 8e+06 2.085079e+04
## 2133  0.39004772  1.09  1.09   0.2 0.125   0.42405099 8e+06 1.059879e+04
## 2134  0.57273137  1.09  1.09   0.2 0.125   1.91133452 8e+06 1.507193e+04
## 2135  0.23477622  1.09  1.09   0.2 0.125   0.33232946 8e+06 9.120283e+03
## 2136  0.13271867  1.09  1.09   0.2 0.125   5.37103463 8e+06 1.326698e+04
## 2137  0.09544319  1.09  1.09   0.2 0.125   0.52581148 8e+06 1.209266e+04
## 2138  0.06799996  1.09  1.09   0.2 0.125   4.38133128 8e+06 1.103050e+04
## 2139  0.25405692  1.09  1.09   0.2 0.125   0.82124107 8e+06 1.491902e+04
## 2140  0.16722164  1.09  1.09   0.2 0.125  10.81573040 8e+06 2.481623e+04
## 2141  0.32464638  1.09  1.09   0.2 0.125   0.51423523 8e+06 1.951904e+04
## 2142  0.59692689  1.09  1.09   0.2 0.125   5.23933763 8e+06 3.165385e+04
## 2143  0.37498212  1.09  1.09   0.2 0.125   0.82791145 8e+06 1.570577e+03
## 2144  0.11660884  1.09  1.09   0.2 0.125   5.34875275 8e+06 2.500322e+03
## 2145  0.34554308  1.09  1.09   0.2 0.125   0.62000215 8e+06 1.174261e+04
## 2146  0.16753766  1.09  1.09   0.2 0.125   6.98472526 8e+06 2.137772e+04
## 2147  0.18184467  1.09  1.09   0.2 0.125   0.83488312 8e+06 1.541087e+04
## 2148  0.16287977  1.09  1.09   0.2 0.125   2.77884293 8e+06 2.781072e+04
## 2149  0.34677128  1.09  1.09   0.2 0.125   0.48472688 8e+06 1.481554e+04
## 2150  0.26889778  1.09  1.09   0.2 0.125   4.37992479 8e+06 1.053703e+04
## 2151  0.15806431  1.09  1.09   0.2 0.125   0.56209602 8e+06 2.502836e+03
## 2152  0.64620565  1.09  1.09   0.2 0.125   2.10328822 8e+06 3.679075e+03
## 2153  0.25327648  1.09  1.09   0.2 0.125   0.37806370 8e+06 1.700340e+03
## 2154  0.27298322  1.09  1.09   0.2 0.125   0.81466342 8e+06 1.931166e+03
## 2155  0.21477568  1.09  1.09   0.2 0.125   0.88499307 8e+06 1.969121e+04
## 2156  0.16847957  1.09  1.09   0.2 0.125   7.04194665 8e+06 3.047875e+04
## 2157  0.19534347  1.09  1.09   0.2 0.125   0.39479351 8e+06 1.544600e+04
## 2158  0.17778689  1.09  1.09   0.2 0.125  16.18324646 8e+06 1.855806e+04
## 2159  0.20416747  1.09  1.09   0.2 0.125   0.55410302 8e+06 1.435681e+04
## 2160  0.16009754  1.09  1.09   0.2 0.125   5.38182395 8e+06 2.162564e+04
## 2161  0.11359962  1.09  1.09   0.2 0.125   0.46931034 8e+06 9.866661e+03
## 2162  0.20164845  1.09  1.09   0.2 0.125   6.26311517 8e+06 1.105172e+04
## 2163  0.09085029  1.09  1.09   0.2 0.125   0.52927663 8e+06 1.187327e+04
## 2164  0.19272730  1.09  1.09   0.2 0.125   4.70743132 8e+06 1.423790e+04
## 2165  0.37606365  1.09  1.09   0.2 0.125   0.56076884 8e+06 1.492422e+04
## 2166  0.15800473  1.09  1.09   0.2 0.125   3.67265287 8e+06 2.720782e+04
## 2167  0.19578954  1.09  1.09   0.2 0.125   0.87060484 8e+06 9.885683e+03
## 2168  0.12536136  1.09  1.09   0.2 0.125   2.27982543 8e+06 1.193857e+04
## 2169  0.13619058  1.09  1.09   0.2 0.125   0.26238653 8e+06 1.923526e+04
## 2170  0.12471990  1.09  1.09   0.2 0.125   5.10631603 8e+06 2.621985e+04
## 2171  0.09647595  1.09  1.09   0.2 0.125   0.20787280 8e+06 6.098500e+03
## 2172  0.16977530  1.09  1.09   0.2 0.125   6.42470999 8e+06 1.067806e+04
## 2173  0.39057611  1.09  1.09   0.2 0.125   0.82948707 8e+06 1.053844e+04
## 2174  0.16168319  1.09  1.09   0.2 0.125  21.20229987 8e+06 1.689867e+04
## 2175  0.39288869  1.09  1.09   0.2 0.125   0.34593669 8e+06 1.273045e+04
## 2176  0.24713207  1.09  1.09   0.2 0.125   6.71444443 8e+06 9.656943e+03
## 2177  0.24943514  1.09  1.09   0.2 0.125   0.28557986 8e+06 1.944281e+04
## 2178  0.42277303  1.09  1.09   0.2 0.125   0.87809839 8e+06 4.429614e+04
## 2179  0.38245935  1.09  1.09   0.2 0.125   0.51221314 8e+06 4.213180e+03
## 2180  0.53516279  1.09  1.09   0.2 0.125   1.50575185 8e+06 4.561006e+03
## 2181  0.12831148  1.09  1.09   0.2 0.125   0.74933991 8e+06 1.151199e+04
## 2182  0.15590291  1.09  1.09   0.2 0.125   2.82115921 8e+06 2.398052e+04
## 2183  0.23699862  1.09  1.09   0.2 0.125   0.69427513 8e+06 1.555856e+04
## 2184  0.16935640  1.09  1.09   0.2 0.125  13.88324054 8e+06 2.230765e+04
## 2185  0.21841632  1.09  1.09   0.2 0.125   0.87577296 8e+06 8.161187e+03
## 2186  0.56257017  1.09  1.09   0.2 0.125   1.59406016 8e+06 1.512795e+04
## 2187  0.32611534  1.09  1.09   0.2 0.125   0.51712472 8e+06 6.474151e+03
## 2188  0.15061691  1.09  1.09   0.2 0.125   5.37143683 8e+06 1.280515e+04
## 2189  0.27449729  1.09  1.09   0.2 0.125   0.95410758 8e+06 1.156802e+04
## 2190  0.25239498  1.09  1.09   0.2 0.125   7.14037269 8e+06 9.684459e+03
## 2191  0.34521484  1.09  1.09   0.2 0.125   0.89843007 8e+06 1.354819e+04
## 2192  0.15597566  1.09  1.09   0.2 0.125   5.19479644 8e+06 2.121307e+04
## 2193  0.22545449  1.09  1.09   0.2 0.125   0.81448430 8e+06 6.952576e+03
## 2194  0.14863817  1.09  1.09   0.2 0.125   5.10938343 8e+06 1.207933e+04
## 2195  0.19863873  1.09  1.09   0.2 0.125   0.80967433 8e+06 6.470693e+03
## 2196  0.13997892  1.09  1.09   0.2 0.125   5.50682948 8e+06 1.019793e+04
## 2197  0.34164386  1.09  1.09   0.2 0.125   0.51467488 8e+06 4.083376e+03
## 2198  0.04166604  1.09  1.09   0.2 0.125   5.44744451 8e+06 4.480547e+03
## 2199  0.27398297  1.09  1.09   0.2 0.125   0.41183299 8e+06 1.530042e+03
## 2200  0.21805192  1.09  1.09   0.2 0.125   1.79262342 8e+06 2.866556e+03
## 2201  0.25278878  1.09  1.09   0.2 0.125   0.85762304 8e+06 1.969067e+04
## 2202  0.14816163  1.09  1.09   0.2 0.125   3.44627513 8e+06 3.817740e+04
## 2203  0.11890544  1.09  1.09   0.2 0.125   0.85086721 8e+06 2.067739e+03
## 2204  0.11491557  1.09  1.09   0.2 0.125   6.35503555 8e+06 3.029829e+03
## 2205  0.08878817  1.09  1.09   0.2 0.125   0.44282749 8e+06 9.835267e+03
## 2206  0.13694547  1.09  1.09   0.2 0.125  34.73367025 8e+06 1.374656e+04
## 2207  0.24381590  1.09  1.09   0.2 0.125   0.70495719 8e+06 1.733365e+04
## 2208  0.58730064  1.09  1.09   0.2 0.125   1.80572599 8e+06 3.335363e+04
## 2209  0.14360029  1.09  1.09   0.2 0.125   0.58161683 8e+06 1.886600e+03
## 2210  0.51531851  1.09  1.09   0.2 0.125   1.58177961 8e+06 2.748369e+03
## 2211  0.27566153  1.09  1.09   0.2 0.125   0.67492442 8e+06 1.492497e+04
## 2212  0.20807126  1.09  1.09   0.2 0.125   6.40876430 8e+06 1.610655e+04
## 2213  0.19004355  1.09  1.09   0.2 0.125   0.99900722 8e+06 5.916942e+03
## 2214  0.20005657  1.09  1.09   0.2 0.125   7.38747960 8e+06 7.566812e+03
## 2215  0.26188844  1.09  1.09   0.2 0.125   0.96342416 8e+06 7.270252e+03
## 2216  0.12459843  1.09  1.09   0.2 0.125   5.42958195 8e+06 1.168140e+04
## 2217  0.07304055  1.09  1.09   0.2 0.125   0.48795544 8e+06 8.072850e+03
## 2218  0.58245449  1.09  1.09   0.2 0.125   2.41694580 8e+06 1.380461e+04
## 2219  0.34393611  1.09  1.09   0.2 0.125   0.90153036 8e+06 9.464846e+03
## 2220  0.14064073  1.09  1.09   0.2 0.125   7.15943511 8e+06 1.451244e+04
## 2221  0.24789732  1.09  1.09   0.2 0.125   0.31450138 8e+06 4.300635e+03
## 2222  0.12580928  1.09  1.09   0.2 0.125   9.27129465 8e+06 7.045097e+03
## 2223  0.33994708  1.09  1.09   0.2 0.125   0.72748650 8e+06 5.301604e+03
## 2224  0.12380454  1.09  1.09   0.2 0.125   7.73741907 8e+06 8.109829e+03
## 2225  0.06171641  1.09  1.09   0.2 0.125   0.38626054 8e+06 1.284807e+04
## 2226  0.19147650  1.09  1.09   0.2 0.125   7.37427678 8e+06 2.227089e+04
## 2227  0.19915407  1.09  1.09   0.2 0.125   0.80684034 8e+06 9.768209e+03
## 2228  0.56626259  1.09  1.09   0.2 0.125   3.15491368 8e+06 1.558526e+04
## 2229  0.13084180  1.09  1.09   0.2 0.125   0.73042945 8e+06 3.854554e+03
## 2230  0.55196108  1.09  1.09   0.2 0.125   8.75666569 8e+06 5.154370e+03
## 2231  0.10492004  1.09  1.09   0.2 0.125   0.90670146 8e+06 1.494745e+04
## 2232  0.72921677  1.09  1.09   0.2 0.125   5.35020252 8e+06 2.452851e+04
## 2233  0.07089073  1.09  1.09   0.2 0.125   0.28306664 8e+06 1.833690e+04
## 2234  0.14336169  1.09  1.09   0.2 0.125  16.62169590 8e+06 2.814427e+04
## 2235  0.36735247  1.09  1.09   0.2 0.125   0.50326620 8e+06 6.926385e+03
## 2236  0.20535156  1.09  1.09   0.2 0.125   9.09977323 8e+06 9.241815e+03
## 2237  0.37107556  1.09  1.09   0.2 0.125   0.35780937 8e+06 9.878561e+03
## 2238  0.12602820  1.09  1.09   0.2 0.125   7.01347378 8e+06 1.630199e+04
## 2239  0.17372086  1.09  1.09   0.2 0.125   0.36186557 8e+06 8.557504e+03
## 2240  0.16938948  1.09  1.09   0.2 0.125   5.00867905 8e+06 1.269730e+04
## 2241  0.11435201  1.09  1.09   0.2 0.125   0.79775604 8e+06 8.916030e+03
## 2242  0.12811955  1.09  1.09   0.2 0.125   3.67804155 8e+06 1.542548e+04
## 2243  0.25187911  1.09  1.09   0.2 0.125   0.46049390 8e+06 6.710962e+03
## 2244  0.15382580  1.09  1.09   0.2 0.125   3.67532378 8e+06 9.855608e+03
## 2245  0.22740711  1.09  1.09   0.2 0.125   0.85974132 8e+06 1.105508e+04
## 2246  0.14088806  1.09  1.09   0.2 0.125   8.70189170 8e+06 1.942329e+04
## 2247  0.27558502  1.09  1.09   0.2 0.125   0.54387863 8e+06 1.231868e+04
## 2248  0.17302152  1.09  1.09   0.2 0.125  12.46328495 8e+06 1.466286e+04
## 2249  0.25506220  1.09  1.09   0.2 0.125   0.77340950 8e+06 8.265615e+03
## 2250  0.16139757  1.09  1.09   0.2 0.125   3.79900953 8e+06 1.152715e+04
## 2251  0.12945034  1.09  1.09   0.2 0.125   0.80846948 8e+06 1.479204e+04
## 2252  0.56051546  1.09  1.09   0.2 0.125   6.31667145 8e+06 2.320087e+04
## 2253  0.29060951  1.09  1.09   0.2 0.125   0.20223121 8e+06 1.693325e+04
## 2254  0.16674529  1.09  1.09   0.2 0.125   8.12712580 8e+06 3.154209e+04
## 2255  0.06972553  1.09  1.09   0.2 0.125   0.81898563 8e+06 2.105376e+03
## 2256  0.11626603  1.09  1.09   0.2 0.125   2.58967551 8e+06 2.284458e+03
## 2257  0.29027465  1.09  1.09   0.2 0.125   0.81524419 8e+06 5.264551e+03
## 2258  0.13244236  1.09  1.09   0.2 0.125   4.99446781 8e+06 9.561233e+03
## 2259  0.33312422  1.09  1.09   0.2 0.125   0.73946857 8e+06 3.167183e+02
## 2260  0.11269095  1.09  1.09   0.2 0.125   7.03435241 8e+06 3.341413e+02
## 2261  0.30899801  1.09  1.09   0.2 0.125   0.78323435 8e+06 1.181473e+03
## 2262  0.01685223  1.09  1.09   0.2 0.125   1.26297038 8e+06 1.107923e+03
## 2263  0.29345989  1.09  1.09   0.2 0.125   0.81156671 8e+06 1.873001e+04
## 2264  0.20038095  1.09  1.09   0.2 0.125   4.89760588 8e+06 2.663761e+04
## 2265  0.05096142  1.09  1.09   0.2 0.125   0.48965818 8e+06 7.500274e+03
## 2266  0.11683215  1.09  1.09   0.2 0.125   1.59597824 8e+06 5.888913e+03
## 2267  0.16799596  1.09  1.09   0.2 0.125   0.70369381 8e+06 2.826718e+03
## 2268  0.11891986  1.09  1.09   0.2 0.125   2.86055130 8e+06 3.661888e+03
## 2269  0.12553621  1.09  1.09   0.2 0.125   0.85629487 8e+06 1.925710e+04
## 2270  0.16106389  1.09  1.09   0.2 0.125   8.04326810 8e+06 2.885195e+04
## 2271  0.27713172  1.09  1.09   0.2 0.125   0.57065084 8e+06 1.358340e+04
## 2272  0.58889503  1.09  1.09   0.2 0.125   4.52060962 8e+06 2.598860e+04
## 2273  0.24464331  1.09  1.09   0.2 0.125   0.81858825 8e+06 1.098110e+04
## 2274  0.13124631  1.09  1.09   0.2 0.125   4.71655113 8e+06 1.759375e+04
## 2275  0.15639025  1.09  1.09   0.2 0.125   0.81821592 8e+06 1.822664e+04
## 2276  0.15235273  1.09  1.09   0.2 0.125   4.82353122 8e+06 2.713281e+04
## 2277  0.31265325  1.09  1.09   0.2 0.125   0.97511117 8e+06 1.676659e+04
## 2278  0.13386465  1.09  1.09   0.2 0.125  12.52234459 8e+06 1.270013e+04
## 2279  0.38186931  1.09  1.09   0.2 0.125   0.70683114 8e+06 8.101558e+03
## 2280  0.12394936  1.09  1.09   0.2 0.125   7.17608922 8e+06 1.083786e+04
## 2281  0.32832156  1.09  1.09   0.2 0.125   0.98295955 8e+06 9.026513e+03
## 2282  0.13265070  1.09  1.09   0.2 0.125   7.67237418 8e+06 1.516443e+04
## 2283  0.08511876  1.09  1.09   0.2 0.125   0.55679504 8e+06 5.321777e+03
## 2284  0.11983578  1.09  1.09   0.2 0.125  17.60436539 8e+06 9.276497e+03
## 2285  0.20014878  1.09  1.09   0.2 0.125   0.35179030 8e+06 1.987817e+04
## 2286  0.18565977  1.09  1.09   0.2 0.125   2.99260927 8e+06 3.607419e+04
## 2287  0.09597671  1.09  1.09   0.2 0.125   0.60257887 8e+06 6.425522e+03
## 2288  0.55100811  1.09  1.09   0.2 0.125   1.98312493 8e+06 8.356888e+03
## 2289  0.06080681  1.09  1.09   0.2 0.125   0.42476082 8e+06 3.368898e+03
## 2290  0.53535544  1.09  1.09   0.2 0.125   4.18273397 8e+06 3.056396e+03
## 2291  0.35626130  1.09  1.09   0.2 0.125   0.57883303 8e+06 9.901797e+03
## 2292  0.16916964  1.09  1.09   0.2 0.125   5.20159107 8e+06 1.166887e+04
## 2293  0.32668073  1.09  1.09   0.2 0.125   0.24630765 8e+06 2.318703e+03
## 2294  0.10795539  1.09  1.09   0.2 0.125   3.07948534 8e+06 2.909350e+03
## 2295  0.37452568  1.09  1.09   0.2 0.125   0.89344858 8e+06 1.713607e+04
## 2296  0.13832609  1.09  1.09   0.2 0.125   2.76581331 8e+06 1.903881e+04
## 2297  0.17226355  1.09  1.09   0.2 0.125   0.24850431 8e+06 1.062488e+04
## 2298  0.15373131  1.09  1.09   0.2 0.125  20.54891895 8e+06 1.431153e+04
## 2299  0.09582636  1.09  1.09   0.2 0.125   0.57767638 8e+06 9.672185e+03
## 2300  0.14217523  1.09  1.09   0.2 0.125   9.33673047 8e+06 1.661952e+04
## 2301  0.16737122  1.09  1.09   0.2 0.125   0.31740821 8e+06 9.665202e+03
## 2302  0.13860056  1.09  1.09   0.2 0.125   4.94947786 8e+06 1.868794e+04
## 2303  0.26998773  1.09  1.09   0.2 0.125   0.71228255 8e+06 1.425984e+03
## 2304  0.53296434  1.09  1.09   0.2 0.125   3.32959118 8e+06 1.578207e+03
## 2305  0.10579204  1.09  1.09   0.2 0.125   0.78582573 8e+06 1.185989e+04
## 2306  0.55549256  1.09  1.09   0.2 0.125   3.02198718 8e+06 1.541516e+04
## 2307  0.37249820  1.09  1.09   0.2 0.125   0.99402725 8e+06 1.376893e+04
## 2308  0.26173661  1.09  1.09   0.2 0.125   9.79203196 8e+06 1.260436e+04
## 2309  0.30736112  1.09  1.09   0.2 0.125   0.64444656 8e+06 1.541697e+04
## 2310  0.18056762  1.09  1.09   0.2 0.125   4.47353366 8e+06 2.259217e+04
## 2311  0.26210357  1.09  1.09   0.2 0.125   0.30891841 8e+06 1.816817e+04
## 2312  0.18046029  1.09  1.09   0.2 0.125   4.57230518 8e+06 2.795895e+04
## 2313  0.30304029  1.09  1.09   0.2 0.125   0.25622242 8e+06 1.727933e+04
## 2314  0.17887545  1.09  1.09   0.2 0.125   5.23474773 8e+06 3.006774e+04
## 2315  0.16623635  1.09  1.09   0.2 0.125   0.43895343 8e+06 4.536245e+03
## 2316  0.10989890  1.09  1.09   0.2 0.125  13.32339516 8e+06 6.191901e+03
## 2317  0.06001769  1.09  1.09   0.2 0.125   0.73232301 8e+06 5.289085e+03
## 2318  0.13540153  1.09  1.09   0.2 0.125   7.30100030 8e+06 9.402772e+03
## 2319  0.13595160  1.09  1.09   0.2 0.125   0.28210131 8e+06 1.297608e+04
## 2320  0.58945197  1.09  1.09   0.2 0.125   1.93323780 8e+06 2.685763e+04
## 2321  0.20172446  1.09  1.09   0.2 0.125   0.37637690 8e+06 6.018468e+03
## 2322  0.12668593  1.09  1.09   0.2 0.125   8.05150684 8e+06 9.550732e+03
## 2323  0.32525217  1.09  1.09   0.2 0.125   0.22417156 8e+06 1.570082e+04
## 2324  0.16714576  1.09  1.09   0.2 0.125   9.22682954 8e+06 2.231019e+04
## 2325  0.39075691  1.09  1.09   0.2 0.125   0.72135209 8e+06 1.700725e+02
## 2326  0.49727826  1.09  1.09   0.2 0.125   1.75027955 8e+06 1.747700e+02
## 2327  0.37277954  1.09  1.09   0.2 0.125   0.34934921 8e+06 1.376206e+04
## 2328  0.22170543  1.09  1.09   0.2 0.125   5.54855800 8e+06 1.518397e+04
## 2329  0.06153334  1.09  1.09   0.2 0.125   0.43156589 8e+06 9.224897e+02
## 2330  0.07942459  1.09  1.09   0.2 0.125   6.90103977 8e+06 1.089645e+03
## 2331  0.37671258  1.09  1.09   0.2 0.125   0.87546898 8e+06 1.442098e+04
## 2332  0.14450523  1.09  1.09   0.2 0.125   8.05025228 8e+06 2.282568e+04
## 2333  0.31486231  1.09  1.09   0.2 0.125   0.39523026 8e+06 9.195617e+03
## 2334  0.13691608  1.09  1.09   0.2 0.125   5.88510885 8e+06 1.688552e+04
## 2335  0.38018782  1.09  1.09   0.2 0.125   0.40784886 8e+06 8.800898e+03
## 2336  0.77501110  1.09  1.09   0.2 0.125   2.14674230 8e+06 1.289462e+04
## 2337  0.16383250  1.09  1.09   0.2 0.125   0.34526763 8e+06 2.851806e+03
## 2338  0.15844534  1.09  1.09   0.2 0.125   8.01580124 8e+06 5.974105e+03
## 2339  0.14611898  1.09  1.09   0.2 0.125   0.83793792 8e+06 9.931662e+03
## 2340  0.52802945  1.09  1.09   0.2 0.125  26.28157354 8e+06 1.400476e+04
## 2341  0.22008397  1.09  1.09   0.2 0.125   0.83111283 8e+06 1.328645e+03
## 2342  0.10525347  1.09  1.09   0.2 0.125   5.13370521 8e+06 1.408084e+03
## 2343  0.27439102  1.09  1.09   0.2 0.125   0.69057559 8e+06 4.866678e+03
## 2344  0.68168342  1.09  1.09   0.2 0.125   2.71912583 8e+06 7.313836e+03
## 2345  0.27660692  1.09  1.09   0.2 0.125   0.70796392 8e+06 1.387394e+04
## 2346  0.17757760  1.09  1.09   0.2 0.125   5.64726057 8e+06 2.004930e+04
## 2347  0.07104483  1.09  1.09   0.2 0.125   0.26372928 8e+06 8.824246e+02
## 2348  0.10187544  1.09  1.09   0.2 0.125   3.74802343 8e+06 1.046857e+03
## 2349  0.10300990  1.09  1.09   0.2 0.125   0.89465004 8e+06 6.559931e+03
## 2350  0.12760183  1.09  1.09   0.2 0.125   4.92813247 8e+06 8.115332e+03
## 2351  0.30613047  1.09  1.09   0.2 0.125   0.23998744 8e+06 6.006824e+03
## 2352  0.20023930  1.09  1.09   0.2 0.125   7.51476871 8e+06 9.647933e+03
## 2353  0.26123871  1.09  1.09   0.2 0.125   0.43999163 8e+06 5.224879e+02
## 2354  0.17394609  1.09  1.09   0.2 0.125   3.67593519 8e+06 1.059012e+03
## 2355  0.15187324  1.09  1.09   0.2 0.125   0.90448515 8e+06 2.053512e+03
## 2356  0.65753548  1.09  1.09   0.2 0.125   7.50851890 8e+06 2.373046e+03
## 2357  0.17958173  1.09  1.09   0.2 0.125   0.94308101 8e+06 1.100110e+03
## 2358  0.09217056  1.09  1.09   0.2 0.125   9.56062395 8e+06 1.214948e+03
## 2359  0.32340898  1.09  1.09   0.2 0.125   0.66644818 8e+06 1.424692e+03
## 2360  0.12188139  1.09  1.09   0.2 0.125   5.56333826 8e+06 1.826519e+03
## 2361  0.07315995  1.09  1.09   0.2 0.125   0.68344889 8e+06 1.771993e+04
## 2362  0.13843780  1.09  1.09   0.2 0.125   6.56710537 8e+06 2.568121e+04
## 2363  0.05540632  1.09  1.09   0.2 0.125   0.34204407 8e+06 1.062396e+04
## 2364  0.56093776  1.09  1.09   0.2 0.125   2.41868987 8e+06 1.344336e+04
## 2365  0.06583372  1.09  1.09   0.2 0.125   0.35219202 8e+06 1.840812e+04
## 2366  0.45291569  1.09  1.09   0.2 0.125   4.29573188 8e+06 2.408078e+04
## 2367  0.32763633  1.09  1.09   0.2 0.125   0.62636734 8e+06 1.302288e+04
## 2368  0.14588767  1.09  1.09   0.2 0.125   3.08985142 8e+06 2.553961e+04
## 2369  0.32593597  1.09  1.09   0.2 0.125   0.94707479 8e+06 1.607304e+04
## 2370  0.20070293  1.09  1.09   0.2 0.125   7.94617754 8e+06 1.266653e+04
## 2371  0.05914470  1.09  1.09   0.2 0.125   0.61771500 8e+06 1.769810e+04
## 2372  0.16834600  1.09  1.09   0.2 0.125   2.68237616 8e+06 3.181513e+04
## 2373  0.33339700  1.09  1.09   0.2 0.125   0.84309285 8e+06 8.311024e+03
## 2374  0.12974657  1.09  1.09   0.2 0.125  15.61578904 8e+06 1.497275e+04
## 2375  0.06865215  1.09  1.09   0.2 0.125   0.72522867 8e+06 2.582203e+03
## 2376  0.11516542  1.09  1.09   0.2 0.125   4.28763354 8e+06 3.914383e+03
## 2377  0.28482020  1.09  1.09   0.2 0.125   0.66716662 8e+06 1.026392e+04
## 2378  0.11859887  1.09  1.09   0.2 0.125   4.05366399 8e+06 1.340302e+04
## 2379  0.21590035  1.09  1.09   0.2 0.125   0.40425421 8e+06 2.268211e+03
## 2380  0.56751039  1.09  1.09   0.2 0.125  15.55044181 8e+06 3.726814e+03
## 2381  0.08470714  1.09  1.09   0.2 0.125   0.73974965 8e+06 1.661190e+04
## 2382  0.15435723  1.09  1.09   0.2 0.125   2.60926434 8e+06 2.115323e+04
## 2383  0.17895601  1.09  1.09   0.2 0.125   0.73775042 8e+06 9.583433e+03
## 2384  0.15630589  1.09  1.09   0.2 0.125   9.58881028 8e+06 1.313231e+04
## 2385  0.17197945  1.09  1.09   0.2 0.125   0.78199503 8e+06 9.588560e+02
## 2386  0.50662445  1.09  1.09   0.2 0.125  10.94839773 8e+06 9.239986e+02
## 2387  0.13305595  1.09  1.09   0.2 0.125   0.68129638 8e+06 8.506649e+02
## 2388  0.12555838  1.09  1.09   0.2 0.125   5.39381988 8e+06 1.199130e+03
## 2389  0.16783409  1.09  1.09   0.2 0.125   0.53206003 8e+06 1.429322e+04
## 2390  0.14683362  1.09  1.09   0.2 0.125   8.59796364 8e+06 2.524016e+04
## 2391  0.35382104  1.09  1.09   0.2 0.125   0.30836087 8e+06 1.880862e+04
## 2392  0.56484269  1.09  1.09   0.2 0.125   4.45146226 8e+06 2.776668e+04
## 2393  0.27434933  1.09  1.09   0.2 0.125   0.63175474 8e+06 6.417854e+03
## 2394  0.54233936  1.09  1.09   0.2 0.125   1.89491974 8e+06 9.412603e+03
## 2395  0.32558807  1.09  1.09   0.2 0.125   0.94929978 8e+06 1.108075e+04
## 2396  0.13542186  1.09  1.09   0.2 0.125   7.33008869 8e+06 1.567793e+04
## 2397  0.21883761  1.09  1.09   0.2 0.125   0.24975810 8e+06 1.083155e+04
## 2398  0.56484241  1.09  1.09   0.2 0.125   2.92810092 8e+06 1.437320e+04
## 2399  0.24190449  1.09  1.09   0.2 0.125   0.56916642 8e+06 4.510047e+03
## 2400  0.11289954  1.09  1.09   0.2 0.125   5.27451842 8e+06 6.575558e+03
## 2401  0.39132011  1.09  1.09   0.2 0.125   0.34432495 8e+06 6.745142e+03
## 2402  0.13669696  1.09  1.09   0.2 0.125   6.95788227 8e+06 9.281746e+03
## 2403  0.08623577  1.09  1.09   0.2 0.125   0.81555111 8e+06 1.350630e+04
## 2404  0.21012881  1.09  1.09   0.2 0.125   5.73214155 8e+06 1.308217e+04
## 2405  0.34212082  1.09  1.09   0.2 0.125   0.75637452 8e+06 6.562273e+03
## 2406  0.11634164  1.09  1.09   0.2 0.125   8.43852088 8e+06 8.993398e+03
## 2407  0.24451628  1.09  1.09   0.2 0.125   0.27624039 8e+06 1.294837e+04
## 2408  0.14974206  1.09  1.09   0.2 0.125   5.68892628 8e+06 2.015497e+04
## 2409  0.25176083  1.09  1.09   0.2 0.125   0.82532710 8e+06 8.751661e+03
## 2410  0.17059800  1.09  1.09   0.2 0.125   8.27088549 8e+06 1.438104e+04
## 2411  0.30527122  1.09  1.09   0.2 0.125   0.98341769 8e+06 1.346108e+04
## 2412  0.16704987  1.09  1.09   0.2 0.125   4.17266168 8e+06 2.575950e+04
## 2413  0.11392537  1.09  1.09   0.2 0.125   0.81886043 8e+06 5.281749e+03
## 2414  0.63452514  1.09  1.09   0.2 0.125   1.85708531 8e+06 7.432650e+03
## 2415  0.35562419  1.09  1.09   0.2 0.125   0.28069614 8e+06 5.192727e+03
## 2416  0.11866716  1.09  1.09   0.2 0.125  14.98489965 8e+06 1.089827e+04
## 2417  0.14958315  1.09  1.09   0.2 0.125   0.40970533 8e+06 9.574582e+02
## 2418  0.13839511  1.09  1.09   0.2 0.125  17.00260051 8e+06 1.447409e+03
## 2419  0.14488327  1.09  1.09   0.2 0.125   0.82659546 8e+06 1.601635e+04
## 2420  0.16154441  1.09  1.09   0.2 0.125   9.75228300 8e+06 2.614169e+04
## 2421  0.28478251  1.09  1.09   0.2 0.125   0.88531318 8e+06 1.344103e+04
## 2422  0.14529835  1.09  1.09   0.2 0.125  25.71080580 8e+06 2.237870e+04
## 2423  0.18019889  1.09  1.09   0.2 0.125   0.56797081 8e+06 1.165516e+04
## 2424  0.13137274  1.09  1.09   0.2 0.125   3.86928596 8e+06 1.770481e+04
## 2425  0.34303684  1.09  1.09   0.2 0.125   0.89165838 8e+06 3.334625e+03
## 2426  0.11989393  1.09  1.09   0.2 0.125   3.10366249 8e+06 2.963032e+03
## 2427  0.11902229  1.09  1.09   0.2 0.125   0.69916311 8e+06 1.687940e+04
## 2428  0.14150210  1.09  1.09   0.2 0.125   8.52475834 8e+06 2.895984e+04
## 2429  0.18498762  1.09  1.09   0.2 0.125   0.62107859 8e+06 1.999738e+04
## 2430  0.17436436  1.09  1.09   0.2 0.125  21.17520646 8e+06 3.765906e+04
## 2431  0.28924663  1.09  1.09   0.2 0.125   0.68251705 8e+06 4.259094e+02
## 2432  0.07795706  1.09  1.09   0.2 0.125   9.66770268 8e+06 4.482643e+02
## 2433  0.38704413  1.09  1.09   0.2 0.125   0.45453542 8e+06 8.976269e+03
## 2434  0.16658532  1.09  1.09   0.2 0.125   5.42343558 8e+06 1.005513e+04
## 2435  0.09451104  1.09  1.09   0.2 0.125   0.79509725 8e+06 1.097382e+04
## 2436  0.14602861  1.09  1.09   0.2 0.125  19.13789235 8e+06 1.678466e+04
## 2437  0.31815083  1.09  1.09   0.2 0.125   0.89065904 8e+06 1.058076e+04
## 2438  0.14422560  1.09  1.09   0.2 0.125   3.86148017 8e+06 1.806727e+04
## 2439  0.32909506  1.09  1.09   0.2 0.125   0.73903579 8e+06 1.157101e+04
## 2440  0.16552625  1.09  1.09   0.2 0.125   7.81441566 8e+06 1.717747e+04
## 2441  0.38393099  1.09  1.09   0.2 0.125   0.95314912 8e+06 1.046132e+04
## 2442  0.14847338  1.09  1.09   0.2 0.125   6.37814440 8e+06 1.539233e+04
## 2443  0.37805910  1.09  1.09   0.2 0.125   0.58553001 8e+06 1.363749e+04
## 2444  0.14140843  1.09  1.09   0.2 0.125  11.31430544 8e+06 2.448374e+04
## 2445  0.23218799  1.09  1.09   0.2 0.125   0.39151317 8e+06 1.775834e+04
## 2446  0.21505607  1.09  1.09   0.2 0.125   4.74593399 8e+06 1.859424e+04
## 2447  0.22928066  1.09  1.09   0.2 0.125   0.97693611 8e+06 9.450877e+03
## 2448  0.13705628  1.09  1.09   0.2 0.125   4.72086040 8e+06 1.756821e+04
## 2449  0.32945201  1.09  1.09   0.2 0.125   0.69178831 8e+06 1.657423e+04
## 2450  0.07501846  1.09  1.09   0.2 0.125   6.80085195 8e+06 1.376749e+04
## 2451  0.36278641  1.09  1.09   0.2 0.125   0.37778415 8e+06 6.929251e+03
## 2452  0.14621616  1.09  1.09   0.2 0.125   4.12871427 8e+06 1.182027e+04
## 2453  0.24490450  1.09  1.09   0.2 0.125   0.66762824 8e+06 2.223242e+03
## 2454  0.10338084  1.09  1.09   0.2 0.125  10.03677143 8e+06 3.021203e+03
## 2455  0.16793565  1.09  1.09   0.2 0.125   0.47966018 8e+06 1.938099e+04
## 2456  0.17357313  1.09  1.09   0.2 0.125   2.58007921 8e+06 3.288712e+04
## 2457  0.32237332  1.09  1.09   0.2 0.125   0.82802980 8e+06 1.737054e+04
## 2458  0.18430545  1.09  1.09   0.2 0.125   6.43099623 8e+06 2.349831e+04
## 2459  0.17774028  1.09  1.09   0.2 0.125   0.93908693 8e+06 1.111700e+04
## 2460  0.70820307  1.09  1.09   0.2 0.125   2.92177975 8e+06 1.499815e+04
## 2461  0.28708579  1.09  1.09   0.2 0.125   0.25488405 8e+06 1.735690e+03
## 2462  0.58682907  1.09  1.09   0.2 0.125   2.28307914 8e+06 1.839083e+03
## 2463  0.11360486  1.09  1.09   0.2 0.125   0.26947012 8e+06 9.977410e+03
## 2464  0.54941165  1.09  1.09   0.2 0.125   3.23925930 8e+06 1.417387e+04
## 2465  0.33890748  1.09  1.09   0.2 0.125   0.75834395 8e+06 1.094727e+04
## 2466  0.16003361  1.09  1.09   0.2 0.125  14.99626143 8e+06 1.480331e+04
## 2467  0.24852335  1.09  1.09   0.2 0.125   0.27815974 8e+06 1.803204e+04
## 2468  0.27390080  1.09  1.09   0.2 0.125  10.26069307 8e+06 1.104621e+04
## 2469  0.27076143  1.09  1.09   0.2 0.125   0.93460373 8e+06 7.597079e+03
## 2470  0.64705234  1.09  1.09   0.2 0.125   1.52231313 8e+06 1.096578e+04
## 2471  0.11462393  1.09  1.09   0.2 0.125   0.24799378 8e+06 1.477897e+04
## 2472  0.15607746  1.09  1.09   0.2 0.125   5.03231093 8e+06 2.077030e+04
## 2473  0.26901268  1.09  1.09   0.2 0.125   0.33977687 8e+06 9.294984e+03
## 2474  0.12946238  1.09  1.09   0.2 0.125   4.47667648 8e+06 1.272180e+04
## 2475  0.31604404  1.09  1.09   0.2 0.125   0.50747827 8e+06 1.763939e+04
## 2476  0.15783914  1.09  1.09   0.2 0.125   8.38135208 8e+06 2.340781e+04
## 2477  0.15720740  1.09  1.09   0.2 0.125   0.70078489 8e+06 1.427107e+04
## 2478  0.15684481  1.09  1.09   0.2 0.125   2.56906358 8e+06 2.473362e+04
## 2479  0.23730364  1.09  1.09   0.2 0.125   0.78588560 8e+06 1.699525e+04
## 2480  0.14472808  1.09  1.09   0.2 0.125   4.62110162 8e+06 2.578996e+04
## 2481  0.07702306  1.09  1.09   0.2 0.125   0.91120794 8e+06 4.698265e+03
## 2482  0.53822345  1.09  1.09   0.2 0.125   2.04645454 8e+06 5.917665e+03
## 2483  0.09186818  1.09  1.09   0.2 0.125   0.99053580 8e+06 1.483717e+04
## 2484  0.59929264  1.09  1.09   0.2 0.125   2.56183806 8e+06 2.942488e+04
## 2485  0.30557914  1.09  1.09   0.2 0.125   0.96334766 8e+06 1.366085e+04
## 2486  0.16420939  1.09  1.09   0.2 0.125   4.31704252 8e+06 2.189246e+04
## 2487  0.31380989  1.09  1.09   0.2 0.125   0.51524902 8e+06 1.356143e+04
## 2488  0.58237163  1.09  1.09   0.2 0.125   1.71988199 8e+06 2.479065e+04
## 2489  0.14722218  1.09  1.09   0.2 0.125   0.70280893 8e+06 1.248846e+04
## 2490  0.14472859  1.09  1.09   0.2 0.125   3.26698664 8e+06 2.096820e+04
## 2491  0.12667902  1.09  1.09   0.2 0.125   0.30916315 8e+06 5.849360e+02
## 2492  0.72765805  1.09  1.09   0.2 0.125   0.68866032 8e+06 5.870591e+02
## 2493  0.26710258  1.09  1.09   0.2 0.125   0.99073184 8e+06 1.654208e+04
## 2494  0.16466520  1.09  1.09   0.2 0.125   4.34218001 8e+06 2.593244e+04
## 2495  0.35342066  1.09  1.09   0.2 0.125   0.41910654 8e+06 1.265649e+04
## 2496  0.16326475  1.09  1.09   0.2 0.125   5.30811705 8e+06 2.221332e+04
## 2497  0.21107165  1.09  1.09   0.2 0.125   0.62494347 8e+06 1.901869e+04
## 2498  0.15859738  1.09  1.09   0.2 0.125   5.07707728 8e+06 3.497678e+04
## 2499  0.10406756  1.09  1.09   0.2 0.125   0.43110647 8e+06 7.718411e+03
## 2500  0.13312297  1.09  1.09   0.2 0.125   9.93349551 8e+06 1.175048e+04
## 2501  0.19975222  1.09  1.09   0.2 0.125   0.62103271 8e+06 1.035789e+04
## 2502  0.13322732  1.09  1.09   0.2 0.125   4.95309751 8e+06 1.410954e+04
## 2503  0.36468055  1.09  1.09   0.2 0.125   0.21957687 8e+06 1.064166e+04
## 2504  0.05370072  1.09  1.09   0.2 0.125   6.95538293 8e+06 1.956653e+04
## 2505  0.12832135  1.09  1.09   0.2 0.125   0.96314741 8e+06 4.209565e+03
## 2506  0.13005863  1.09  1.09   0.2 0.125   5.74532745 8e+06 8.088826e+03
## 2507  0.11189889  1.09  1.09   0.2 0.125   0.41008802 8e+06 1.616155e+04
## 2508  0.15449500  1.09  1.09   0.2 0.125   4.90184827 8e+06 2.710547e+04
## 2509  0.36666426  1.09  1.09   0.2 0.125   0.67354848 8e+06 9.023266e+03
## 2510  0.14540563  1.09  1.09   0.2 0.125   5.23498329 8e+06 1.671101e+04
## 2511  0.11952955  1.09  1.09   0.2 0.125   0.23233058 8e+06 1.616603e+04
## 2512  0.19264937  1.09  1.09   0.2 0.125   3.94723107 8e+06 1.700778e+04
## 2513  0.17544448  1.09  1.09   0.2 0.125   0.98697506 8e+06 2.415027e+03
## 2514  0.11702810  1.09  1.09   0.2 0.125   5.75966354 8e+06 3.089125e+03
## 2515  0.24990897  1.09  1.09   0.2 0.125   0.75734392 8e+06 1.528946e+04
## 2516  0.71549282  1.09  1.09   0.2 0.125   6.27927136 8e+06 2.738525e+04
## 2517  0.05158961  1.09  1.09   0.2 0.125   0.31854199 8e+06 1.014737e+04
## 2518  0.15543562  1.09  1.09   0.2 0.125   5.16939638 8e+06 1.645570e+04
## 2519  0.37210144  1.09  1.09   0.2 0.125   0.53333467 8e+06 4.390796e+03
## 2520  0.12290060  1.09  1.09   0.2 0.125   4.54473373 8e+06 7.042362e+03
## 2521  0.19299334  1.09  1.09   0.2 0.125   0.66083983 8e+06 1.125228e+04
## 2522  0.57234651  1.09  1.09   0.2 0.125   1.76808103 8e+06 2.020179e+04
## 2523  0.14450764  1.09  1.09   0.2 0.125   0.54904444 8e+06 1.073448e+04
## 2524  0.17997524  1.09  1.09   0.2 0.125   8.90557924 8e+06 1.546294e+04
## 2525  0.07157560  1.09  1.09   0.2 0.125   0.86841855 8e+06 1.161148e+04
## 2526  0.15104012  1.09  1.09   0.2 0.125   3.71096964 8e+06 2.253058e+04
## 2527  0.27885842  1.09  1.09   0.2 0.125   0.31556917 8e+06 1.828736e+04
## 2528  0.60995642  1.09  1.09   0.2 0.125   2.52561420 8e+06 3.062359e+04
## 2529  0.29025045  1.09  1.09   0.2 0.125   0.22886267 8e+06 6.434337e+03
## 2530  0.15237956  1.09  1.09   0.2 0.125  11.11380927 8e+06 9.195883e+03
## 2531  0.30508706  1.09  1.09   0.2 0.125   0.73015064 8e+06 3.894173e+03
## 2532  0.12296049  1.09  1.09   0.2 0.125   9.06643043 8e+06 6.942917e+03
## 2533  0.14331707  1.09  1.09   0.2 0.125   0.86156562 8e+06 1.008923e+04
## 2534  0.14361791  1.09  1.09   0.2 0.125   9.47387446 8e+06 1.777847e+04
## 2535  0.10264869  1.09  1.09   0.2 0.125   0.58088500 8e+06 1.984621e+04
## 2536  0.18181791  1.09  1.09   0.2 0.125   3.47197669 8e+06 3.710513e+04
## 2537  0.25616125  1.09  1.09   0.2 0.125   0.25303555 8e+06 7.792590e+03
## 2538  0.14444018  1.09  1.09   0.2 0.125  13.81021871 8e+06 1.253323e+04
## 2539  0.21606901  1.09  1.09   0.2 0.125   0.26491377 8e+06 1.200237e+04
## 2540  0.15116055  1.09  1.09   0.2 0.125   4.65456989 8e+06 2.116020e+04
## 2541  0.17378520  1.09  1.09   0.2 0.125   0.34460942 8e+06 3.892917e+03
## 2542  0.11498576  1.09  1.09   0.2 0.125   6.52102196 8e+06 7.862418e+03
## 2543  0.32698605  1.09  1.09   0.2 0.125   0.91617035 8e+06 8.265035e+03
## 2544  0.12024621  1.09  1.09   0.2 0.125   2.48602078 8e+06 8.124398e+03
## 2545  0.10363066  1.09  1.09   0.2 0.125   0.27717041 8e+06 1.149792e+04
## 2546  0.58099174  1.09  1.09   0.2 0.125   2.55474846 8e+06 2.024024e+04
## 2547  0.11017399  1.09  1.09   0.2 0.125   0.79602849 8e+06 4.966709e+03
## 2548  0.12937571  1.09  1.09   0.2 0.125  14.21147791 8e+06 8.576863e+03
## 2549  0.38210314  1.09  1.09   0.2 0.125   0.87282230 8e+06 4.013616e+02
## 2550  0.09733536  1.09  1.09   0.2 0.125  14.17441517 8e+06 4.126018e+02
## 2551  0.10591190  1.09  1.09   0.2 0.125   0.38955861 8e+06 9.888540e+03
## 2552  0.16215225  1.09  1.09   0.2 0.125  16.37951270 8e+06 1.752919e+04
## 2553  0.38024417  1.09  1.09   0.2 0.125   0.53571935 8e+06 2.305061e+03
## 2554  0.12776970  1.09  1.09   0.2 0.125  21.09330150 8e+06 3.849082e+03
## 2555  0.09992966  1.09  1.09   0.2 0.125   0.21775039 8e+06 3.650301e+03
## 2556  0.11232461  1.09  1.09   0.2 0.125  10.27341503 8e+06 5.109532e+03
## 2557  0.37641357  1.09  1.09   0.2 0.125   0.41813848 8e+06 4.235385e+03
## 2558  0.12322538  1.09  1.09   0.2 0.125   4.05862816 8e+06 7.762784e+03
## 2559  0.10609214  1.09  1.09   0.2 0.125   0.99766633 8e+06 1.308419e+04
## 2560  0.15965885  1.09  1.09   0.2 0.125   7.47962391 8e+06 2.387759e+04
## 2561  0.07335938  1.09  1.09   0.2 0.125   0.62056611 8e+06 1.978063e+04
## 2562  0.69260307  1.09  1.09   0.2 0.125   1.60317562 8e+06 3.495112e+04
## 2563  0.25779964  1.09  1.09   0.2 0.125   0.69759924 8e+06 4.573874e+02
## 2564  0.13655135  1.09  1.09   0.2 0.125   6.90120289 8e+06 6.323244e+02
## 2565  0.22724379  1.09  1.09   0.2 0.125   0.38251732 8e+06 1.241637e+04
## 2566  0.14111899  1.09  1.09   0.2 0.125   9.08250379 8e+06 2.083396e+04
## 2567  0.24858494  1.09  1.09   0.2 0.125   0.78782008 8e+06 1.806470e+04
## 2568  0.18878379  1.09  1.09   0.2 0.125   4.71500495 8e+06 2.208702e+04
## 2569  0.06371389  1.09  1.09   0.2 0.125   0.25300599 8e+06 1.299044e+04
## 2570  0.58562289  1.09  1.09   0.2 0.125   2.37378298 8e+06 2.773192e+04
## 2571  0.39385565  1.09  1.09   0.2 0.125   0.87378992 8e+06 1.014424e+04
## 2572  0.51505025  1.09  1.09   0.2 0.125   6.95557262 8e+06 8.488572e+03
## 2573  0.17193046  1.09  1.09   0.2 0.125   0.55781787 8e+06 3.959290e+03
## 2574  0.11932310  1.09  1.09   0.2 0.125   5.33893391 8e+06 7.614485e+03
## 2575  0.09746926  1.09  1.09   0.2 0.125   0.69200113 8e+06 1.394299e+04
## 2576  0.18544734  1.09  1.09   0.2 0.125   5.38995376 8e+06 2.184325e+04
## 2577  0.31919189  1.09  1.09   0.2 0.125   0.39666363 8e+06 5.065656e+03
## 2578  0.13818709  1.09  1.09   0.2 0.125  19.40261168 8e+06 9.036404e+03
## 2579  0.36401899  1.09  1.09   0.2 0.125   0.94229256 8e+06 1.420000e+04
## 2580  0.16568930  1.09  1.09   0.2 0.125   1.68509431 8e+06 2.040241e+04
## 2581  0.09795052  1.09  1.09   0.2 0.125   0.55914720 8e+06 1.145099e+04
## 2582  0.13703865  1.09  1.09   0.2 0.125   6.26036570 8e+06 1.762388e+04
## 2583  0.21576370  1.09  1.09   0.2 0.125   0.54448227 8e+06 1.003157e+04
## 2584  0.17219771  1.09  1.09   0.2 0.125   4.58623901 8e+06 1.531229e+04
## 2585  0.30155703  1.09  1.09   0.2 0.125   0.79275008 8e+06 7.775722e+03
## 2586  0.20692221  1.09  1.09   0.2 0.125  11.13224997 8e+06 9.378442e+03
## 2587  0.38125704  1.09  1.09   0.2 0.125   0.88160326 8e+06 1.956262e+04
## 2588  0.23630927  1.09  1.09   0.2 0.125  12.11103596 8e+06 1.501939e+04
## 2589  0.24258568  1.09  1.09   0.2 0.125   0.80381705 8e+06 2.897776e+03
## 2590  0.17655221  1.09  1.09   0.2 0.125  17.01719071 8e+06 6.538290e+03
## 2591  0.05730250  1.09  1.09   0.2 0.125   0.87629430 8e+06 7.029546e+02
## 2592  0.58651567  1.09  1.09   0.2 0.125  31.06516471 8e+06 8.333366e+02
## 2593  0.27971532  1.09  1.09   0.2 0.125   0.84217625 8e+06 9.357026e+03
## 2594  0.15307833  1.09  1.09   0.2 0.125   3.03279521 8e+06 1.983414e+04
## 2595  0.31198679  1.09  1.09   0.2 0.125   0.67719156 8e+06 1.595910e+03
## 2596  0.51646442  1.09  1.09   0.2 0.125   3.19307346 8e+06 2.265568e+03
## 2597  0.37536769  1.09  1.09   0.2 0.125   0.71455022 8e+06 6.647385e+03
## 2598  0.13197326  1.09  1.09   0.2 0.125   5.21558126 8e+06 9.999303e+03
## 2599  0.27034864  1.09  1.09   0.2 0.125   0.88345851 8e+06 3.653421e+03
## 2600  0.50193173  1.09  1.09   0.2 0.125   2.00749424 8e+06 3.989733e+03
## 2601  0.33560996  1.09  1.09   0.2 0.125   0.36693764 8e+06 1.927986e+04
## 2602  0.19345126  1.09  1.09   0.2 0.125   4.28698895 8e+06 2.377270e+04
## 2603  0.21002553  1.09  1.09   0.2 0.125   0.47018947 8e+06 1.745610e+04
## 2604  0.14663916  1.09  1.09   0.2 0.125  20.69808628 8e+06 2.351399e+04
## 2605  0.12682147  1.09  1.09   0.2 0.125   0.41868148 8e+06 1.782387e+04
## 2606  0.18331762  1.09  1.09   0.2 0.125   2.68006427 8e+06 2.698914e+04
## 2607  0.18837766  1.09  1.09   0.2 0.125   0.78513373 8e+06 1.124015e+04
## 2608  0.16158360  1.09  1.09   0.2 0.125   7.99153287 8e+06 1.732257e+04
## 2609  0.10359103  1.09  1.09   0.2 0.125   0.74503522 8e+06 1.516427e+04
## 2610  0.14786759  1.09  1.09   0.2 0.125   4.43009531 8e+06 2.465496e+04
## 2611  0.16273806  1.09  1.09   0.2 0.125   0.30676119 8e+06 4.190468e+03
## 2612  0.14997919  1.09  1.09   0.2 0.125   8.45041751 8e+06 7.793832e+03
## 2613  0.34736713  1.09  1.09   0.2 0.125   0.67945419 8e+06 3.393483e+03
## 2614  0.09952408  1.09  1.09   0.2 0.125   7.79889290 8e+06 3.974570e+03
## 2615  0.19052555  1.09  1.09   0.2 0.125   0.89334838 8e+06 4.222994e+03
## 2616  0.69755370  1.09  1.09   0.2 0.125  14.95586038 8e+06 8.051943e+03
## 2617  0.14273169  1.09  1.09   0.2 0.125   0.63917253 8e+06 3.252303e+03
## 2618  0.66919063  1.09  1.09   0.2 0.125   1.57731497 8e+06 4.398608e+03
## 2619  0.15612854  1.09  1.09   0.2 0.125   0.41195611 8e+06 7.524628e+03
## 2620  0.13062569  1.09  1.09   0.2 0.125  17.74129062 8e+06 1.268853e+04
## 2621  0.34209468  1.09  1.09   0.2 0.125   0.61402235 8e+06 2.329130e+03
## 2622  0.64530449  1.09  1.09   0.2 0.125   2.97605456 8e+06 2.858706e+03
## 2623  0.14042446  1.09  1.09   0.2 0.125   0.71709635 8e+06 1.108941e+04
## 2624  0.11952364  1.09  1.09   0.2 0.125   6.51896067 8e+06 1.277767e+04
## 2625  0.38079879  1.09  1.09   0.2 0.125   0.37282417 8e+06 1.004924e+04
## 2626  0.13947421  1.09  1.09   0.2 0.125   3.77887515 8e+06 1.680204e+04
## 2627  0.37237472  1.09  1.09   0.2 0.125   0.35409077 8e+06 1.101813e+04
## 2628  0.15025988  1.09  1.09   0.2 0.125  10.05974579 8e+06 2.092087e+04
## 2629  0.21493964  1.09  1.09   0.2 0.125   0.52607659 8e+06 8.654774e+03
## 2630  0.14859479  1.09  1.09   0.2 0.125   6.11918788 8e+06 1.344997e+04
## 2631  0.21845274  1.09  1.09   0.2 0.125   0.52326847 8e+06 1.535521e+04
## 2632  0.14207802  1.09  1.09   0.2 0.125   3.28952437 8e+06 2.642946e+04
## 2633  0.12949172  1.09  1.09   0.2 0.125   0.98554284 8e+06 5.261100e+03
## 2634  0.17465923  1.09  1.09   0.2 0.125  12.52425921 8e+06 1.046356e+04
## 2635  0.10340346  1.09  1.09   0.2 0.125   0.99617142 8e+06 3.010135e+03
## 2636  0.13132991  1.09  1.09   0.2 0.125   4.70604180 8e+06 5.156860e+03
## 2637  0.09769587  1.09  1.09   0.2 0.125   0.84438976 8e+06 1.128511e+03
## 2638  0.10523504  1.09  1.09   0.2 0.125  14.18445008 8e+06 1.178258e+03
## 2639  0.31243154  1.09  1.09   0.2 0.125   0.38197487 8e+06 1.446594e+04
## 2640  0.16509137  1.09  1.09   0.2 0.125  27.24780340 8e+06 2.004955e+04
## 2641  0.27711774  1.09  1.09   0.2 0.125   0.71605831 8e+06 6.082038e+03
## 2642  0.06083346  1.09  1.09   0.2 0.125   5.17227959 8e+06 6.641902e+03
## 2643  0.15131362  1.09  1.09   0.2 0.125   0.92361787 8e+06 1.988490e+04
## 2644  0.59349667  1.09  1.09   0.2 0.125   4.71038445 8e+06 2.983931e+04
## 2645  0.16930528  1.09  1.09   0.2 0.125   0.48082364 8e+06 1.810956e+04
## 2646  0.57585378  1.09  1.09   0.2 0.125  18.16652910 8e+06 2.040768e+04
## 2647  0.18430851  1.09  1.09   0.2 0.125   0.41852157 8e+06 1.086343e+04
## 2648  0.57653938  1.09  1.09   0.2 0.125   1.87401804 8e+06 1.477716e+04
## 2649  0.10505953  1.09  1.09   0.2 0.125   0.68869633 8e+06 1.896536e+04
## 2650  0.12655002  1.09  1.09   0.2 0.125   9.25272268 8e+06 2.085680e+04
## 2651  0.28260687  1.09  1.09   0.2 0.125   0.54069953 8e+06 1.115691e+04
## 2652  0.15295170  1.09  1.09   0.2 0.125   3.32848823 8e+06 1.950990e+04
## 2653  0.36081564  1.09  1.09   0.2 0.125   0.92587404 8e+06 4.850204e+02
## 2654  0.11768404  1.09  1.09   0.2 0.125   4.98982898 8e+06 5.348629e+02
## 2655  0.18687573  1.09  1.09   0.2 0.125   0.71630294 8e+06 1.284608e+04
## 2656  0.19305813  1.09  1.09   0.2 0.125   7.24472087 8e+06 1.677816e+04
## 2657  0.26650007  1.09  1.09   0.2 0.125   0.67976541 8e+06 3.493125e+03
## 2658  0.12542812  1.09  1.09   0.2 0.125   6.99830502 8e+06 5.296498e+03
## 2659  0.37812572  1.09  1.09   0.2 0.125   0.80896901 8e+06 1.432278e+04
## 2660  0.13638119  1.09  1.09   0.2 0.125   5.19284396 8e+06 1.968460e+04
## 2661  0.37948127  1.09  1.09   0.2 0.125   0.30584723 8e+06 2.349895e+03
## 2662  0.22473293  1.09  1.09   0.2 0.125   4.71983373 8e+06 5.639386e+03
## 2663  0.33366572  1.09  1.09   0.2 0.125   0.89110987 8e+06 1.655444e+04
## 2664  0.13242275  1.09  1.09   0.2 0.125   5.41365415 8e+06 1.569343e+04
## 2665  0.14004147  1.09  1.09   0.2 0.125   0.81854454 8e+06 1.290886e+04
## 2666  0.20422762  1.09  1.09   0.2 0.125   8.60003796 8e+06 1.594853e+04
## 2667  0.18000188  1.09  1.09   0.2 0.125   0.75102953 8e+06 1.215704e+04
## 2668  0.20515507  1.09  1.09   0.2 0.125   4.32241978 8e+06 2.008731e+04
## 2669  0.29656606  1.09  1.09   0.2 0.125   0.54582581 8e+06 1.268721e+04
## 2670  0.17674882  1.09  1.09   0.2 0.125   6.95022628 8e+06 1.805806e+04
## 2671  0.20084495  1.09  1.09   0.2 0.125   0.43790573 8e+06 1.470778e+04
## 2672  0.16900790  1.09  1.09   0.2 0.125   4.41281443 8e+06 2.510040e+04
## 2673  0.36444912  1.09  1.09   0.2 0.125   0.56853178 8e+06 1.872222e+04
## 2674  0.75738159  1.09  1.09   0.2 0.125   0.97371886 8e+06 3.749231e+04
## 2675  0.17352601  1.09  1.09   0.2 0.125   0.23628982 8e+06 1.983898e+04
## 2676  0.16821802  1.09  1.09   0.2 0.125   9.33893193 8e+06 4.163429e+04
## 2677  0.13173205  1.09  1.09   0.2 0.125   0.44753041 8e+06 9.153351e+03
## 2678  0.14069219  1.09  1.09   0.2 0.125   4.22828181 8e+06 9.559843e+03
## 2679  0.21090939  1.09  1.09   0.2 0.125   0.31268445 8e+06 1.425049e+03
## 2680  0.22429271  1.09  1.09   0.2 0.125   1.35191812 8e+06 1.856455e+03
## 2681  0.13408941  1.09  1.09   0.2 0.125   0.52013129 8e+06 1.158315e+04
## 2682  0.14860594  1.09  1.09   0.2 0.125   4.27401847 8e+06 2.165893e+04
## 2683  0.25094218  1.09  1.09   0.2 0.125   0.37721258 8e+06 5.140235e+03
## 2684  0.59972929  1.09  1.09   0.2 0.125   2.93332328 8e+06 9.075248e+03
## 2685  0.27194094  1.09  1.09   0.2 0.125   0.38141473 8e+06 9.953470e+03
## 2686  0.55325079  1.09  1.09   0.2 0.125   4.74086256 8e+06 1.562092e+04
## 2687  0.08584775  1.09  1.09   0.2 0.125   0.75856900 8e+06 1.526073e+04
## 2688  0.62330807  1.09  1.09   0.2 0.125  10.44826775 8e+06 2.479510e+04
## 2689  0.14476315  1.09  1.09   0.2 0.125   0.39283960 8e+06 1.084264e+03
## 2690  0.17566731  1.09  1.09   0.2 0.125   5.31727721 8e+06 1.984163e+03
## 2691  0.12538121  1.09  1.09   0.2 0.125   0.98146558 8e+06 1.869375e+04
## 2692  0.19109977  1.09  1.09   0.2 0.125   9.14562074 8e+06 2.387592e+04
## 2693  0.15396724  1.09  1.09   0.2 0.125   0.76178138 8e+06 4.255370e+03
## 2694  0.52131483  1.09  1.09   0.2 0.125   6.20917537 8e+06 5.321882e+03
## 2695  0.34698369  1.09  1.09   0.2 0.125   0.44152385 8e+06 1.358074e+04
## 2696  0.20408884  1.09  1.09   0.2 0.125   4.25517175 8e+06 1.416397e+04
## 2697  0.38069784  1.09  1.09   0.2 0.125   0.86622592 8e+06 5.556542e+02
## 2698  0.10676104  1.09  1.09   0.2 0.125   9.06302954 8e+06 6.359970e+02
## 2699  0.27359015  1.09  1.09   0.2 0.125   0.70459991 8e+06 1.900645e+04
## 2700  0.15955221  1.09  1.09   0.2 0.125   3.93778763 8e+06 2.552241e+04
## 2701  0.15154883  1.09  1.09   0.2 0.125   0.65829524 8e+06 2.173396e+03
## 2702  0.10836788  1.09  1.09   0.2 0.125   4.53658060 8e+06 4.556448e+03
##                z_0 C_0 social_distancing_start_time quarantine_start_time
## 1     3.712279e+03   0                           17                    22
## 2     5.077334e+03   0                           17                    22
## 3     6.149248e+03   0                           17                    22
## 4     4.862690e+03   0                           17                    22
## 5     4.768716e+03   0                           17                    22
## 6     3.496775e+03   0                           17                    22
## 7     7.264944e+03   0                           17                    22
## 8     4.332758e+03   0                           17                    22
## 9     1.786395e+04   0                           17                    22
## 10    9.035736e+03   0                           17                    22
## 11    1.799212e+04   0                           17                    22
## 12    1.799206e+04   0                           17                    22
## 13    8.625922e+02   0                           17                    22
## 14    1.454674e+03   0                           17                    22
## 15    1.411170e+04   0                           17                    22
## 16    1.310319e+04   0                           17                    22
## 17    1.178250e+04   0                           17                    22
## 18    7.827191e+03   0                           17                    22
## 19    1.425259e+04   0                           17                    22
## 20    1.674021e+04   0                           17                    22
## 21    8.462578e+03   0                           17                    22
## 22    3.936113e+03   0                           17                    22
## 23    1.967079e+04   0                           17                    22
## 24    1.188062e+04   0                           17                    22
## 25    9.019926e+03   0                           17                    22
## 26    1.266291e+04   0                           17                    22
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## 28    8.812974e+03   0                           17                    22
## 29    1.444281e+04   0                           17                    22
## 30    9.904451e+03   0                           17                    22
## 31    2.653423e+03   0                           17                    22
## 32    1.846404e+03   0                           17                    22
## 33    1.407153e+04   0                           17                    22
## 34    8.852601e+03   0                           17                    22
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## 46    4.567607e+03   0                           17                    22
## 47    1.605590e+04   0                           17                    22
## 48    1.010721e+04   0                           17                    22
## 49    9.386235e+02   0                           17                    22
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## 53    1.899035e+04   0                           17                    22
## 54    1.068505e+04   0                           17                    22
## 55    5.914852e+03   0                           17                    22
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## 59    1.488954e+04   0                           17                    22
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## 61    1.613382e+03   0                           17                    22
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## 65    5.598005e+03   0                           17                    22
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## 67    1.577834e+04   0                           17                    22
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## 70    1.171248e+04   0                           17                    22
## 71    1.880234e+04   0                           17                    22
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## 73    3.077904e+03   0                           17                    22
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## 83    3.228018e+03   0                           17                    22
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## 146   1.960058e+03   0                           17                    22
## 147   1.412820e+04   0                           17                    22
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## 209   4.538516e+03   0                           17                    22
## 210   2.784094e+03   0                           17                    22
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## 212   1.258029e+04   0                           17                    22
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## 215   1.805116e+04   0                           17                    22
## 216   1.268440e+04   0                           17                    22
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## 219   1.359902e+04   0                           17                    22
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## 227   3.949023e+03   0                           17                    22
## 228   4.571061e+03   0                           17                    22
## 229   1.987044e+04   0                           17                    22
## 230   1.016686e+04   0                           17                    22
## 231   1.843222e+04   0                           17                    22
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## 1924  5.769633e+03   0                           17                    22
## 1925  5.635067e+03   0                           17                    22
## 1926  4.148144e+03   0                           17                    22
## 1927  6.696492e+03   0                           17                    22
## 1928  9.724655e+03   0                           17                    22
## 1929  1.741287e+04   0                           17                    22
## 1930  1.284798e+04   0                           17                    22
## 1931  5.986460e+03   0                           17                    22
## 1932  3.445661e+03   0                           17                    22
## 1933  5.368858e+03   0                           17                    22
## 1934  4.182108e+03   0                           17                    22
## 1935  9.108380e+03   0                           17                    22
## 1936  6.166724e+03   0                           17                    22
## 1937  7.133379e+03   0                           17                    22
## 1938  5.385763e+03   0                           17                    22
## 1939  2.623399e+03   0                           17                    22
## 1940  2.314330e+03   0                           17                    22
## 1941  4.224795e+03   0                           17                    22
## 1942  2.470920e+03   0                           17                    22
## 1943  1.268547e+04   0                           17                    22
## 1944  7.091737e+03   0                           17                    22
## 1945  8.899774e+03   0                           17                    22
## 1946  1.019855e+04   0                           17                    22
## 1947  1.572467e+04   0                           17                    22
## 1948  1.085819e+04   0                           17                    22
## 1949  1.574386e+04   0                           17                    22
## 1950  9.319939e+03   0                           17                    22
## 1951  1.627415e+04   0                           17                    22
## 1952  1.598483e+04   0                           17                    22
## 1953  1.842265e+04   0                           17                    22
## 1954  1.003444e+04   0                           17                    22
## 1955  7.785981e+03   0                           17                    22
## 1956  6.630229e+03   0                           17                    22
## 1957  1.002659e+03   0                           17                    22
## 1958  1.121306e+03   0                           17                    22
## 1959  1.994919e+04   0                           17                    22
## 1960  1.379871e+04   0                           17                    22
## 1961  1.082759e+04   0                           17                    22
## 1962  9.076964e+03   0                           17                    22
## 1963  2.588486e+03   0                           17                    22
## 1964  3.124512e+03   0                           17                    22
## 1965  1.074470e+04   0                           17                    22
## 1966  5.523251e+03   0                           17                    22
## 1967  1.366350e+04   0                           17                    22
## 1968  1.013239e+04   0                           17                    22
## 1969  2.095222e+03   0                           17                    22
## 1970  2.389876e+03   0                           17                    22
## 1971  8.552604e+03   0                           17                    22
## 1972  6.260377e+03   0                           17                    22
## 1973  1.317365e+03   0                           17                    22
## 1974  1.391912e+03   0                           17                    22
## 1975  9.505779e+03   0                           17                    22
## 1976  6.011585e+03   0                           17                    22
## 1977  1.649006e+04   0                           17                    22
## 1978  1.441702e+04   0                           17                    22
## 1979  2.186934e+02   0                           17                    22
## 1980  5.077387e+02   0                           17                    22
## 1981  4.749744e+03   0                           17                    22
## 1982  2.624236e+03   0                           17                    22
## 1983  1.346857e+04   0                           17                    22
## 1984  1.345292e+04   0                           17                    22
## 1985  1.298296e+04   0                           17                    22
## 1986  8.268350e+03   0                           17                    22
## 1987  1.868637e+04   0                           17                    22
## 1988  1.169697e+04   0                           17                    22
## 1989  1.110112e+04   0                           17                    22
## 1990  1.582928e+04   0                           17                    22
## 1991  5.249097e+03   0                           17                    22
## 1992  3.729088e+03   0                           17                    22
## 1993  8.858040e+03   0                           17                    22
## 1994  9.228165e+03   0                           17                    22
## 1995  8.599290e+03   0                           17                    22
## 1996  5.651410e+03   0                           17                    22
## 1997  7.375914e+03   0                           17                    22
## 1998  9.744024e+03   0                           17                    22
## 1999  3.779952e+03   0                           17                    22
## 2000  2.372619e+03   0                           17                    22
## 2001  1.343744e+04   0                           17                    22
## 2002  7.179790e+03   0                           17                    22
## 2003  8.164935e+03   0                           17                    22
## 2004  4.249737e+03   0                           17                    22
## 2005  1.375902e+03   0                           17                    22
## 2006  1.490390e+03   0                           17                    22
## 2007  1.989115e+04   0                           17                    22
## 2008  9.024583e+03   0                           17                    22
## 2009  1.738046e+04   0                           17                    22
## 2010  8.467048e+03   0                           17                    22
## 2011  1.374507e+04   0                           17                    22
## 2012  1.619470e+04   0                           17                    22
## 2013  1.238650e+04   0                           17                    22
## 2014  6.942087e+03   0                           17                    22
## 2015  1.593592e+04   0                           17                    22
## 2016  1.235363e+04   0                           17                    22
## 2017  7.969092e+03   0                           17                    22
## 2018  5.558191e+03   0                           17                    22
## 2019  9.325823e+03   0                           17                    22
## 2020  7.066674e+03   0                           17                    22
## 2021  8.653472e+03   0                           17                    22
## 2022  6.336531e+03   0                           17                    22
## 2023  1.249444e+04   0                           17                    22
## 2024  7.289052e+03   0                           17                    22
## 2025  1.491359e+04   0                           17                    22
## 2026  8.239836e+03   0                           17                    22
## 2027  1.669738e+04   0                           17                    22
## 2028  1.108099e+04   0                           17                    22
## 2029  1.618533e+04   0                           17                    22
## 2030  9.358318e+03   0                           17                    22
## 2031  1.101307e+04   0                           17                    22
## 2032  1.198582e+04   0                           17                    22
## 2033  9.824099e+03   0                           17                    22
## 2034  6.623014e+03   0                           17                    22
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## 2036  5.080376e+03   0                           17                    22
## 2037  1.897816e+04   0                           17                    22
## 2038  8.732475e+03   0                           17                    22
## 2039  1.112054e+04   0                           17                    22
## 2040  6.859301e+03   0                           17                    22
## 2041  1.310466e+04   0                           17                    22
## 2042  7.796413e+03   0                           17                    22
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## 2044  1.238760e+04   0                           17                    22
## 2045  1.621615e+04   0                           17                    22
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## 2053  1.109986e+04   0                           17                    22
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## 2065  6.485110e+03   0                           17                    22
## 2066  4.661068e+03   0                           17                    22
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## 2072  1.391181e+03   0                           17                    22
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## 2078  1.052514e+04   0                           17                    22
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## 2088  1.398984e+04   0                           17                    22
## 2089  1.653518e+04   0                           17                    22
## 2090  1.379701e+04   0                           17                    22
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## 2100  1.652975e+03   0                           17                    22
## 2101  1.885452e+04   0                           17                    22
## 2102  1.687763e+04   0                           17                    22
## 2103  1.066929e+04   0                           17                    22
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## 2105  1.348123e+04   0                           17                    22
## 2106  6.361512e+03   0                           17                    22
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## 2119  1.924565e+04   0                           17                    22
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## 2122  1.094148e+04   0                           17                    22
## 2123  2.982690e+03   0                           17                    22
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## 2141  1.285429e+04   0                           17                    22
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## 2188  4.879079e+03   0                           17                    22
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## 2208  1.022302e+04   0                           17                    22
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## 2215  1.514473e+04   0                           17                    22
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## 2221  1.001216e+04   0                           17                    22
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## 2238  1.210590e+04   0                           17                    22
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## 2253  1.561921e+04   0                           17                    22
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## 2323  1.032678e+04   0                           17                    22
## 2324  5.786548e+03   0                           17                    22
## 2325  1.499736e+04   0                           17                    22
## 2326  1.690280e+04   0                           17                    22
## 2327  2.175847e+03   0                           17                    22
## 2328  1.980512e+03   0                           17                    22
## 2329  1.601440e+04   0                           17                    22
## 2330  9.715464e+03   0                           17                    22
## 2331  8.871342e+03   0                           17                    22
## 2332  7.483207e+03   0                           17                    22
## 2333  1.448660e+04   0                           17                    22
## 2334  7.908077e+03   0                           17                    22
## 2335  1.435202e+03   0                           17                    22
## 2336  1.258362e+03   0                           17                    22
## 2337  3.436423e+03   0                           17                    22
## 2338  2.661932e+03   0                           17                    22
## 2339  1.117514e+04   0                           17                    22
## 2340  1.355137e+04   0                           17                    22
## 2341  1.910850e+04   0                           17                    22
## 2342  1.577356e+04   0                           17                    22
## 2343  2.358471e+03   0                           17                    22
## 2344  2.273142e+03   0                           17                    22
## 2345  1.010637e+04   0                           17                    22
## 2346  5.655137e+03   0                           17                    22
## 2347  1.236823e+04   0                           17                    22
## 2348  8.145659e+03   0                           17                    22
## 2349  1.215424e+04   0                           17                    22
## 2350  5.669408e+03   0                           17                    22
## 2351  1.393107e+03   0                           17                    22
## 2352  1.498634e+03   0                           17                    22
## 2353  1.961285e+03   0                           17                    22
## 2354  3.098464e+03   0                           17                    22
## 2355  9.678813e+02   0                           17                    22
## 2356  1.073172e+03   0                           17                    22
## 2357  1.986297e+04   0                           17                    22
## 2358  1.352066e+04   0                           17                    22
## 2359  1.322571e+04   0                           17                    22
## 2360  9.348482e+03   0                           17                    22
## 2361  1.597587e+04   0                           17                    22
## 2362  1.396886e+04   0                           17                    22
## 2363  1.975723e+04   0                           17                    22
## 2364  1.390160e+04   0                           17                    22
## 2365  4.331345e+03   0                           17                    22
## 2366  8.654880e+03   0                           17                    22
## 2367  1.521129e+04   0                           17                    22
## 2368  9.447372e+03   0                           17                    22
## 2369  1.715857e+03   0                           17                    22
## 2370  1.770531e+03   0                           17                    22
## 2371  1.182750e+04   0                           17                    22
## 2372  8.640929e+03   0                           17                    22
## 2373  1.786077e+04   0                           17                    22
## 2374  1.134285e+04   0                           17                    22
## 2375  8.530609e+03   0                           17                    22
## 2376  7.331222e+03   0                           17                    22
## 2377  1.707217e+04   0                           17                    22
## 2378  1.125145e+04   0                           17                    22
## 2379  7.273361e+03   0                           17                    22
## 2380  1.424740e+04   0                           17                    22
## 2381  1.186616e+04   0                           17                    22
## 2382  9.298747e+03   0                           17                    22
## 2383  8.758033e+03   0                           17                    22
## 2384  4.234442e+03   0                           17                    22
## 2385  6.882261e+03   0                           17                    22
## 2386  1.348367e+04   0                           17                    22
## 2387  7.261125e+03   0                           17                    22
## 2388  4.536710e+03   0                           17                    22
## 2389  1.850300e+04   0                           17                    22
## 2390  1.170372e+04   0                           17                    22
## 2391  1.604665e+04   0                           17                    22
## 2392  1.134698e+04   0                           17                    22
## 2393  1.860107e+04   0                           17                    22
## 2394  1.425066e+04   0                           17                    22
## 2395  1.666566e+04   0                           17                    22
## 2396  1.134261e+04   0                           17                    22
## 2397  7.746315e+03   0                           17                    22
## 2398  1.074884e+04   0                           17                    22
## 2399  1.145102e+04   0                           17                    22
## 2400  7.346365e+03   0                           17                    22
## 2401  6.880363e+03   0                           17                    22
## 2402  4.304032e+03   0                           17                    22
## 2403  1.348124e+03   0                           17                    22
## 2404  1.666670e+03   0                           17                    22
## 2405  1.437934e+04   0                           17                    22
## 2406  7.983900e+03   0                           17                    22
## 2407  1.837425e+04   0                           17                    22
## 2408  1.201201e+04   0                           17                    22
## 2409  3.193766e+03   0                           17                    22
## 2410  2.668463e+03   0                           17                    22
## 2411  1.289343e+04   0                           17                    22
## 2412  8.098562e+03   0                           17                    22
## 2413  3.185773e+03   0                           17                    22
## 2414  4.458004e+03   0                           17                    22
## 2415  1.597911e+04   0                           17                    22
## 2416  1.243723e+04   0                           17                    22
## 2417  3.498710e+03   0                           17                    22
## 2418  3.930001e+03   0                           17                    22
## 2419  7.797241e+03   0                           17                    22
## 2420  6.862638e+03   0                           17                    22
## 2421  1.901541e+04   0                           17                    22
## 2422  1.218067e+04   0                           17                    22
## 2423  1.749173e+04   0                           17                    22
## 2424  1.192263e+04   0                           17                    22
## 2425  8.040266e+03   0                           17                    22
## 2426  7.370693e+03   0                           17                    22
## 2427  1.537789e+04   0                           17                    22
## 2428  1.100969e+04   0                           17                    22
## 2429  1.283530e+04   0                           17                    22
## 2430  8.695072e+03   0                           17                    22
## 2431  1.316074e+04   0                           17                    22
## 2432  8.512587e+03   0                           17                    22
## 2433  1.514773e+03   0                           17                    22
## 2434  1.813450e+03   0                           17                    22
## 2435  1.296991e+04   0                           17                    22
## 2436  6.942927e+03   0                           17                    22
## 2437  1.237936e+04   0                           17                    22
## 2438  7.180395e+03   0                           17                    22
## 2439  6.249423e+03   0                           17                    22
## 2440  4.496045e+03   0                           17                    22
## 2441  1.354412e+04   0                           17                    22
## 2442  6.634241e+03   0                           17                    22
## 2443  1.627249e+04   0                           17                    22
## 2444  1.003569e+04   0                           17                    22
## 2445  2.993588e+03   0                           17                    22
## 2446  2.453204e+03   0                           17                    22
## 2447  1.970580e+04   0                           17                    22
## 2448  9.838169e+03   0                           17                    22
## 2449  1.317669e+04   0                           17                    22
## 2450  5.304864e+03   0                           17                    22
## 2451  1.146061e+04   0                           17                    22
## 2452  6.221640e+03   0                           17                    22
## 2453  9.508307e+03   0                           17                    22
## 2454  5.685554e+03   0                           17                    22
## 2455  1.116697e+04   0                           17                    22
## 2456  7.776935e+03   0                           17                    22
## 2457  6.533978e+03   0                           17                    22
## 2458  5.101679e+03   0                           17                    22
## 2459  2.805622e+03   0                           17                    22
## 2460  2.647400e+03   0                           17                    22
## 2461  3.976362e+03   0                           17                    22
## 2462  5.153267e+03   0                           17                    22
## 2463  1.559580e+04   0                           17                    22
## 2464  1.394689e+04   0                           17                    22
## 2465  7.597021e+03   0                           17                    22
## 2466  4.009193e+03   0                           17                    22
## 2467  3.585307e+02   0                           17                    22
## 2468  6.197159e+02   0                           17                    22
## 2469  4.979843e+03   0                           17                    22
## 2470  6.318390e+03   0                           17                    22
## 2471  8.066771e+03   0                           17                    22
## 2472  5.585572e+03   0                           17                    22
## 2473  1.814758e+04   0                           17                    22
## 2474  1.380802e+04   0                           17                    22
## 2475  1.188019e+04   0                           17                    22
## 2476  6.563313e+03   0                           17                    22
## 2477  1.560961e+04   0                           17                    22
## 2478  9.816755e+03   0                           17                    22
## 2479  1.665818e+04   0                           17                    22
## 2480  1.287088e+04   0                           17                    22
## 2481  1.760227e+04   0                           17                    22
## 2482  2.019649e+04   0                           17                    22
## 2483  1.188587e+04   0                           17                    22
## 2484  9.897744e+03   0                           17                    22
## 2485  9.674740e+03   0                           17                    22
## 2486  5.495762e+03   0                           17                    22
## 2487  1.647560e+04   0                           17                    22
## 2488  1.166882e+04   0                           17                    22
## 2489  1.204690e+04   0                           17                    22
## 2490  7.854873e+03   0                           17                    22
## 2491  7.096663e+02   0                           17                    22
## 2492  6.491915e+02   0                           17                    22
## 2493  1.195368e+04   0                           17                    22
## 2494  7.214445e+03   0                           17                    22
## 2495  1.008423e+04   0                           17                    22
## 2496  6.414054e+03   0                           17                    22
## 2497  1.483645e+04   0                           17                    22
## 2498  1.047985e+04   0                           17                    22
## 2499  1.786557e+04   0                           17                    22
## 2500  9.964683e+03   0                           17                    22
## 2501  1.762419e+04   0                           17                    22
## 2502  8.529348e+03   0                           17                    22
## 2503  9.182991e+03   0                           17                    22
## 2504  1.695010e+04   0                           17                    22
## 2505  9.584147e+03   0                           17                    22
## 2506  7.189125e+03   0                           17                    22
## 2507  1.459503e+04   0                           17                    22
## 2508  1.035343e+04   0                           17                    22
## 2509  1.422672e+04   0                           17                    22
## 2510  8.121636e+03   0                           17                    22
## 2511  3.061795e+03   0                           17                    22
## 2512  2.519297e+03   0                           17                    22
## 2513  1.114105e+04   0                           17                    22
## 2514  8.630748e+03   0                           17                    22
## 2515  2.377747e+03   0                           17                    22
## 2516  4.234606e+03   0                           17                    22
## 2517  1.111664e+04   0                           17                    22
## 2518  6.306089e+03   0                           17                    22
## 2519  9.067068e+03   0                           17                    22
## 2520  5.094046e+03   0                           17                    22
## 2521  9.605245e+03   0                           17                    22
## 2522  1.141420e+04   0                           17                    22
## 2523  3.598362e+03   0                           17                    22
## 2524  2.564920e+03   0                           17                    22
## 2525  1.290154e+04   0                           17                    22
## 2526  9.788022e+03   0                           17                    22
## 2527  1.350065e+04   0                           17                    22
## 2528  9.279083e+03   0                           17                    22
## 2529  4.795536e+03   0                           17                    22
## 2530  3.112010e+03   0                           17                    22
## 2531  1.314260e+04   0                           17                    22
## 2532  7.344630e+03   0                           17                    22
## 2533  1.819381e+04   0                           17                    22
## 2534  1.011956e+04   0                           17                    22
## 2535  1.560432e+04   0                           17                    22
## 2536  9.370923e+03   0                           17                    22
## 2537  7.821275e+03   0                           17                    22
## 2538  4.593455e+03   0                           17                    22
## 2539  1.069983e+04   0                           17                    22
## 2540  6.745616e+03   0                           17                    22
## 2541  1.792034e+04   0                           17                    22
## 2542  1.061257e+04   0                           17                    22
## 2543  1.501230e+04   0                           17                    22
## 2544  1.325814e+04   0                           17                    22
## 2545  1.061768e+04   0                           17                    22
## 2546  1.149410e+04   0                           17                    22
## 2547  1.362100e+04   0                           17                    22
## 2548  8.502308e+03   0                           17                    22
## 2549  1.048754e+04   0                           17                    22
## 2550  8.440894e+03   0                           17                    22
## 2551  5.945010e+03   0                           17                    22
## 2552  4.383411e+03   0                           17                    22
## 2553  5.254593e+03   0                           17                    22
## 2554  3.898834e+03   0                           17                    22
## 2555  1.509131e+04   0                           17                    22
## 2556  8.728696e+03   0                           17                    22
## 2557  9.039859e+03   0                           17                    22
## 2558  6.199622e+03   0                           17                    22
## 2559  1.294865e+04   0                           17                    22
## 2560  8.656079e+03   0                           17                    22
## 2561  4.683332e+03   0                           17                    22
## 2562  5.713799e+03   0                           17                    22
## 2563  3.912449e+03   0                           17                    22
## 2564  4.452723e+03   0                           17                    22
## 2565  1.831093e+04   0                           17                    22
## 2566  1.153641e+04   0                           17                    22
## 2567  4.478581e+03   0                           17                    22
## 2568  3.337959e+03   0                           17                    22
## 2569  7.849866e+03   0                           17                    22
## 2570  9.979886e+03   0                           17                    22
## 2571  1.081730e+04   0                           17                    22
## 2572  4.882316e+03   0                           17                    22
## 2573  1.675746e+04   0                           17                    22
## 2574  1.088875e+04   0                           17                    22
## 2575  7.017243e+03   0                           17                    22
## 2576  3.708400e+03   0                           17                    22
## 2577  1.335517e+04   0                           17                    22
## 2578  7.388328e+03   0                           17                    22
## 2579  1.747412e+04   0                           17                    22
## 2580  2.389177e+04   0                           17                    22
## 2581  1.766497e+04   0                           17                    22
## 2582  9.393392e+03   0                           17                    22
## 2583  4.593224e+03   0                           17                    22
## 2584  2.883736e+03   0                           17                    22
## 2585  1.480803e+03   0                           17                    22
## 2586  1.376041e+03   0                           17                    22
## 2587  1.353444e+03   0                           17                    22
## 2588  1.725165e+03   0                           17                    22
## 2589  1.934343e+03   0                           17                    22
## 2590  1.938254e+03   0                           17                    22
## 2591  2.665400e+03   0                           17                    22
## 2592  4.767165e+03   0                           17                    22
## 2593  1.612510e+04   0                           17                    22
## 2594  1.039170e+04   0                           17                    22
## 2595  1.270551e+04   0                           17                    22
## 2596  1.719905e+04   0                           17                    22
## 2597  1.342089e+04   0                           17                    22
## 2598  8.768135e+03   0                           17                    22
## 2599  1.912442e+04   0                           17                    22
## 2600  1.749331e+04   0                           17                    22
## 2601  4.890072e+03   0                           17                    22
## 2602  3.652487e+03   0                           17                    22
## 2603  1.601354e+04   0                           17                    22
## 2604  9.576605e+03   0                           17                    22
## 2605  6.711254e+03   0                           17                    22
## 2606  4.715915e+03   0                           17                    22
## 2607  7.774734e+03   0                           17                    22
## 2608  4.738380e+03   0                           17                    22
## 2609  1.407317e+04   0                           17                    22
## 2610  9.713655e+03   0                           17                    22
## 2611  3.352444e+03   0                           17                    22
## 2612  2.347127e+03   0                           17                    22
## 2613  1.366204e+04   0                           17                    22
## 2614  1.009137e+04   0                           17                    22
## 2615  3.222084e+03   0                           17                    22
## 2616  2.552349e+03   0                           17                    22
## 2617  1.909476e+03   0                           17                    22
## 2618  1.834922e+03   0                           17                    22
## 2619  1.870793e+04   0                           17                    22
## 2620  1.231288e+04   0                           17                    22
## 2621  3.016386e+03   0                           17                    22
## 2622  2.246518e+03   0                           17                    22
## 2623  1.843379e+04   0                           17                    22
## 2624  1.931716e+04   0                           17                    22
## 2625  1.955549e+04   0                           17                    22
## 2626  1.295165e+04   0                           17                    22
## 2627  1.272094e+04   0                           17                    22
## 2628  7.232496e+03   0                           17                    22
## 2629  1.159711e+04   0                           17                    22
## 2630  6.044766e+03   0                           17                    22
## 2631  1.688108e+04   0                           17                    22
## 2632  1.273246e+04   0                           17                    22
## 2633  2.278318e+03   0                           17                    22
## 2634  2.009270e+03   0                           17                    22
## 2635  1.013099e+04   0                           17                    22
## 2636  5.278738e+03   0                           17                    22
## 2637  1.447699e+04   0                           17                    22
## 2638  1.021775e+04   0                           17                    22
## 2639  5.572170e+03   0                           17                    22
## 2640  4.300232e+03   0                           17                    22
## 2641  1.823533e+04   0                           17                    22
## 2642  8.141286e+03   0                           17                    22
## 2643  1.375611e+04   0                           17                    22
## 2644  1.076077e+04   0                           17                    22
## 2645  1.784774e+04   0                           17                    22
## 2646  1.526192e+04   0                           17                    22
## 2647  1.696681e+04   0                           17                    22
## 2648  1.185058e+04   0                           17                    22
## 2649  8.829304e+03   0                           17                    22
## 2650  1.057015e+04   0                           17                    22
## 2651  1.388885e+04   0                           17                    22
## 2652  7.993953e+03   0                           17                    22
## 2653  1.606260e+04   0                           17                    22
## 2654  1.985752e+04   0                           17                    22
## 2655  4.420807e+03   0                           17                    22
## 2656  3.025351e+03   0                           17                    22
## 2657  8.639690e+03   0                           17                    22
## 2658  5.054895e+03   0                           17                    22
## 2659  1.678735e+04   0                           17                    22
## 2660  9.689104e+03   0                           17                    22
## 2661  9.090183e+02   0                           17                    22
## 2662  1.433234e+03   0                           17                    22
## 2663  1.413900e+04   0                           17                    22
## 2664  9.569075e+03   0                           17                    22
## 2665  3.698341e+03   0                           17                    22
## 2666  2.975611e+03   0                           17                    22
## 2667  6.108544e+03   0                           17                    22
## 2668  3.306874e+03   0                           17                    22
## 2669  5.920009e+03   0                           17                    22
## 2670  4.428351e+03   0                           17                    22
## 2671  9.295052e+03   0                           17                    22
## 2672  5.758811e+03   0                           17                    22
## 2673  3.515144e+03   0                           17                    22
## 2674  3.674726e+03   0                           17                    22
## 2675  1.648607e+04   0                           17                    22
## 2676  1.195871e+04   0                           17                    22
## 2677  1.169125e+04   0                           17                    22
## 2678  8.881299e+03   0                           17                    22
## 2679  1.301941e+03   0                           17                    22
## 2680  2.080628e+03   0                           17                    22
## 2681  1.015262e+04   0                           17                    22
## 2682  6.743577e+03   0                           17                    22
## 2683  7.417555e+03   0                           17                    22
## 2684  9.649142e+03   0                           17                    22
## 2685  1.367449e+04   0                           17                    22
## 2686  1.394028e+04   0                           17                    22
## 2687  1.511956e+03   0                           17                    22
## 2688  1.997766e+03   0                           17                    22
## 2689  1.575016e+03   0                           17                    22
## 2690  2.716598e+03   0                           17                    22
## 2691  4.936825e+03   0                           17                    22
## 2692  3.698904e+03   0                           17                    22
## 2693  9.710630e+03   0                           17                    22
## 2694  1.748631e+04   0                           17                    22
## 2695  2.088036e+03   0                           17                    22
## 2696  1.866531e+03   0                           17                    22
## 2697  1.305647e+04   0                           17                    22
## 2698  1.111715e+04   0                           17                    22
## 2699  1.562845e+04   0                           17                    22
## 2700  8.705325e+03   0                           17                    22
## 2701  1.208416e+04   0                           17                    22
## 2702  8.869790e+03   0                           17                    22
##       PCR_sens      sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0
## 1          0.9 9.867105e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2          0.9 3.052595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 3          0.9 4.871265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 4          0.9 2.814612e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 5          0.9 1.170890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 6          0.9 2.812833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 7          0.9 3.876503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 8          0.9 2.813773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 9          0.9 1.220936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 10         0.9 2.882137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 11         0.9 3.328956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 12         0.9 3.004170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 13         0.9 2.890220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 14         0.9 3.116942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 15         0.9 1.264281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 16         0.9 3.004127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 17         0.9 4.996432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 18         0.9 2.816628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 19         0.9 1.013564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 20         0.9 3.187959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 21         0.9 1.518483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 22         0.9 2.831911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 23         0.9 1.011572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 24         0.9 2.886821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 25         0.9 1.908969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 26         0.9 3.028676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 27         0.9 3.602052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 28         0.9 2.840995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 29         0.9 2.662954e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 30         0.9 2.842662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 31         0.9 2.297172e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 32         0.9 2.817479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 33         0.9 2.625824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 34         0.9 2.826957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 35         0.9 7.033302e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 36         0.9 2.849653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 37         0.9 2.115257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 38         0.9 6.159118e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 39         0.9 2.954149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 40         0.9 2.812508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 41         0.9 1.168817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 42         0.9 2.829757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 43         0.9 1.396893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 44         0.9 2.802163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 45         0.9 3.556449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 46         0.9 2.806694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 47         0.9 3.085513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 48         0.9 2.822040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 49         0.9 1.205003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 50         0.9 2.816765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 51         0.9 2.516873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 52         0.9 2.820025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 53         0.9 2.039906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 54         0.9 2.801721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 55         0.9 1.643605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 56         0.9 2.919188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 57         0.9 9.555130e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 58         0.9 2.832178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 59         0.9 4.223329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 60         0.9 2.807969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 61         0.9 3.120676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 62         0.9 2.830270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 63         0.9 1.178537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 64         0.9 3.067063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 65         0.9 3.548984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 66         0.9 2.828850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 67         0.9 3.237684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 68         0.9 2.910793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 69         0.9 4.119233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 70         0.9 3.005047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 71         0.9 2.237157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 72         0.9 2.879909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 73         0.9 4.899844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 74         0.9 2.769607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 75         0.9 3.495030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 76         0.9 2.805448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 77         0.9 1.756350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 78         0.9 2.872016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 79         0.9 2.104988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 80         0.9 2.917784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 81         0.9 3.172016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 82         0.9 2.838683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 83         0.9 9.989193e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 84         0.9 2.795958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 85         0.9 2.072107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 86         0.9 2.801200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 87         0.9 4.932538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 88         0.9 2.888000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 89         0.9 1.606728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 90         0.9 2.959620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 91         0.9 4.311231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 92         0.9 2.841146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 93         0.9 2.547262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 94         0.9 2.877611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 95         0.9 1.096275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 96         0.9 2.884999e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 97         0.9 1.092730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 98         0.9 2.931934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 99         0.9 3.346850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 100        0.9 2.788496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 101        0.9 4.303957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 102        0.9 4.644023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 103        0.9 2.375810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 104        0.9 2.770598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 105        0.9 2.331963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 106        0.9 2.822887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 107        0.9 8.798013e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 108        0.9 2.808029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 109        0.9 1.982233e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 110        0.9 2.817255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 111        0.9 1.077679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 112        0.9 3.010449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 113        0.9 3.541914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 114        0.9 2.800931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 115        0.9 3.691242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 116        0.9 3.139830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 117        0.9 4.245087e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 118        0.9 2.841797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 119        0.9 3.887851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 120        0.9 2.975728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 121        0.9 4.381909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 122        0.9 2.806804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 123        0.9 1.173806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 124        0.9 2.883553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 125        0.9 2.863117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 126        0.9 2.933579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 127        0.9 1.562014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 128        0.9 2.827430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 129        0.9 1.217021e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 130        0.9 2.822915e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 131        0.9 4.210966e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 132        0.9 2.781451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 133        0.9 2.447877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 134        0.9 3.055688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 135        0.9 4.035369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 136        0.9 2.831990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 137        0.9 1.223036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 138        0.9 2.832550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 139        0.9 2.763662e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 140        0.9 3.020400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 141        0.9 4.169681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 142        0.9 3.889267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 143        0.9 5.960251e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 144        0.9 4.529316e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 145        0.9 3.491684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 146        0.9 2.799857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 147        0.9 6.691083e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 148        0.9 2.817962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 149        0.9 2.690092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 150        0.9 2.813007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 151        0.9 1.437300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 152        0.9 2.798571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 153        0.9 2.459951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 154        0.9 2.797511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 155        0.9 2.249613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 156        0.9 2.965303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 157        0.9 1.618215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 158        0.9 2.803399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 159        0.9 2.385701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 160        0.9 2.822270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 161        0.9 4.527220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 162        0.9 2.956225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 163        0.9 2.768707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 164        0.9 2.913832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 165        0.9 6.241987e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 166        0.9 2.790959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 167        0.9 1.412653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 168        0.9 2.801587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 169        0.9 2.605227e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 170        0.9 3.046048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 171        0.9 3.862565e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 172        0.9 2.804220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 173        0.9 4.972131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 174        0.9 4.513897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 175        0.9 2.772573e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 176        0.9 3.040633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 177        0.9 1.402279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 178        0.9 2.999921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 179        0.9 1.103740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 180        0.9 2.914502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 181        0.9 1.654436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 182        0.9 2.795501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 183        0.9 2.730868e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 184        0.9 2.981671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 185        0.9 4.255018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 186        0.9 2.911791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 187        0.9 1.823889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 188        0.9 2.867670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 189        0.9 4.337879e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 190        0.9 2.804522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 191        0.9 6.756294e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 192        0.9 2.818178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 193        0.9 3.132753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 194        0.9 3.100344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 195        0.9 3.441650e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 196        0.9 2.814708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 197        0.9 2.345629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 198        0.9 2.830534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 199        0.9 2.090291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 200        0.9 2.821391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 201        0.9 3.059807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 202        0.9 2.976888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 203        0.9 1.518841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 204        0.9 2.850477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 205        0.9 1.328549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 206        0.9 3.054860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 207        0.9 4.686791e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 208        0.9 3.034478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 209        0.9 4.714374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 210        0.9 2.819993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 211        0.9 3.831520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 212        0.9 2.794371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 213        0.9 6.682302e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 214        0.9 2.833856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 215        0.9 2.457703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 216        0.9 2.812104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 217        0.9 2.107372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 218        0.9 2.782166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 219        0.9 3.744975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 220        0.9 2.936401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 221        0.9 4.338840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 222        0.9 2.799295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 223        0.9 2.398257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 224        0.9 2.823968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 225        0.9 7.568321e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 226        0.9 2.845364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 227        0.9 3.928951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 228        0.9 3.086056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 229        0.9 2.580661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 230        0.9 2.822475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 231        0.9 1.889721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 232        0.9 2.781107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 233        0.9 2.538736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 234        0.9 2.805302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 235        0.9 4.839398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 236        0.9 2.827571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 237        0.9 4.264371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 238        0.9 3.085604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 239        0.9 1.524545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 240        0.9 2.807847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 241        0.9 6.832893e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 242        0.9 2.823061e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 243        0.9 2.432345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 244        0.9 2.856043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 245        0.9 5.141451e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 246        0.9 5.991512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 247        0.9 1.129879e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 248        0.9 3.041688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 249        0.9 1.601230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 250        0.9 2.877529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 251        0.9 4.445932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 252        0.9 2.829136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 253        0.9 3.292547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 254        0.9 2.843283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 255        0.9 3.356382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 256        0.9 2.885697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 257        0.9 4.424287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 258        0.9 2.996678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 259        0.9 4.646078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 260        0.9 3.045088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 261        0.9 8.904112e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 262        0.9 2.964791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 263        0.9 4.178018e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 264        0.9 2.822810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 265        0.9 7.045206e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 266        0.9 2.799803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 267        0.9 3.918131e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 268        0.9 2.860403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 269        0.9 1.416176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 270        0.9 2.827314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 271        0.9 1.795958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 272        0.9 2.825396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 273        0.9 4.339043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 274        0.9 2.870001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 275        0.9 3.177419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 276        0.9 2.808186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 277        0.9 4.474465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 278        0.9 2.852002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 279        0.9 2.216527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 280        0.9 2.871916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 281        0.9 2.955684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 282        0.9 3.027486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 283        0.9 4.615456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 284        0.9 2.817040e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 285        0.9 1.579602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 286        0.9 2.807815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 287        0.9 6.619067e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 288        0.9 2.918320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 289        0.9 4.848925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 290        0.9 3.026429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 291        0.9 7.260462e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 292        0.9 2.760161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 293        0.9 3.765035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 294        0.9 2.792891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 295        0.9 1.151511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 296        0.9 2.811942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 297        0.9 3.059275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 298        0.9 2.838993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 299        0.9 3.023668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 300        0.9 2.844185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 301        0.9 1.602043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 302        0.9 2.923244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 303        0.9 4.358411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 304        0.9 2.823218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 305        0.9 9.931193e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 306        0.9 2.818887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 307        0.9 3.283074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 308        0.9 2.833333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 309        0.9 1.869586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 310        0.9 5.959960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 311        0.9 2.216025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 312        0.9 3.212434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 313        0.9 1.043715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 314        0.9 2.797724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 315        0.9 4.679679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 316        0.9 2.801978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 317        0.9 4.117394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 318        0.9 2.835206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 319        0.9 4.952016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 320        0.9 2.797172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 321        0.9 3.214492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 322        0.9 2.816727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 323        0.9 3.452213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 324        0.9 2.812579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 325        0.9 2.381208e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 326        0.9 2.793194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 327        0.9 3.120841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 328        0.9 2.936188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 329        0.9 3.939863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 330        0.9 2.936094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 331        0.9 1.920426e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 332        0.9 2.846482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 333        0.9 1.339259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 334        0.9 2.911715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 335        0.9 3.170216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 336        0.9 3.024123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 337        0.9 4.872507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 338        0.9 2.829558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 339        0.9 2.259430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 340        0.9 2.830763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 341        0.9 1.622985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 342        0.9 3.070712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 343        0.9 3.003414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 344        0.9 2.801410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 345        0.9 2.862724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 346        0.9 2.848366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 347        0.9 2.611864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 348        0.9 2.912624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 349        0.9 2.822818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 350        0.9 2.936622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 351        0.9 1.936975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 352        0.9 3.104187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 353        0.9 2.165806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 354        0.9 2.855898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 355        0.9 6.395721e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 356        0.9 2.864800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 357        0.9 4.571342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 358        0.9 3.052938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 359        0.9 1.552714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 360        0.9 2.930469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 361        0.9 2.118577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 362        0.9 2.809073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 363        0.9 1.097693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 364        0.9 2.948400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 365        0.9 3.366419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 366        0.9 2.896554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 367        0.9 3.692743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 368        0.9 3.163306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 369        0.9 1.925621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 370        0.9 4.485316e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 371        0.9 4.493147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 372        0.9 2.828730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 373        0.9 1.478466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 374        0.9 2.811964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 375        0.9 2.006443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 376        0.9 2.821356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 377        0.9 2.580588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 378        0.9 2.860635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 379        0.9 3.408916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 380        0.9 2.803672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 381        0.9 4.508023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 382        0.9 2.808959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 383        0.9 1.163336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 384        0.9 2.915571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 385        0.9 4.653577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 386        0.9 3.038490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 387        0.9 2.766235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 388        0.9 2.968630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 389        0.9 4.024538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 390        0.9 2.806421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 391        0.9 1.896684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 392        0.9 3.021977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 393        0.9 3.574865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 394        0.9 4.494019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 395        0.9 3.585187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 396        0.9 2.816852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 397        0.9 6.564405e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 398        0.9 2.844946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 399        0.9 2.331113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 400        0.9 2.805412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 401        0.9 4.979852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 402        0.9 2.817836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 403        0.9 1.947853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 404        0.9 2.810081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 405        0.9 3.776244e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 406        0.9 2.813034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 407        0.9 3.048525e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 408        0.9 3.100541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 409        0.9 2.393645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 410        0.9 2.897169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 411        0.9 1.410548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 412        0.9 2.793865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 413        0.9 3.795776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 414        0.9 3.063410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 415        0.9 8.114701e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 416        0.9 2.824688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 417        0.9 3.641022e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 418        0.9 2.804700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 419        0.9 2.038730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 420        0.9 2.824436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 421        0.9 2.726907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 422        0.9 3.133922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 423        0.9 3.977436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 424        0.9 2.791809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 425        0.9 4.254560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 426        0.9 2.952810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 427        0.9 2.554227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 428        0.9 2.829284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 429        0.9 1.567163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 430        0.9 2.787542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 431        0.9 2.750655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 432        0.9 3.132501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 433        0.9 1.987700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 434        0.9 2.857173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 435        0.9 1.957880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 436        0.9 2.814352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 437        0.9 5.608985e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 438        0.9 2.867022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 439        0.9 2.752235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 440        0.9 2.851358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 441        0.9 1.003335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 442        0.9 2.799137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 443        0.9 2.868985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 444        0.9 2.830083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 445        0.9 2.567620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 446        0.9 2.835803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 447        0.9 1.569776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 448        0.9 2.961729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 449        0.9 1.307815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 450        0.9 2.855017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 451        0.9 2.441598e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 452        0.9 2.851528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 453        0.9 4.236296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 454        0.9 2.986254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 455        0.9 4.374685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 456        0.9 2.922790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 457        0.9 4.635392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 458        0.9 2.948329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 459        0.9 3.216138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 460        0.9 2.838706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 461        0.9 2.947597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 462        0.9 2.806334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 463        0.9 2.498693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 464        0.9 2.854925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 465        0.9 4.360894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 466        0.9 2.821223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 467        0.9 1.450226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 468        0.9 2.808152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 469        0.9 6.042636e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 470        0.9 4.444311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 471        0.9 3.908845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 472        0.9 2.808791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 473        0.9 2.210415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 474        0.9 2.831724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 475        0.9 1.583369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 476        0.9 2.813491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 477        0.9 3.367539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 478        0.9 2.816658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 479        0.9 4.983318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 480        0.9 2.808292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 481        0.9 2.539897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 482        0.9 2.968718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 483        0.9 3.913757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 484        0.9 2.860886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 485        0.9 1.638716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 486        0.9 2.816729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 487        0.9 1.651538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 488        0.9 3.179531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 489        0.9 2.722132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 490        0.9 2.984880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 491        0.9 2.831343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 492        0.9 3.058560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 493        0.9 1.301163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 494        0.9 4.634463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 495        0.9 2.132155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 496        0.9 2.981398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 497        0.9 1.974854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 498        0.9 2.784743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 499        0.9 3.376889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 500        0.9 2.998977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 501        0.9 4.808165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 502        0.9 2.794803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 503        0.9 4.544001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 504        0.9 3.149647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 505        0.9 2.376062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 506        0.9 2.796012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 507        0.9 3.671640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 508        0.9 2.953862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 509        0.9 8.894050e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 510        0.9 2.796038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 511        0.9 2.510748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 512        0.9 3.038483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 513        0.9 2.284046e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 514        0.9 2.859654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 515        0.9 3.865834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 516        0.9 2.881605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 517        0.9 1.573697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 518        0.9 6.274452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 519        0.9 4.609741e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 520        0.9 2.956584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 521        0.9 4.481668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 522        0.9 2.827218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 523        0.9 2.288786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 524        0.9 3.165183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 525        0.9 4.148412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 526        0.9 3.095719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 527        0.9 1.682788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 528        0.9 2.808217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 529        0.9 3.117966e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 530        0.9 2.796421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 531        0.9 3.712465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 532        0.9 2.997284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 533        0.9 1.017013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 534        0.9 2.794951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 535        0.9 8.901522e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 536        0.9 3.204076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 537        0.9 2.858069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 538        0.9 2.829120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 539        0.9 1.550905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 540        0.9 2.801533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 541        0.9 1.180618e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 542        0.9 2.933872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 543        0.9 2.594042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 544        0.9 2.846343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 545        0.9 2.259705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 546        0.9 2.824773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 547        0.9 6.462857e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 548        0.9 2.820245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 549        0.9 3.440327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 550        0.9 2.832505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 551        0.9 1.962295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 552        0.9 2.975171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 553        0.9 9.237294e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 554        0.9 3.082918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 555        0.9 4.269100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 556        0.9 4.872658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 557        0.9 2.075451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 558        0.9 2.919399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 559        0.9 3.979147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 560        0.9 2.799618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 561        0.9 7.577545e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 562        0.9 2.766809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 563        0.9 4.162402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 564        0.9 2.840643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 565        0.9 1.962475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 566        0.9 2.825206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 567        0.9 4.106791e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 568        0.9 3.029897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 569        0.9 2.860501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 570        0.9 2.793228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 571        0.9 4.073537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 572        0.9 2.803567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 573        0.9 1.004035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 574        0.9 2.860387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 575        0.9 4.528756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 576        0.9 2.832245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 577        0.9 3.193383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 578        0.9 2.754122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 579        0.9 4.464528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 580        0.9 2.808628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 581        0.9 4.110253e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 582        0.9 3.144875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 583        0.9 3.902798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 584        0.9 3.189971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 585        0.9 4.535715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 586        0.9 3.072342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 587        0.9 2.177573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 588        0.9 2.822047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 589        0.9 1.979322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 590        0.9 2.807871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 591        0.9 1.479615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 592        0.9 2.839085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 593        0.9 3.602335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 594        0.9 2.784234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 595        0.9 1.879523e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 596        0.9 2.790345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 597        0.9 3.983710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 598        0.9 2.895030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 599        0.9 4.877315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 600        0.9 2.787037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 601        0.9 4.502967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 602        0.9 2.826036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 603        0.9 2.644037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 604        0.9 2.884491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 605        0.9 3.743175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 606        0.9 2.946864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 607        0.9 2.456574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 608        0.9 2.833207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 609        0.9 3.143358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 610        0.9 3.102833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 611        0.9 4.687232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 612        0.9 3.048218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 613        0.9 7.156518e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 614        0.9 2.823419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 615        0.9 4.982744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 616        0.9 3.026692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 617        0.9 1.130793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 618        0.9 2.798343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 619        0.9 3.871856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 620        0.9 2.794592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 621        0.9 3.066137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 622        0.9 2.933037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 623        0.9 4.681026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 624        0.9 5.176706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 625        0.9 1.455507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 626        0.9 2.866880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 627        0.9 1.463969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 628        0.9 2.822549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 629        0.9 1.315121e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 630        0.9 3.107759e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 631        0.9 9.458070e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 632        0.9 2.830368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 633        0.9 1.507939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 634        0.9 2.955780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 635        0.9 4.965860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 636        0.9 2.863102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 637        0.9 4.204433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 638        0.9 2.962009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 639        0.9 3.921653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 640        0.9 2.867102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 641        0.9 3.539773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 642        0.9 2.834515e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 643        0.9 1.162358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 644        0.9 2.812334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 645        0.9 2.886398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 646        0.9 3.303690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 647        0.9 1.247280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 648        0.9 2.801661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 649        0.9 2.533733e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 650        0.9 2.834163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 651        0.9 1.518265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 652        0.9 2.820093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 653        0.9 3.454321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 654        0.9 5.870531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 655        0.9 6.002569e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 656        0.9 2.806527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 657        0.9 6.422799e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 658        0.9 3.380804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 659        0.9 5.212175e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 660        0.9 3.017648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 661        0.9 6.494299e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 662        0.9 2.852330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 663        0.9 2.236134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 664        0.9 2.800273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 665        0.9 4.926895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 666        0.9 2.824368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 667        0.9 9.366781e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 668        0.9 2.843100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 669        0.9 1.648683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 670        0.9 2.806043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 671        0.9 4.285815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 672        0.9 2.816537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 673        0.9 2.706728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 674        0.9 2.866520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 675        0.9 2.537940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 676        0.9 2.793994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 677        0.9 1.106786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 678        0.9 2.828785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 679        0.9 4.865245e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 680        0.9 2.800818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 681        0.9 1.741842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 682        0.9 2.966739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 683        0.9 7.441828e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 684        0.9 2.825548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 685        0.9 1.814022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 686        0.9 3.083853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 687        0.9 2.191200e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 688        0.9 2.823866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 689        0.9 1.202242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 690        0.9 2.892231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 691        0.9 3.785880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 692        0.9 3.017351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 693        0.9 1.442635e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 694        0.9 2.810322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 695        0.9 3.815949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 696        0.9 2.814251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 697        0.9 3.071136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 698        0.9 3.091005e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 699        0.9 2.971559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 700        0.9 2.826038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 701        0.9 3.471139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 702        0.9 2.840753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 703        0.9 2.872325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 704        0.9 2.837291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 705        0.9 1.857149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 706        0.9 2.854402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 707        0.9 3.451052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 708        0.9 2.927917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 709        0.9 3.351444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 710        0.9 3.309145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 711        0.9 4.073291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 712        0.9 2.830188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 713        0.9 3.685449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 714        0.9 2.851282e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 715        0.9 1.766870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 716        0.9 2.830388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 717        0.9 3.095291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 718        0.9 2.824804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 719        0.9 3.888486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 720        0.9 3.134616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 721        0.9 3.809933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 722        0.9 2.815875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 723        0.9 4.593803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 724        0.9 2.830699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 725        0.9 1.024576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 726        0.9 3.088913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 727        0.9 7.566025e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 728        0.9 4.628064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 729        0.9 1.205657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 730        0.9 2.802478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 731        0.9 4.322930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 732        0.9 2.808702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 733        0.9 3.714039e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 734        0.9 2.826310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 735        0.9 1.693361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 736        0.9 2.984948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 737        0.9 2.758833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 738        0.9 2.811842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 739        0.9 3.698089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 740        0.9 4.954977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 741        0.9 3.802236e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 742        0.9 2.844228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 743        0.9 1.361682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 744        0.9 2.803339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 745        0.9 7.377780e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 746        0.9 2.835833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 747        0.9 2.147940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 748        0.9 2.831704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 749        0.9 2.548053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 750        0.9 2.974479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 751        0.9 1.709860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 752        0.9 2.852611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 753        0.9 1.768536e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 754        0.9 2.839848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 755        0.9 3.199724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 756        0.9 2.838561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 757        0.9 1.558403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 758        0.9 2.996411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 759        0.9 2.300433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 760        0.9 2.812460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 761        0.9 1.849995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 762        0.9 6.152450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 763        0.9 2.146409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 764        0.9 2.816935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 765        0.9 4.179073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 766        0.9 3.122187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 767        0.9 2.852637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 768        0.9 2.876583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 769        0.9 4.604227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 770        0.9 2.943700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 771        0.9 3.403598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 772        0.9 3.042416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 773        0.9 3.497493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 774        0.9 2.802885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 775        0.9 6.673320e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 776        0.9 2.776579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 777        0.9 7.091357e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 778        0.9 2.824837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 779        0.9 1.352428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 780        0.9 2.914934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 781        0.9 3.527469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 782        0.9 3.165934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 783        0.9 2.257772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 784        0.9 2.848054e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 785        0.9 2.291140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 786        0.9 2.810890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 787        0.9 1.067965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 788        0.9 2.899851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 789        0.9 1.944013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 790        0.9 2.818554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 791        0.9 1.771305e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 792        0.9 2.823245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 793        0.9 4.963794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 794        0.9 2.922482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 795        0.9 2.359524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 796        0.9 2.870754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 797        0.9 1.581062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 798        0.9 2.957233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 799        0.9 5.721206e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 800        0.9 2.817666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 801        0.9 4.015351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 802        0.9 2.995674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 803        0.9 4.163100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 804        0.9 3.016090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 805        0.9 2.008242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 806        0.9 2.828465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 807        0.9 3.416882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 808        0.9 2.790176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 809        0.9 9.887876e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 810        0.9 3.508519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 811        0.9 3.038945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 812        0.9 2.799945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 813        0.9 3.047593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 814        0.9 2.794661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 815        0.9 2.762279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 816        0.9 2.813634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 817        0.9 2.485450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 818        0.9 2.816939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 819        0.9 7.542506e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 820        0.9 2.961091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 821        0.9 2.513373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 822        0.9 2.842845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 823        0.9 2.738038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 824        0.9 2.891590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 825        0.9 3.974491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 826        0.9 2.847856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 827        0.9 8.654712e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 828        0.9 2.798336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 829        0.9 4.323764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 830        0.9 3.010763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 831        0.9 7.630129e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 832        0.9 2.813163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 833        0.9 4.831164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 834        0.9 2.928965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 835        0.9 1.910712e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 836        0.9 2.809234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 837        0.9 4.552228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 838        0.9 3.000078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 839        0.9 1.129323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 840        0.9 2.786123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 841        0.9 2.378815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 842        0.9 2.979858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 843        0.9 2.637761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 844        0.9 2.850384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 845        0.9 1.952696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 846        0.9 2.793987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 847        0.9 2.600986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 848        0.9 2.806753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 849        0.9 1.268100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 850        0.9 3.001967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 851        0.9 1.983088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 852        0.9 2.986919e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 853        0.9 1.096942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 854        0.9 2.888670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 855        0.9 8.579931e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 856        0.9 2.958388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 857        0.9 8.330285e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 858        0.9 3.054632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 859        0.9 4.176817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 860        0.9 3.025563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 861        0.9 3.534818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 862        0.9 2.817503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 863        0.9 1.096581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 864        0.9 2.823399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 865        0.9 2.850699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 866        0.9 2.831757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 867        0.9 1.234971e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 868        0.9 2.845234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 869        0.9 3.650483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 870        0.9 2.806376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 871        0.9 4.412892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 872        0.9 2.809123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 873        0.9 2.999921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 874        0.9 2.839850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 875        0.9 1.443495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 876        0.9 2.816867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 877        0.9 3.448202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 878        0.9 2.833763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 879        0.9 3.303670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 880        0.9 2.940241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 881        0.9 4.189260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 882        0.9 2.829366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 883        0.9 4.573260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 884        0.9 2.967527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 885        0.9 1.247850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 886        0.9 2.999482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 887        0.9 4.837587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 888        0.9 3.042104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 889        0.9 2.230494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 890        0.9 2.829474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 891        0.9 3.614682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 892        0.9 2.860979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 893        0.9 4.453801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 894        0.9 2.815900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 895        0.9 1.532427e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 896        0.9 2.842944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 897        0.9 6.782224e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 898        0.9 2.828748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 899        0.9 1.115938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 900        0.9 2.797643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 901        0.9 1.092418e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 902        0.9 2.826965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 903        0.9 1.923804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 904        0.9 2.785837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 905        0.9 2.199605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 906        0.9 2.809340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 907        0.9 9.972621e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 908        0.9 2.825604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 909        0.9 2.816305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 910        0.9 2.797512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 911        0.9 3.061783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 912        0.9 2.827136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 913        0.9 2.091601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 914        0.9 2.833012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 915        0.9 3.826209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 916        0.9 3.009900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 917        0.9 1.431267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 918        0.9 3.006785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 919        0.9 2.307483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 920        0.9 2.872356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 921        0.9 1.456312e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 922        0.9 2.801245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 923        0.9 9.971107e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 924        0.9 2.778400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 925        0.9 1.601653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 926        0.9 2.903618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 927        0.9 2.872987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 928        0.9 2.958110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 929        0.9 1.582871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 930        0.9 3.210393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 931        0.9 1.314890e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 932        0.9 2.943966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 933        0.9 1.914423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 934        0.9 3.019364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 935        0.9 3.150178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 936        0.9 3.186023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 937        0.9 9.572548e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 938        0.9 2.787581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 939        0.9 3.657336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 940        0.9 3.201941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 941        0.9 3.542962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 942        0.9 2.923180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 943        0.9 2.866549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 944        0.9 3.083699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 945        0.9 4.926574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 946        0.9 2.826630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 947        0.9 3.683192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 948        0.9 2.823883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 949        0.9 2.209305e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 950        0.9 2.791895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 951        0.9 4.068913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 952        0.9 2.823334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 953        0.9 2.090024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 954        0.9 2.998688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 955        0.9 2.267671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 956        0.9 3.013877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 957        0.9 4.334160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 958        0.9 3.019672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 959        0.9 2.592979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 960        0.9 2.784679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 961        0.9 2.013843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 962        0.9 2.870806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 963        0.9 3.979732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 964        0.9 2.929033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 965        0.9 4.630506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 966        0.9 2.855094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 967        0.9 4.473599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 968        0.9 3.102213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 969        0.9 3.772664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 970        0.9 2.821572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 971        0.9 4.236665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 972        0.9 2.799102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 973        0.9 4.777571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 974        0.9 2.820935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 975        0.9 3.002470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 976        0.9 2.770020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 977        0.9 2.246607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 978        0.9 3.204173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 979        0.9 4.400551e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 980        0.9 2.765916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 981        0.9 2.846672e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 982        0.9 4.962399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 983        0.9 1.348767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 984        0.9 2.803304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 985        0.9 3.553220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 986        0.9 2.851968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 987        0.9 2.271064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 988        0.9 3.328771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 989        0.9 3.482582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 990        0.9 2.827434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 991        0.9 4.272352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 992        0.9 2.803864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 993        0.9 3.571452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 994        0.9 3.233106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 995        0.9 4.134537e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 996        0.9 2.955083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 997        0.9 4.063504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 998        0.9 3.083607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 999        0.9 2.840192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1000       0.9 3.041406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1001       0.9 2.322689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1002       0.9 3.023136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1003       0.9 4.514415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1004       0.9 2.881103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1005       0.9 3.009818e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1006       0.9 2.813673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1007       0.9 2.232193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1008       0.9 2.823881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1009       0.9 2.504058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1010       0.9 2.786603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1011       0.9 3.498752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1012       0.9 2.900248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1013       0.9 2.667512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1014       0.9 2.799837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1015       0.9 3.096870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1016       0.9 3.046696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1017       0.9 4.293912e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1018       0.9 3.131320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1019       0.9 3.962375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1020       0.9 3.036443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1021       0.9 2.621396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1022       0.9 2.911443e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1023       0.9 3.248977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1024       0.9 3.202169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1025       0.9 9.696314e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1026       0.9 2.836613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1027       0.9 1.533455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1028       0.9 2.989543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1029       0.9 8.511777e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1030       0.9 2.959373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1031       0.9 2.471777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1032       0.9 2.833188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1033       0.9 4.738638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1034       0.9 3.036930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1035       0.9 6.634379e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1036       0.9 2.962229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1037       0.9 1.982732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1038       0.9 2.827124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1039       0.9 4.669679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1040       0.9 2.914604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1041       0.9 6.195551e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1042       0.9 3.167741e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1043       0.9 3.605680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1044       0.9 2.830093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1045       0.9 5.526209e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1046       0.9 3.203297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1047       0.9 1.042518e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1048       0.9 2.807963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1049       0.9 2.136293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1050       0.9 2.797442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1051       0.9 3.037712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1052       0.9 2.850815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1053       0.9 8.404844e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1054       0.9 2.798978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1055       0.9 2.920965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1056       0.9 3.068205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1057       0.9 4.557714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1058       0.9 3.106299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1059       0.9 3.581712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1060       0.9 2.812256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1061       0.9 3.197434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1062       0.9 2.813780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1063       0.9 1.180019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1064       0.9 2.832272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1065       0.9 3.131017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1066       0.9 2.851345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1067       0.9 4.953684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1068       0.9 2.818737e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1069       0.9 3.474601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1070       0.9 6.544561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1071       0.9 6.929736e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1072       0.9 2.902159e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1073       0.9 4.396653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1074       0.9 2.828372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1075       0.9 1.449633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1076       0.9 2.824874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1077       0.9 6.493103e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1078       0.9 2.946895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1079       0.9 5.220342e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1080       0.9 2.882136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1081       0.9 2.009902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1082       0.9 2.807037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1083       0.9 1.018444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1084       0.9 2.815535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1085       0.9 3.343216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1086       0.9 3.155271e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1087       0.9 4.598633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1088       0.9 2.797716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1089       0.9 2.482367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1090       0.9 2.803400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1091       0.9 4.329086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1092       0.9 2.834904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1093       0.9 2.626910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1094       0.9 2.851436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1095       0.9 2.814557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1096       0.9 2.820173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1097       0.9 3.716188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1098       0.9 2.993670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1099       0.9 2.593972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1100       0.9 3.013886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1101       0.9 1.522890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1102       0.9 2.837605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1103       0.9 4.388404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1104       0.9 2.964422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1105       0.9 3.224717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1106       0.9 2.858236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1107       0.9 4.552410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1108       0.9 2.834834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1109       0.9 2.085936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1110       0.9 3.383918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1111       0.9 2.844872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1112       0.9 2.957515e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1113       0.9 1.181930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1114       0.9 2.811740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1115       0.9 3.186486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1116       0.9 3.235740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1117       0.9 3.104067e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1118       0.9 2.809283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1119       0.9 2.073450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1120       0.9 2.815306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1121       0.9 1.716797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1122       0.9 2.809092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1123       0.9 4.386144e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1124       0.9 2.961227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1125       0.9 3.678656e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1126       0.9 2.857414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1127       0.9 3.122160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1128       0.9 3.107312e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1129       0.9 1.831566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1130       0.9 2.809791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1131       0.9 2.417180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1132       0.9 2.809204e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1133       0.9 3.409093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1134       0.9 4.431357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1135       0.9 4.675368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1136       0.9 2.817071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1137       0.9 1.919388e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1138       0.9 2.943503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1139       0.9 2.933744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1140       0.9 2.950102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1141       0.9 1.972952e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1142       0.9 2.813372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1143       0.9 2.401131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1144       0.9 3.020098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1145       0.9 4.318369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1146       0.9 3.205572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1147       0.9 4.930500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1148       0.9 2.811733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1149       0.9 3.377871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1150       0.9 3.198560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1151       0.9 4.712287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1152       0.9 2.827250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1153       0.9 1.889259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1154       0.9 2.870184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1155       0.9 1.049772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1156       0.9 2.847277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1157       0.9 1.644982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1158       0.9 4.564600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1159       0.9 3.884674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1160       0.9 2.962073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1161       0.9 1.714718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1162       0.9 2.803893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1163       0.9 1.849732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1164       0.9 2.819422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1165       0.9 5.193277e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1166       0.9 2.818314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1167       0.9 4.998524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1168       0.9 2.824452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1169       0.9 4.716413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1170       0.9 2.974078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1171       0.9 1.505900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1172       0.9 4.515410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1173       0.9 3.683253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1174       0.9 2.887887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1175       0.9 1.431416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1176       0.9 2.811813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1177       0.9 2.779863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1178       0.9 6.608189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1179       0.9 3.065636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1180       0.9 2.789557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1181       0.9 1.946991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1182       0.9 3.011645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1183       0.9 3.822726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1184       0.9 2.999501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1185       0.9 8.359529e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1186       0.9 2.808346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1187       0.9 4.729380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1188       0.9 3.153586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1189       0.9 5.837779e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1190       0.9 3.011734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1191       0.9 4.834053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1192       0.9 2.803856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1193       0.9 2.798745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1194       0.9 2.797997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1195       0.9 4.651982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1196       0.9 2.833556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1197       0.9 9.016771e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1198       0.9 3.155584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1199       0.9 7.273710e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1200       0.9 4.275229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1201       0.9 4.740197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1202       0.9 3.610451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1203       0.9 3.334783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1204       0.9 3.149300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1205       0.9 4.027945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1206       0.9 3.033959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1207       0.9 3.999498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1208       0.9 2.816815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1209       0.9 4.230798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1210       0.9 2.813765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1211       0.9 9.430996e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1212       0.9 2.870093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1213       0.9 4.211403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1214       0.9 3.168092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1215       0.9 2.094995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1216       0.9 2.816957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1217       0.9 4.067930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1218       0.9 2.835077e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1219       0.9 4.002327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1220       0.9 2.909011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1221       0.9 1.969959e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1222       0.9 2.814651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1223       0.9 8.063556e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1224       0.9 2.822255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1225       0.9 4.322648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1226       0.9 7.502743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1227       0.9 4.371921e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1228       0.9 2.820265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1229       0.9 2.292705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1230       0.9 3.144553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1231       0.9 4.960882e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1232       0.9 2.824154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1233       0.9 6.482792e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1234       0.9 2.833177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1235       0.9 4.938254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1236       0.9 2.933863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1237       0.9 3.378303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1238       0.9 2.830170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1239       0.9 6.198777e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1240       0.9 2.805291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1241       0.9 2.264619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1242       0.9 2.826445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1243       0.9 1.603761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1244       0.9 2.820397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1245       0.9 1.673987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1246       0.9 6.719853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1247       0.9 2.041206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1248       0.9 2.795231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1249       0.9 6.452018e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1250       0.9 2.898852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1251       0.9 7.103941e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1252       0.9 2.815068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1253       0.9 1.999646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1254       0.9 2.807467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1255       0.9 1.010544e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1256       0.9 2.802579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1257       0.9 4.852743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1258       0.9 2.919855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1259       0.9 4.995210e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1260       0.9 2.936728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1261       0.9 3.562749e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1262       0.9 3.222322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1263       0.9 1.406185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1264       0.9 2.793141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1265       0.9 1.966250e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1266       0.9 2.880646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1267       0.9 4.097324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1268       0.9 2.926448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1269       0.9 2.593729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1270       0.9 2.848378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1271       0.9 3.664605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1272       0.9 3.012706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1273       0.9 3.056723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1274       0.9 2.848052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1275       0.9 2.074407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1276       0.9 3.029380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1277       0.9 2.287375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1278       0.9 2.796931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1279       0.9 3.831122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1280       0.9 2.805694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1281       0.9 3.394134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1282       0.9 5.766296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1283       0.9 2.131356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1284       0.9 2.950191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1285       0.9 3.918634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1286       0.9 5.928256e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1287       0.9 3.005945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1288       0.9 2.807559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1289       0.9 3.581480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1290       0.9 3.185202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1291       0.9 4.698712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1292       0.9 2.897079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1293       0.9 2.262214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1294       0.9 2.812630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1295       0.9 3.825541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1296       0.9 3.133068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1297       0.9 6.826917e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1298       0.9 2.846313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1299       0.9 7.992650e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1300       0.9 2.827723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1301       0.9 1.996464e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1302       0.9 2.927586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1303       0.9 1.657378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1304       0.9 6.143964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1305       0.9 3.563815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1306       0.9 2.828440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1307       0.9 6.212548e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1308       0.9 3.013532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1309       0.9 4.425842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1310       0.9 2.827788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1311       0.9 2.425630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1312       0.9 2.789418e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1313       0.9 2.368803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1314       0.9 2.821095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1315       0.9 3.513091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1316       0.9 2.794758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1317       0.9 2.912894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1318       0.9 2.902036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1319       0.9 4.913619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1320       0.9 2.839989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1321       0.9 4.537093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1322       0.9 2.864197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1323       0.9 5.671367e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1324       0.9 2.808091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1325       0.9 3.343140e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1326       0.9 2.935225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1327       0.9 3.180532e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1328       0.9 2.793847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1329       0.9 2.358651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1330       0.9 2.800537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1331       0.9 2.772773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1332       0.9 2.999177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1333       0.9 1.982439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1334       0.9 3.071155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1335       0.9 2.379001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1336       0.9 2.831783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1337       0.9 2.547805e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1338       0.9 2.890001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1339       0.9 3.034478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1340       0.9 2.889487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1341       0.9 4.821552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1342       0.9 3.991996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1343       0.9 3.536976e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1344       0.9 2.980266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1345       0.9 2.103913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1346       0.9 2.801885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1347       0.9 1.987283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1348       0.9 2.909444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1349       0.9 3.486161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1350       0.9 2.825705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1351       0.9 2.725798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1352       0.9 2.820100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1353       0.9 2.057125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1354       0.9 2.819092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1355       0.9 2.756507e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1356       0.9 2.811568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1357       0.9 4.922379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1358       0.9 2.776674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1359       0.9 2.001832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1360       0.9 2.789494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1361       0.9 2.070449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1362       0.9 2.835461e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1363       0.9 2.673109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1364       0.9 3.103665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1365       0.9 1.972871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1366       0.9 3.155570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1367       0.9 4.600892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1368       0.9 2.802604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1369       0.9 1.987543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1370       0.9 2.875752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1371       0.9 3.936545e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1372       0.9 3.052717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1373       0.9 1.520544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1374       0.9 2.824750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1375       0.9 3.544260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1376       0.9 2.990747e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1377       0.9 3.229987e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1378       0.9 2.773426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1379       0.9 2.378742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1380       0.9 2.842164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1381       0.9 4.352732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1382       0.9 2.801744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1383       0.9 2.282417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1384       0.9 2.953392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1385       0.9 2.802337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1386       0.9 2.821433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1387       0.9 1.931025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1388       0.9 2.779911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1389       0.9 2.692132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1390       0.9 3.055010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1391       0.9 3.388395e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1392       0.9 2.982292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1393       0.9 2.332706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1394       0.9 2.836525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1395       0.9 1.180447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1396       0.9 2.852823e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1397       0.9 1.794203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1398       0.9 2.846974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1399       0.9 9.878444e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1400       0.9 3.126537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1401       0.9 3.208413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1402       0.9 2.827690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1403       0.9 4.904536e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1404       0.9 2.790764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1405       0.9 1.414554e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1406       0.9 2.810091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1407       0.9 4.041488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1408       0.9 2.817626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1409       0.9 9.571496e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1410       0.9 3.152719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1411       0.9 3.510636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1412       0.9 3.123155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1413       0.9 2.907902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1414       0.9 2.802674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1415       0.9 4.824729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1416       0.9 2.834431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1417       0.9 1.941129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1418       0.9 2.816212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1419       0.9 1.869252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1420       0.9 2.961369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1421       0.9 2.932117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1422       0.9 2.791086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1423       0.9 4.424543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1424       0.9 4.431892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1425       0.9 4.601724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1426       0.9 2.789690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1427       0.9 3.836011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1428       0.9 1.274111e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1429       0.9 4.815360e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1430       0.9 3.089920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1431       0.9 4.882837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1432       0.9 2.834591e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1433       0.9 4.242507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1434       0.9 2.822114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1435       0.9 4.267048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1436       0.9 2.962986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1437       0.9 3.847365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1438       0.9 3.216885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1439       0.9 2.319467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1440       0.9 2.961658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1441       0.9 3.493235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1442       0.9 2.912093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1443       0.9 4.790988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1444       0.9 2.775340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1445       0.9 1.524767e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1446       0.9 2.802312e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1447       0.9 4.489568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1448       0.9 3.953663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1449       0.9 4.123315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1450       0.9 2.810496e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1451       0.9 7.359905e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1452       0.9 2.920437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1453       0.9 3.796142e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1454       0.9 2.798557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1455       0.9 4.132705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1456       0.9 3.148107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1457       0.9 2.016995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1458       0.9 2.805315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1459       0.9 1.613252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1460       0.9 2.829933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1461       0.9 8.693371e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1462       0.9 2.851348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1463       0.9 1.939477e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1464       0.9 2.833702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1465       0.9 2.901210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1466       0.9 2.778340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1467       0.9 2.202130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1468       0.9 2.881070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1469       0.9 2.857327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1470       0.9 3.080168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1471       0.9 4.782350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1472       0.9 2.945183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1473       0.9 3.926959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1474       0.9 2.820836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1475       0.9 3.795802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1476       0.9 2.905557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1477       0.9 3.893621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1478       0.9 2.847530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1479       0.9 1.562529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1480       0.9 2.780782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1481       0.9 4.166386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1482       0.9 2.789037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1483       0.9 3.043846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1484       0.9 2.814522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1485       0.9 2.120633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1486       0.9 3.045004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1487       0.9 3.058898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1488       0.9 2.880386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1489       0.9 3.215406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1490       0.9 2.844208e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1491       0.9 1.016411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1492       0.9 2.808192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1493       0.9 2.118687e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1494       0.9 2.967688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1495       0.9 2.546934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1496       0.9 2.846212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1497       0.9 1.349948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1498       0.9 2.856466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1499       0.9 1.650836e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1500       0.9 3.149840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1501       0.9 2.526055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1502       0.9 5.744517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1503       0.9 2.162472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1504       0.9 2.991720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1505       0.9 3.028157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1506       0.9 2.821852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1507       0.9 4.482392e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1508       0.9 2.820002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1509       0.9 3.842667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1510       0.9 2.900267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1511       0.9 4.254897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1512       0.9 2.800995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1513       0.9 4.908149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1514       0.9 2.838620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1515       0.9 2.948273e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1516       0.9 2.816044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1517       0.9 8.982902e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1518       0.9 3.165338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1519       0.9 2.214528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1520       0.9 3.053275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1521       0.9 4.098426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1522       0.9 2.816336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1523       0.9 3.516605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1524       0.9 2.839379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1525       0.9 2.133195e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1526       0.9 2.788660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1527       0.9 2.506457e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1528       0.9 2.830906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1529       0.9 3.233052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1530       0.9 2.986059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1531       0.9 1.610387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1532       0.9 4.451605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1533       0.9 3.094821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1534       0.9 2.823014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1535       0.9 4.726422e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1536       0.9 2.819349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1537       0.9 4.771364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1538       0.9 2.820448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1539       0.9 3.167038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1540       0.9 2.855430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1541       0.9 3.599215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1542       0.9 2.832367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1543       0.9 9.956918e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1544       0.9 2.828259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1545       0.9 3.318917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1546       0.9 2.984972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1547       0.9 3.853693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1548       0.9 2.816798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1549       0.9 1.341068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1550       0.9 3.040595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1551       0.9 2.539130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1552       0.9 2.884298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1553       0.9 3.596184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1554       0.9 2.912971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1555       0.9 2.265949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1556       0.9 2.832697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1557       0.9 1.957543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1558       0.9 2.817942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1559       0.9 1.508256e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1560       0.9 2.836557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1561       0.9 3.113069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1562       0.9 2.847783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1563       0.9 3.430294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1564       0.9 2.807616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1565       0.9 3.464846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1566       0.9 2.981876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1567       0.9 2.722401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1568       0.9 2.821487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1569       0.9 4.079440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1570       0.9 2.814712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1571       0.9 5.988260e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1572       0.9 3.035946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1573       0.9 4.075165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1574       0.9 2.986990e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1575       0.9 2.531765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1576       0.9 2.795380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1577       0.9 2.765891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1578       0.9 3.087500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1579       0.9 3.395070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1580       0.9 2.792740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1581       0.9 3.196847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1582       0.9 3.018473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1583       0.9 1.004856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1584       0.9 2.782694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1585       0.9 5.690191e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1586       0.9 2.800966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1587       0.9 3.217222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1588       0.9 2.792062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1589       0.9 1.957018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1590       0.9 1.280489e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1591       0.9 2.543578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1592       0.9 3.872083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1593       0.9 2.009155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1594       0.9 3.085048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1595       0.9 3.910574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1596       0.9 2.900224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1597       0.9 2.794490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1598       0.9 2.885514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1599       0.9 2.137704e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1600       0.9 3.048201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1601       0.9 4.192342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1602       0.9 2.872957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1603       0.9 4.784292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1604       0.9 2.834291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1605       0.9 7.689240e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1606       0.9 2.834634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1607       0.9 3.430110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1608       0.9 3.124749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1609       0.9 4.893707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1610       0.9 2.975840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1611       0.9 4.179584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1612       0.9 2.951275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1613       0.9 4.028676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1614       0.9 2.918043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1615       0.9 2.926945e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1616       0.9 2.801170e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1617       0.9 3.834905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1618       0.9 2.924498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1619       0.9 9.817069e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1620       0.9 2.843491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1621       0.9 2.659513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1622       0.9 2.812071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1623       0.9 4.475488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1624       0.9 2.783277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1625       0.9 2.608903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1626       0.9 2.831960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1627       0.9 2.237562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1628       0.9 2.841993e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1629       0.9 2.865723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1630       0.9 2.996325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1631       0.9 3.795097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1632       0.9 2.868071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1633       0.9 8.271753e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1634       0.9 2.852874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1635       0.9 4.872075e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1636       0.9 3.039147e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1637       0.9 4.623719e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1638       0.9 6.255774e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1639       0.9 1.731194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1640       0.9 4.594423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1641       0.9 1.950249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1642       0.9 2.801295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1643       0.9 1.910412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1644       0.9 2.823972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1645       0.9 3.744768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1646       0.9 2.930573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1647       0.9 3.193405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1648       0.9 2.959959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1649       0.9 7.412560e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1650       0.9 2.835110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1651       0.9 4.411252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1652       0.9 2.862820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1653       0.9 4.748337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1654       0.9 2.776976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1655       0.9 4.215338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1656       0.9 3.038218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1657       0.9 1.232278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1658       0.9 2.826242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1659       0.9 3.886704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1660       0.9 2.799968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1661       0.9 2.117894e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1662       0.9 2.833893e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1663       0.9 6.539283e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1664       0.9 2.792951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1665       0.9 3.322768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1666       0.9 2.818189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1667       0.9 1.887315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1668       0.9 2.977139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1669       0.9 1.154529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1670       0.9 2.799096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1671       0.9 4.149107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1672       0.9 2.808705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1673       0.9 1.429318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1674       0.9 2.824560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1675       0.9 1.071963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1676       0.9 2.859193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1677       0.9 2.917751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1678       0.9 2.763048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1679       0.9 1.828779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1680       0.9 3.072041e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1681       0.9 1.499973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1682       0.9 2.988719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1683       0.9 9.539036e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1684       0.9 2.820807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1685       0.9 3.213982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1686       0.9 4.659380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1687       0.9 6.307425e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1688       0.9 2.884028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1689       0.9 7.678192e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1690       0.9 2.789201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1691       0.9 2.266721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1692       0.9 2.832653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1693       0.9 4.541492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1694       0.9 2.864895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1695       0.9 3.716917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1696       0.9 2.995747e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1697       0.9 4.034736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1698       0.9 3.013659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1699       0.9 3.018244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1700       0.9 2.877714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1701       0.9 1.165988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1702       0.9 2.881529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1703       0.9 2.010966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1704       0.9 3.069055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1705       0.9 1.303586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1706       0.9 2.948755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1707       0.9 1.117459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1708       0.9 3.931366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1709       0.9 3.943466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1710       0.9 6.314486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1711       0.9 3.677262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1712       0.9 2.792556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1713       0.9 2.911964e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1714       0.9 2.982144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1715       0.9 2.309415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1716       0.9 2.830032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1717       0.9 3.777834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1718       0.9 3.168661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1719       0.9 4.701492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1720       0.9 2.982546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1721       0.9 1.113272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1722       0.9 2.903594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1723       0.9 1.898928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1724       0.9 2.930764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1725       0.9 4.556822e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1726       0.9 2.814699e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1727       0.9 2.499045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1728       0.9 2.848738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1729       0.9 1.296522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1730       0.9 2.822055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1731       0.9 2.487200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1732       0.9 3.100998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1733       0.9 4.596084e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1734       0.9 2.861615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1735       0.9 4.664626e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1736       0.9 2.811656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1737       0.9 4.135332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1738       0.9 2.991547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1739       0.9 1.375207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1740       0.9 3.103707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1741       0.9 1.462179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1742       0.9 2.797476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1743       0.9 3.962967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1744       0.9 2.805129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1745       0.9 2.180414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1746       0.9 3.053829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1747       0.9 4.172492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1748       0.9 2.906332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1749       0.9 2.762971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1750       0.9 2.814525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1751       0.9 9.904472e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1752       0.9 2.813723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1753       0.9 2.185425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1754       0.9 2.957276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1755       0.9 3.958336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1756       0.9 2.812219e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1757       0.9 1.996604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1758       0.9 3.061627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1759       0.9 3.304867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1760       0.9 2.991625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1761       0.9 2.788247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1762       0.9 2.819052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1763       0.9 3.666158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1764       0.9 2.806110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1765       0.9 1.641366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1766       0.9 2.862528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1767       0.9 1.217251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1768       0.9 3.172778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1769       0.9 1.801376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1770       0.9 3.028789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1771       0.9 3.229295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1772       0.9 2.842838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1773       0.9 2.764175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1774       0.9 2.784423e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1775       0.9 2.461953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1776       0.9 2.793456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1777       0.9 9.596140e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1778       0.9 4.717414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1779       0.9 1.414416e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1780       0.9 2.845373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1781       0.9 1.967724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1782       0.9 2.800619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1783       0.9 1.214290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1784       0.9 2.805387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1785       0.9 4.115994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1786       0.9 2.889553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1787       0.9 1.524643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1788       0.9 2.824780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1789       0.9 3.739748e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1790       0.9 3.054006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1791       0.9 3.042847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1792       0.9 2.792441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1793       0.9 3.986042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1794       0.9 2.826052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1795       0.9 1.083199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1796       0.9 2.872171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1797       0.9 8.712479e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1798       0.9 2.806412e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1799       0.9 2.488692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1800       0.9 2.826494e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1801       0.9 3.230371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1802       0.9 2.816581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1803       0.9 1.654218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1804       0.9 2.780436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1805       0.9 3.136048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1806       0.9 2.830397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1807       0.9 4.023434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1808       0.9 2.804190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1809       0.9 8.175861e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1810       0.9 2.989187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1811       0.9 1.302615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1812       0.9 3.022776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1813       0.9 2.810700e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1814       0.9 2.937983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1815       0.9 4.055440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1816       0.9 2.798787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1817       0.9 7.939359e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1818       0.9 3.228613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1819       0.9 4.433534e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1820       0.9 2.840625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1821       0.9 1.055468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1822       0.9 6.144662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1823       0.9 1.700567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1824       0.9 2.804682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1825       0.9 1.295664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1826       0.9 2.897908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1827       0.9 4.612495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1828       0.9 2.907216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1829       0.9 6.085994e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1830       0.9 5.906100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1831       0.9 2.985861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1832       0.9 2.796882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1833       0.9 1.534211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1834       0.9 2.811075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1835       0.9 4.549371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1836       0.9 2.998428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1837       0.9 2.764567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1838       0.9 2.804080e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1839       0.9 2.775553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1840       0.9 2.812307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1841       0.9 3.691133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1842       0.9 2.797022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1843       0.9 4.314755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1844       0.9 3.037764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1845       0.9 2.431196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1846       0.9 2.818408e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1847       0.9 1.925488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1848       0.9 3.039289e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1849       0.9 2.459089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1850       0.9 2.865003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1851       0.9 6.272095e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1852       0.9 2.929968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1853       0.9 2.462883e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1854       0.9 2.818375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1855       0.9 4.835429e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1856       0.9 2.964691e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1857       0.9 2.767955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1858       0.9 2.807965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1859       0.9 6.502026e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1860       0.9 2.855774e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1861       0.9 7.165549e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1862       0.9 2.874575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1863       0.9 1.654377e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1864       0.9 2.796253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1865       0.9 1.240497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1866       0.9 2.836914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1867       0.9 3.161642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1868       0.9 2.795351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1869       0.9 2.851220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1870       0.9 2.809325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1871       0.9 2.500229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1872       0.9 2.926292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1873       0.9 1.936170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1874       0.9 3.162927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1875       0.9 4.904847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1876       0.9 2.856153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1877       0.9 4.377661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1878       0.9 2.825639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1879       0.9 1.280223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1880       0.9 2.961275e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1881       0.9 1.380379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1882       0.9 2.807765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1883       0.9 3.948286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1884       0.9 2.867487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1885       0.9 5.315981e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1886       0.9 2.814761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1887       0.9 4.127369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1888       0.9 2.998129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1889       0.9 2.419998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1890       0.9 2.950293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1891       0.9 4.917632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1892       0.9 2.803755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1893       0.9 1.953562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1894       0.9 2.809138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1895       0.9 9.603467e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1896       0.9 2.810334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1897       0.9 1.174750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1898       0.9 2.819212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1899       0.9 2.921860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1900       0.9 4.096703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1901       0.9 3.852746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1902       0.9 2.950998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1903       0.9 1.735227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1904       0.9 2.908800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1905       0.9 3.863379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1906       0.9 2.805472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1907       0.9 3.854631e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1908       0.9 3.103068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1909       0.9 3.633918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1910       0.9 2.827453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1911       0.9 6.105016e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1912       0.9 2.858294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1913       0.9 3.491376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1914       0.9 2.935533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1915       0.9 3.808247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1916       0.9 2.800426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1917       0.9 3.404848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1918       0.9 2.901869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1919       0.9 1.549076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1920       0.9 2.805981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1921       0.9 4.275480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1922       0.9 3.015335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1923       0.9 4.575681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1924       0.9 2.809871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1925       0.9 7.547340e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1926       0.9 2.805058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1927       0.9 1.402007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1928       0.9 2.942257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1929       0.9 4.480566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1930       0.9 2.965843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1931       0.9 2.752089e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1932       0.9 2.825728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1933       0.9 4.393430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1934       0.9 2.800709e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1935       0.9 4.535812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1936       0.9 2.790696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1937       0.9 4.428302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1938       0.9 2.809935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1939       0.9 2.564712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1940       0.9 2.835372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1941       0.9 1.822832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1942       0.9 2.810606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1943       0.9 1.491318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1944       0.9 2.814467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1945       0.9 2.272397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1946       0.9 4.651589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1947       0.9 3.056544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1948       0.9 2.808335e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1949       0.9 2.508373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1950       0.9 2.845009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1951       0.9 2.648944e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1952       0.9 3.063653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1953       0.9 3.135110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1954       0.9 2.830948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1955       0.9 3.845617e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1956       0.9 2.774385e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1957       0.9 8.740343e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1958       0.9 2.823886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1959       0.9 3.172220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1960       0.9 2.808608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1961       0.9 1.574287e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1962       0.9 1.820841e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1963       0.9 4.870940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1964       0.9 3.031025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1965       0.9 3.157805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1966       0.9 2.835319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1967       0.9 2.167717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1968       0.9 2.830006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1969       0.9 2.035547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1970       0.9 2.948567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1971       0.9 3.294974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1972       0.9 2.947916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1973       0.9 2.887923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1974       0.9 2.808025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1975       0.9 4.312860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1976       0.9 2.788808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1977       0.9 1.829206e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1978       0.9 3.125249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1979       0.9 2.371697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1980       0.9 2.854037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1981       0.9 2.537644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1982       0.9 2.830872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1983       0.9 2.600325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1984       0.9 2.967437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1985       0.9 2.073265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1986       0.9 2.842855e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1987       0.9 3.635124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1988       0.9 2.926562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1989       0.9 3.743224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1990       0.9 3.038790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1991       0.9 5.045587e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1992       0.9 2.790582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1993       0.9 2.891985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1994       0.9 2.949633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1995       0.9 1.905975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1996       0.9 2.797358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1997       0.9 4.684770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1998       0.9 3.135969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1999       0.9 4.922790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2000       0.9 2.798445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2001       0.9 3.439539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2002       0.9 2.804708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2003       0.9 2.858706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2004       0.9 2.814356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2005       0.9 8.324047e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2006       0.9 2.814950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2007       0.9 4.737756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2008       0.9 2.891149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2009       0.9 1.125807e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2010       0.9 2.799244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2011       0.9 5.343315e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2012       0.9 7.272142e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2013       0.9 3.650369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2014       0.9 2.867006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2015       0.9 3.837033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2016       0.9 2.781786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2017       0.9 3.588529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2018       0.9 2.824501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2019       0.9 3.276529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2020       0.9 2.782692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2021       0.9 3.901728e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2022       0.9 2.837887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2023       0.9 4.042565e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2024       0.9 2.852756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2025       0.9 4.808783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2026       0.9 2.837391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2027       0.9 4.706172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2028       0.9 2.796421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2029       0.9 4.715997e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2030       0.9 3.018559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2031       0.9 3.589528e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2032       0.9 2.995788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2033       0.9 4.813474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2034       0.9 2.795110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2035       0.9 4.951838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2036       0.9 2.794097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2037       0.9 4.006458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2038       0.9 2.822625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2039       0.9 4.875247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2040       0.9 2.815974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2041       0.9 1.390085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2042       0.9 2.810956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2043       0.9 3.379468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2044       0.9 2.901552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2045       0.9 3.089688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2046       0.9 2.877692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2047       0.9 4.613378e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2048       0.9 2.813548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2049       0.9 3.608622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2050       0.9 4.531979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2051       0.9 4.332339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2052       0.9 2.871072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2053       0.9 4.436070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2054       0.9 2.830646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2055       0.9 4.403847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2056       0.9 3.075933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2057       0.9 3.246468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2058       0.9 2.858399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2059       0.9 2.495986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2060       0.9 2.995730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2061       0.9 4.110139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2062       0.9 2.799582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2063       0.9 2.900356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2064       0.9 2.958632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2065       0.9 4.722717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2066       0.9 2.816568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2067       0.9 2.669378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2068       0.9 2.803207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2069       0.9 3.817514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2070       0.9 2.910166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2071       0.9 4.617425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2072       0.9 2.817833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2073       0.9 2.068808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2074       0.9 2.848286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2075       0.9 1.493898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2076       0.9 4.924419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2077       0.9 6.231870e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2078       0.9 2.868938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2079       0.9 3.499222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2080       0.9 2.812292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2081       0.9 2.950284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2082       0.9 2.845025e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2083       0.9 4.703183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2084       0.9 2.824910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2085       0.9 4.818656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2086       0.9 2.848610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2087       0.9 1.157903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2088       0.9 2.918663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2089       0.9 1.489160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2090       0.9 3.025349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2091       0.9 3.761971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2092       0.9 2.858511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2093       0.9 4.704260e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2094       0.9 3.186571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2095       0.9 5.263629e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2096       0.9 2.803369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2097       0.9 4.734143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2098       0.9 2.947452e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2099       0.9 4.161111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2100       0.9 2.824038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2101       0.9 2.007014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2102       0.9 3.177567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2103       0.9 1.098665e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2104       0.9 2.811875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2105       0.9 3.938752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2106       0.9 2.861994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2107       0.9 4.523381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2108       0.9 3.327757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2109       0.9 2.865178e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2110       0.9 2.789949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2111       0.9 1.556200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2112       0.9 2.800468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2113       0.9 3.500421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2114       0.9 2.840038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2115       0.9 4.182444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2116       0.9 2.953892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2117       0.9 3.986615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2118       0.9 2.820366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2119       0.9 2.432572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2120       0.9 2.834560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2121       0.9 1.282740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2122       0.9 2.835331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2123       0.9 3.344689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2124       0.9 2.781865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2125       0.9 4.515577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2126       0.9 2.780539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2127       0.9 1.478349e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2128       0.9 2.830295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2129       0.9 1.614181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2130       0.9 2.859430e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2131       0.9 5.434682e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2132       0.9 2.829197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2133       0.9 2.363676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2134       0.9 2.988255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2135       0.9 4.413886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2136       0.9 2.857081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2137       0.9 4.304807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2138       0.9 5.590722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2139       0.9 1.502185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2140       0.9 2.793043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2141       0.9 3.985862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2142       0.9 2.918767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2143       0.9 2.902134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2144       0.9 2.953414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2145       0.9 1.243914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2146       0.9 2.825733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2147       0.9 4.696060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2148       0.9 2.822273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2149       0.9 4.419740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2150       0.9 2.826240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2151       0.9 2.076516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2152       0.9 3.173264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2153       0.9 1.469811e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2154       0.9 1.255984e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2155       0.9 6.314879e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2156       0.9 2.817898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2157       0.9 3.785777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2158       0.9 2.804396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2159       0.9 1.322622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2160       0.9 2.796454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2161       0.9 4.848863e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2162       0.9 2.834583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2163       0.9 3.452839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2164       0.9 2.814320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2165       0.9 3.313502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2166       0.9 2.802324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2167       0.9 5.309235e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2168       0.9 2.907971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2169       0.9 1.556106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2170       0.9 5.732186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2171       0.9 1.071135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2172       0.9 2.809819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2173       0.9 4.977402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2174       0.9 2.817941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2175       0.9 4.430472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2176       0.9 2.828139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2177       0.9 9.326869e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2178       0.9 6.320526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2179       0.9 2.152713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2180       0.9 3.133062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2181       0.9 5.054128e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2182       0.9 2.801104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2183       0.9 3.458499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2184       0.9 2.834420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2185       0.9 2.385035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2186       0.9 3.039465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2187       0.9 3.012809e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2188       0.9 2.812000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2189       0.9 4.860718e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2190       0.9 2.832361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2191       0.9 5.426086e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2192       0.9 2.799764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2193       0.9 2.023764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2194       0.9 2.798678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2195       0.9 4.011116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2196       0.9 2.830201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2197       0.9 1.261275e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2198       0.9 2.972209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2199       0.9 3.894250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2200       0.9 2.912878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2201       0.9 4.524046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2202       0.9 2.818384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2203       0.9 2.768933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2204       0.9 2.917679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2205       0.9 3.880234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2206       0.9 2.840975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2207       0.9 8.274833e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2208       0.9 2.958097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2209       0.9 1.950969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2210       0.9 3.129036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2211       0.9 5.750228e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2212       0.9 2.827103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2213       0.9 2.072445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2214       0.9 5.483881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2215       0.9 1.120562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2216       0.9 2.799297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2217       0.9 2.072887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2218       0.9 3.055400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2219       0.9 3.369722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2220       0.9 2.831984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2221       0.9 4.305610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2222       0.9 2.868072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2223       0.9 2.295914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2224       0.9 2.866334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2225       0.9 1.814442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2226       0.9 2.806913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2227       0.9 2.603051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2228       0.9 3.032053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2229       0.9 1.557436e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2230       0.9 3.152179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2231       0.9 3.391679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2232       0.9 2.966176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2233       0.9 3.673150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2234       0.9 2.779463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2235       0.9 4.393825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2236       0.9 2.799996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2237       0.9 4.428502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2238       0.9 2.807639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2239       0.9 3.905795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2240       0.9 2.814965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2241       0.9 2.699491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2242       0.9 2.851175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2243       0.9 1.403754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2244       0.9 2.818248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2245       0.9 2.188940e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2246       0.9 2.817257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2247       0.9 8.278980e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2248       0.9 2.786502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2249       0.9 1.401809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2250       0.9 2.816762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2251       0.9 4.577880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2252       0.9 2.961608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2253       0.9 1.214973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2254       0.9 2.810229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2255       0.9 3.242301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2256       0.9 4.941662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2257       0.9 4.109016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2258       0.9 2.860960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2259       0.9 4.635847e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2260       0.9 2.995802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2261       0.9 3.770448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2262       0.9 7.495916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2263       0.9 1.507574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2264       0.9 2.804491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2265       0.9 1.556510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2266       0.9 4.805302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2267       0.9 2.087533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2268       0.9 2.913366e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2269       0.9 4.959989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2270       0.9 2.779410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2271       0.9 1.204406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2272       0.9 3.029663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2273       0.9 1.789556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2274       0.9 2.867181e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2275       0.9 8.791473e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2276       0.9 2.831538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2277       0.9 4.625022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2278       0.9 2.814257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2279       0.9 3.772261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2280       0.9 2.842354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2281       0.9 4.806327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2282       0.9 2.845597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2283       0.9 4.927236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2284       0.9 2.858007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2285       0.9 4.027739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2286       0.9 2.852811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2287       0.9 6.758854e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2288       0.9 3.071840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2289       0.9 3.480273e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2290       0.9 3.124404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2291       0.9 4.726841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2292       0.9 2.799762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2293       0.9 2.675124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2294       0.9 2.944097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2295       0.9 1.973616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2296       0.9 2.806991e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2297       0.9 4.611287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2298       0.9 2.838903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2299       0.9 4.578717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2300       0.9 2.809815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2301       0.9 1.188231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2302       0.9 2.844302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2303       0.9 3.643917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2304       0.9 3.232970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2305       0.9 4.319562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2306       0.9 3.099956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2307       0.9 4.736218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2308       0.9 4.568099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2309       0.9 3.438426e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2310       0.9 2.818675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2311       0.9 1.549469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2312       0.9 2.800698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2313       0.9 3.019371e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2314       0.9 2.792614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2315       0.9 4.914172e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2316       0.9 2.879428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2317       0.9 9.336487e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2318       0.9 2.888290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2319       0.9 4.304269e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2320       0.9 2.980192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2321       0.9 1.267815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2322       0.9 2.865353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2323       0.9 8.440361e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2324       0.9 2.824624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2325       0.9 2.232618e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2326       0.9 3.242925e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2327       0.9 3.196701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2328       0.9 2.796585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2329       0.9 3.380287e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2330       0.9 2.949291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2331       0.9 3.413740e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2332       0.9 2.782228e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2333       0.9 4.543900e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2334       0.9 2.824766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2335       0.9 4.781836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2336       0.9 2.981026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2337       0.9 1.473108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2338       0.9 2.847384e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2339       0.9 3.661654e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2340       0.9 3.082220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2341       0.9 4.120590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2342       0.9 2.987491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2343       0.9 2.733464e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2344       0.9 3.105279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2345       0.9 2.392297e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2346       0.9 2.831944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2347       0.9 2.185775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2348       0.9 2.947079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2349       0.9 3.028234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2350       0.9 2.861379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2351       0.9 4.573926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2352       0.9 2.847775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2353       0.9 3.843104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2354       0.9 2.951913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2355       0.9 4.318548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2356       0.9 3.210629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2357       0.9 6.901224e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2358       0.9 3.044469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2359       0.9 4.723028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2360       0.9 2.902400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2361       0.9 1.309336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2362       0.9 2.807436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2363       0.9 4.871853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2364       0.9 3.054261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2365       0.9 2.047827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2366       0.9 3.142291e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2367       0.9 1.718087e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2368       0.9 2.840123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2369       0.9 4.146175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2370       0.9 2.792922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2371       0.9 3.155373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2372       0.9 2.818001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2373       0.9 2.130113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2374       0.9 2.831207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2375       0.9 1.166651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2376       0.9 2.894324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2377       0.9 5.057939e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2378       0.9 2.867752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2379       0.9 4.401998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2380       0.9 3.108428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2381       0.9 4.047361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2382       0.9 2.818539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2383       0.9 2.060615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2384       0.9 2.805975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2385       0.9 3.793315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2386       0.9 3.202408e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2387       0.9 2.671995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2388       0.9 2.927606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2389       0.9 3.136379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2390       0.9 2.811126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2391       0.9 3.009551e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2392       0.9 3.005421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2393       0.9 3.371792e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2394       0.9 3.043764e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2395       0.9 2.925657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2396       0.9 2.822446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2397       0.9 4.393215e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2398       0.9 3.048878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2399       0.9 1.354415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2400       0.9 2.871789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2401       0.9 8.560008e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2402       0.9 2.823183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2403       0.9 1.944758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2404       0.9 2.786167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2405       0.9 3.344847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2406       0.9 2.854871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2407       0.9 1.511588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2408       0.9 2.786438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2409       0.9 2.869155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2410       0.9 2.789490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2411       0.9 7.480465e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2412       0.9 2.795047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2413       0.9 3.961206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2414       0.9 3.204208e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2415       0.9 8.563653e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2416       0.9 2.875799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2417       0.9 3.004675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2418       0.9 2.923756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2419       0.9 1.815203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2420       0.9 2.826864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2421       0.9 9.444962e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2422       0.9 2.818052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2423       0.9 2.947194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2424       0.9 2.842525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2425       0.9 2.312874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2426       0.9 4.528803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2427       0.9 1.316912e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2428       0.9 2.823320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2429       0.9 4.615142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2430       0.9 2.752298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2431       0.9 4.966045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2432       0.9 3.002634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2433       0.9 1.374345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2434       0.9 2.802325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2435       0.9 2.212666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2436       0.9 2.819420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2437       0.9 2.515010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2438       0.9 2.817542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2439       0.9 7.109792e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2440       0.9 2.823197e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2441       0.9 3.149583e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2442       0.9 2.820155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2443       0.9 3.057451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2444       0.9 2.780705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2445       0.9 2.142794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2446       0.9 2.819370e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2447       0.9 4.819793e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2448       0.9 2.819213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2449       0.9 1.831769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2450       0.9 2.933558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2451       0.9 4.561231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2452       0.9 2.844905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2453       0.9 2.047609e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2454       0.9 2.907166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2455       0.9 1.856775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2456       0.9 2.784444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2457       0.9 2.214327e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2458       0.9 2.805628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2459       0.9 1.156449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2460       0.9 3.029812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2461       0.9 2.814927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2462       0.9 3.217643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2463       0.9 1.849135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2464       0.9 3.024110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2465       0.9 1.123760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2466       0.9 2.816708e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2467       0.9 1.263687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2468       0.9 2.834294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2469       0.9 3.430749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2470       0.9 3.105285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2471       0.9 7.859798e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2472       0.9 2.800857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2473       0.9 4.236049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2474       0.9 2.881656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2475       0.9 4.258629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2476       0.9 2.824258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2477       0.9 4.799840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2478       0.9 2.798789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2479       0.9 3.993417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2480       0.9 2.828892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2481       0.9 9.401836e-04 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2482       0.9 3.099076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2483       0.9 7.788086e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2484       0.9 2.979334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2485       0.9 6.911005e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2486       0.9 2.805818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2487       0.9 1.500345e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2488       0.9 2.981962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2489       0.9 7.783094e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2490       0.9 2.828132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2491       0.9 4.272697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2492       0.9 1.278273e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2493       0.9 1.642706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2494       0.9 2.797272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2495       0.9 4.278430e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2496       0.9 2.769161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2497       0.9 2.897943e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2498       0.9 2.781492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2499       0.9 4.270715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2500       0.9 2.848600e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2501       0.9 4.107090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2502       0.9 2.870836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2503       0.9 1.614621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2504       0.9 6.712011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2505       0.9 2.897686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2506       0.9 2.880616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2507       0.9 1.434137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2508       0.9 2.833702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2509       0.9 3.215282e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2510       0.9 2.802011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2511       0.9 1.617782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2512       0.9 2.838376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2513       0.9 3.557081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2514       0.9 2.937035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2515       0.9 4.612994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2516       0.9 2.981152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2517       0.9 4.918389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2518       0.9 2.830499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2519       0.9 2.229336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2520       0.9 2.864504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2521       0.9 3.734006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2522       0.9 3.018299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2523       0.9 4.817033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2524       0.9 2.815684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2525       0.9 1.770057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2526       0.9 2.824490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2527       0.9 1.624310e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2528       0.9 3.000500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2529       0.9 4.919957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2530       0.9 2.801354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2531       0.9 3.766793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2532       0.9 2.874698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2533       0.9 2.757333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2534       0.9 2.809761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2535       0.9 4.082877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2536       0.9 2.808043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2537       0.9 6.062935e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2538       0.9 2.804779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2539       0.9 2.410705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2540       0.9 2.814094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2541       0.9 4.967301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2542       0.9 2.869613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2543       0.9 2.502747e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2544       0.9 2.857481e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2545       0.9 3.673531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2546       0.9 2.987798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2547       0.9 1.051471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2548       0.9 2.844689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2549       0.9 3.943795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2550       0.9 2.985788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2551       0.9 2.529178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2552       0.9 2.786352e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2553       0.9 3.161625e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2554       0.9 2.858909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2555       0.9 4.016584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2556       0.9 2.882111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2557       0.9 2.936562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2558       0.9 2.871079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2559       0.9 1.592514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2560       0.9 2.820417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2561       0.9 2.930241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2562       0.9 2.923486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2563       0.9 4.623292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2564       0.9 2.977422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2565       0.9 2.408449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2566       0.9 2.808667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2567       0.9 3.329169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2568       0.9 2.805391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2569       0.9 2.065055e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2570       0.9 2.958387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2571       0.9 8.674536e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2572       0.9 4.012721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2573       0.9 2.677616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2574       0.9 2.873516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2575       0.9 2.273934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2576       0.9 2.789357e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2577       0.9 1.079047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2578       0.9 2.851049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2579       0.9 1.117391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2580       0.9 5.731986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2581       0.9 4.252221e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2582       0.9 2.801063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2583       0.9 3.135941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2584       0.9 2.844801e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2585       0.9 2.353343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2586       0.9 2.811202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2587       0.9 2.067931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2588       0.9 2.837722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2589       0.9 1.692282e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2590       0.9 2.855566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2591       0.9 4.212123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2592       0.9 3.335627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2593       0.9 4.716156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2594       0.9 2.810456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2595       0.9 3.643706e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2596       0.9 3.116881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2597       0.9 2.940988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2598       0.9 2.858186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2599       0.9 3.239610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2600       0.9 3.151257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2601       0.9 4.633162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2602       0.9 2.792330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2603       0.9 4.223977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2604       0.9 2.820276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2605       0.9 2.724966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2606       0.9 2.824595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2607       0.9 7.205673e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2608       0.9 2.807529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2609       0.9 2.350094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2610       0.9 2.831536e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2611       0.9 1.594750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2612       0.9 2.827668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2613       0.9 5.431809e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2614       0.9 2.953862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2615       0.9 1.782129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2616       0.9 3.088472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2617       0.9 1.649000e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2618       0.9 3.181355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2619       0.9 2.748253e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2620       0.9 2.854869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2621       0.9 4.970597e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2622       0.9 3.118590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2623       0.9 1.938668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2624       0.9 2.846630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2625       0.9 3.198640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2626       0.9 2.839973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2627       0.9 3.264068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2628       0.9 2.812429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2629       0.9 3.548326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2630       0.9 2.814300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2631       0.9 5.143973e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2632       0.9 2.793020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2633       0.9 8.469107e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2634       0.9 2.818045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2635       0.9 3.925815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2636       0.9 2.858784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2637       0.9 8.372584e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2638       0.9 2.978113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2639       0.9 8.417392e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2640       0.9 2.848973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2641       0.9 3.758165e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2642       0.9 2.936206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2643       0.9 2.898240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2644       0.9 2.929360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2645       0.9 2.698442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2646       0.9 2.956953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2647       0.9 3.110217e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2648       0.9 3.019735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2649       0.9 4.861027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2650       0.9 5.503028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2651       0.9 3.622021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2652       0.9 2.847827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2653       0.9 7.372783e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2654       0.9 2.975905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2655       0.9 3.147971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2656       0.9 2.837743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2657       0.9 6.178007e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2658       0.9 2.878368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2659       0.9 1.344454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2660       0.9 2.836090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2661       0.9 3.944191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2662       0.9 2.830813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2663       0.9 3.473078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2664       0.9 2.829180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2665       0.9 1.671588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2666       0.9 2.788848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2667       0.9 2.795408e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2668       0.9 2.799419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2669       0.9 3.368697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2670       0.9 2.809515e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2671       0.9 3.817714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2672       0.9 2.813267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2673       0.9 3.308718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2674       0.9 2.925083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2675       0.9 3.247661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2676       0.9 2.788868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2677       0.9 2.616227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2678       0.9 4.713237e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2679       0.9 4.949039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2680       0.9 2.958823e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2681       0.9 3.875196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2682       0.9 2.823297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2683       0.9 3.727311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2684       0.9 3.129537e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2685       0.9 3.102881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2686       0.9 3.048597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2687       0.9 4.313887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2688       0.9 3.079138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2689       0.9 1.598436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2690       0.9 2.950404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2691       0.9 1.517916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2692       0.9 2.796787e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2693       0.9 1.360714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2694       0.9 3.073433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2695       0.9 4.516198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2696       0.9 2.824547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2697       0.9 3.411490e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2698       0.9 2.999246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2699       0.9 3.163439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2700       0.9 2.805777e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2701       0.9 2.717030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2702       0.9 2.940405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
##             g_F sigma_epsilon G_w_y_scaling   msg iter_num param_index
## 1     0.1162005      109.1121         0.162 start        1           1
## 2     0.1162005      109.1121         0.162  mif1        1           1
## 3     0.1162005      109.1121         0.162 start        2           1
## 4     0.1162005      109.1121         0.162  mif1        2           1
## 5     0.1162005      109.1121         0.162 start        3           1
## 6     0.1162005      109.1121         0.162  mif1        3           1
## 7     0.1162005      109.1121         0.162 start        4           1
## 8     0.1162005      109.1121         0.162  mif1        4           1
## 9     0.1162005      109.1121         0.162 start        5           1
## 10    0.1162005      109.1121         0.162  mif1        5           1
## 11    0.1162005      109.1121         0.162 start        6           1
## 12    0.1162005      109.1121         0.162  mif1        6           1
## 13    0.1162005      109.1121         0.162 start        7           1
## 14    0.1162005      109.1121         0.162  mif1        7           1
## 15    0.1162005      109.1121         0.162 start        8           1
## 16    0.1162005      109.1121         0.162  mif1        8           1
## 17    0.1162005      109.1121         0.162 start        9           1
## 18    0.1162005      109.1121         0.162  mif1        9           1
## 19    0.1162005      109.1121         0.162 start       10           1
## 20    0.1162005      109.1121         0.162  mif1       10           1
## 21    0.1162005      109.1121         0.162 start       11           1
## 22    0.1162005      109.1121         0.162  mif1       11           1
## 23    0.1162005      109.1121         0.162 start       12           1
## 24    0.1162005      109.1121         0.162  mif1       12           1
## 25    0.1162005      109.1121         0.162 start       13           1
## 26    0.1162005      109.1121         0.162  mif1       13           1
## 27    0.1162005      109.1121         0.162 start       14           1
## 28    0.1162005      109.1121         0.162  mif1       14           1
## 29    0.1162005      109.1121         0.162 start       15           1
## 30    0.1162005      109.1121         0.162  mif1       15           1
## 31    0.1162005      109.1121         0.162 start       16           1
## 32    0.1162005      109.1121         0.162  mif1       16           1
## 33    0.1162005      109.1121         0.162 start       17           1
## 34    0.1162005      109.1121         0.162  mif1       17           1
## 35    0.1162005      109.1121         0.162 start       18           1
## 36    0.1162005      109.1121         0.162  mif1       18           1
## 37    0.1162005      109.1121         0.162 start       19           1
## 38    0.1162005      109.1121         0.162  mif1       19           1
## 39    0.1162005      109.1121         0.162 start       20           1
## 40    0.1162005      109.1121         0.162  mif1       20           1
## 41    0.1162005      109.1121         0.162 start       21           1
## 42    0.1162005      109.1121         0.162  mif1       21           1
## 43    0.1162005      109.1121         0.162 start       22           1
## 44    0.1162005      109.1121         0.162  mif1       22           1
## 45    0.1162005      109.1121         0.162 start       23           1
## 46    0.1162005      109.1121         0.162  mif1       23           1
## 47    0.1162005      109.1121         0.162 start       24           1
## 48    0.1162005      109.1121         0.162  mif1       24           1
## 49    0.1162005      109.1121         0.162 start       25           1
## 50    0.1162005      109.1121         0.162  mif1       25           1
## 51    0.1162005      109.1121         0.162 start       26           1
## 52    0.1162005      109.1121         0.162  mif1       26           1
## 53    0.1162005      109.1121         0.162 start       27           1
## 54    0.1162005      109.1121         0.162  mif1       27           1
## 55    0.1162005      109.1121         0.162 start       28           1
## 56    0.1162005      109.1121         0.162  mif1       28           1
## 57    0.1162005      109.1121         0.162 start       29           1
## 58    0.1162005      109.1121         0.162  mif1       29           1
## 59    0.1162005      109.1121         0.162 start       30           1
## 60    0.1162005      109.1121         0.162  mif1       30           1
## 61    0.1162005      109.1121         0.162 start       31           1
## 62    0.1162005      109.1121         0.162  mif1       31           1
## 63    0.1162005      109.1121         0.162 start       32           1
## 64    0.1162005      109.1121         0.162  mif1       32           1
## 65    0.1162005      109.1121         0.162 start       33           1
## 66    0.1162005      109.1121         0.162  mif1       33           1
## 67    0.1162005      109.1121         0.162 start       34           1
## 68    0.1162005      109.1121         0.162  mif1       34           1
## 69    0.1162005      109.1121         0.162 start       35           1
## 70    0.1162005      109.1121         0.162  mif1       35           1
## 71    0.1162005      109.1121         0.162 start       36           1
## 72    0.1162005      109.1121         0.162  mif1       36           1
## 73    0.1162005      109.1121         0.162 start       37           1
## 74    0.1162005      109.1121         0.162  mif1       37           1
## 75    0.1162005      109.1121         0.162 start       38           1
## 76    0.1162005      109.1121         0.162  mif1       38           1
## 77    0.1162005      109.1121         0.162 start       39           1
## 78    0.1162005      109.1121         0.162  mif1       39           1
## 79    0.1162005      109.1121         0.162 start       40           1
## 80    0.1162005      109.1121         0.162  mif1       40           1
## 81    0.1162005      109.1121         0.162 start       41           1
## 82    0.1162005      109.1121         0.162  mif1       41           1
## 83    0.1162005      109.1121         0.162 start       42           1
## 84    0.1162005      109.1121         0.162  mif1       42           1
## 85    0.1162005      109.1121         0.162 start       43           1
## 86    0.1162005      109.1121         0.162  mif1       43           1
## 87    0.1162005      109.1121         0.162 start       44           1
## 88    0.1162005      109.1121         0.162  mif1       44           1
## 89    0.1162005      109.1121         0.162 start       45           1
## 90    0.1162005      109.1121         0.162  mif1       45           1
## 91    0.1162005      109.1121         0.162 start       46           1
## 92    0.1162005      109.1121         0.162  mif1       46           1
## 93    0.1162005      109.1121         0.162 start       47           1
## 94    0.1162005      109.1121         0.162  mif1       47           1
## 95    0.1162005      109.1121         0.162 start       48           1
## 96    0.1162005      109.1121         0.162  mif1       48           1
## 97    0.1162005      109.1121         0.162 start       49           1
## 98    0.1162005      109.1121         0.162  mif1       49           1
## 99    0.1162005      109.1121         0.162 start       50           1
## 100   0.1162005      109.1121         0.162  mif1       50           1
## 101   0.1162005      109.1121         0.162 start        1           2
## 102   0.1162005      109.1121         0.162  mif1        1           2
## 103   0.1162005      109.1121         0.162 start        2           2
## 104   0.1162005      109.1121         0.162  mif1        2           2
## 105   0.1162005      109.1121         0.162 start        3           2
## 106   0.1162005      109.1121         0.162  mif1        3           2
## 107   0.1162005      109.1121         0.162 start        4           2
## 108   0.1162005      109.1121         0.162  mif1        4           2
## 109   0.1162005      109.1121         0.162 start        5           2
## 110   0.1162005      109.1121         0.162  mif1        5           2
## 111   0.1162005      109.1121         0.162 start        6           2
## 112   0.1162005      109.1121         0.162  mif1        6           2
## 113   0.1162005      109.1121         0.162 start        7           2
## 114   0.1162005      109.1121         0.162  mif1        7           2
## 115   0.1162005      109.1121         0.162 start        8           2
## 116   0.1162005      109.1121         0.162  mif1        8           2
## 117   0.1162005      109.1121         0.162 start        9           2
## 118   0.1162005      109.1121         0.162  mif1        9           2
## 119   0.1162005      109.1121         0.162 start       10           2
## 120   0.1162005      109.1121         0.162  mif1       10           2
## 121   0.1162005      109.1121         0.162 start       11           2
## 122   0.1162005      109.1121         0.162  mif1       11           2
## 123   0.1162005      109.1121         0.162 start       12           2
## 124   0.1162005      109.1121         0.162  mif1       12           2
## 125   0.1162005      109.1121         0.162 start       13           2
## 126   0.1162005      109.1121         0.162  mif1       13           2
## 127   0.1162005      109.1121         0.162 start       14           2
## 128   0.1162005      109.1121         0.162  mif1       14           2
## 129   0.1162005      109.1121         0.162 start       15           2
## 130   0.1162005      109.1121         0.162  mif1       15           2
## 131   0.1162005      109.1121         0.162 start       16           2
## 132   0.1162005      109.1121         0.162  mif1       16           2
## 133   0.1162005      109.1121         0.162 start       17           2
## 134   0.1162005      109.1121         0.162  mif1       17           2
## 135   0.1162005      109.1121         0.162 start       18           2
## 136   0.1162005      109.1121         0.162  mif1       18           2
## 137   0.1162005      109.1121         0.162 start       19           2
## 138   0.1162005      109.1121         0.162  mif1       19           2
## 139   0.1162005      109.1121         0.162 start       20           2
## 140   0.1162005      109.1121         0.162  mif1       20           2
## 141   0.1162005      109.1121         0.162 start       21           2
## 142   0.1162005      109.1121         0.162  mif1       21           2
## 143   0.1162005      109.1121         0.162 start       22           2
## 144   0.1162005      109.1121         0.162  mif1       22           2
## 145   0.1162005      109.1121         0.162 start       23           2
## 146   0.1162005      109.1121         0.162  mif1       23           2
## 147   0.1162005      109.1121         0.162 start       24           2
## 148   0.1162005      109.1121         0.162  mif1       24           2
## 149   0.1162005      109.1121         0.162 start       25           2
## 150   0.1162005      109.1121         0.162  mif1       25           2
## 151   0.1162005      109.1121         0.162 start       26           2
## 152   0.1162005      109.1121         0.162  mif1       26           2
## 153   0.1162005      109.1121         0.162 start       27           2
## 154   0.1162005      109.1121         0.162  mif1       27           2
## 155   0.1162005      109.1121         0.162 start       28           2
## 156   0.1162005      109.1121         0.162  mif1       28           2
## 157   0.1162005      109.1121         0.162 start       29           2
## 158   0.1162005      109.1121         0.162  mif1       29           2
## 159   0.1162005      109.1121         0.162 start       30           2
## 160   0.1162005      109.1121         0.162  mif1       30           2
## 161   0.1162005      109.1121         0.162 start       31           2
## 162   0.1162005      109.1121         0.162  mif1       31           2
## 163   0.1162005      109.1121         0.162 start       32           2
## 164   0.1162005      109.1121         0.162  mif1       32           2
## 165   0.1162005      109.1121         0.162 start       33           2
## 166   0.1162005      109.1121         0.162  mif1       33           2
## 167   0.1162005      109.1121         0.162 start       34           2
## 168   0.1162005      109.1121         0.162  mif1       34           2
## 169   0.1162005      109.1121         0.162 start       35           2
## 170   0.1162005      109.1121         0.162  mif1       35           2
## 171   0.1162005      109.1121         0.162 start       36           2
## 172   0.1162005      109.1121         0.162  mif1       36           2
## 173   0.1162005      109.1121         0.162 start       37           2
## 174   0.1162005      109.1121         0.162  mif1       37           2
## 175   0.1162005      109.1121         0.162 start       38           2
## 176   0.1162005      109.1121         0.162  mif1       38           2
## 177   0.1162005      109.1121         0.162 start       39           2
## 178   0.1162005      109.1121         0.162  mif1       39           2
## 179   0.1162005      109.1121         0.162 start       40           2
## 180   0.1162005      109.1121         0.162  mif1       40           2
## 181   0.1162005      109.1121         0.162 start       41           2
## 182   0.1162005      109.1121         0.162  mif1       41           2
## 183   0.1162005      109.1121         0.162 start       42           2
## 184   0.1162005      109.1121         0.162  mif1       42           2
## 185   0.1162005      109.1121         0.162 start       43           2
## 186   0.1162005      109.1121         0.162  mif1       43           2
## 187   0.1162005      109.1121         0.162 start       44           2
## 188   0.1162005      109.1121         0.162  mif1       44           2
## 189   0.1162005      109.1121         0.162 start       45           2
## 190   0.1162005      109.1121         0.162  mif1       45           2
## 191   0.1162005      109.1121         0.162 start       46           2
## 192   0.1162005      109.1121         0.162  mif1       46           2
## 193   0.1162005      109.1121         0.162 start       47           2
## 194   0.1162005      109.1121         0.162  mif1       47           2
## 195   0.1162005      109.1121         0.162 start       48           2
## 196   0.1162005      109.1121         0.162  mif1       48           2
## 197   0.1162005      109.1121         0.162 start       49           2
## 198   0.1162005      109.1121         0.162  mif1       49           2
## 199   0.1162005      109.1121         0.162 start       50           2
## 200   0.1162005      109.1121         0.162  mif1       50           2
## 201   0.1162005      109.1121         0.162 start        1           3
## 202   0.1162005      109.1121         0.162  mif1        1           3
## 203   0.1162005      109.1121         0.162 start        2           3
## 204   0.1162005      109.1121         0.162  mif1        2           3
## 205   0.1162005      109.1121         0.162 start        3           3
## 206   0.1162005      109.1121         0.162  mif1        3           3
## 207   0.1162005      109.1121         0.162 start        4           3
## 208   0.1162005      109.1121         0.162  mif1        4           3
## 209   0.1162005      109.1121         0.162 start        5           3
## 210   0.1162005      109.1121         0.162  mif1        5           3
## 211   0.1162005      109.1121         0.162 start        6           3
## 212   0.1162005      109.1121         0.162  mif1        6           3
## 213   0.1162005      109.1121         0.162 start        7           3
## 214   0.1162005      109.1121         0.162  mif1        7           3
## 215   0.1162005      109.1121         0.162 start        8           3
## 216   0.1162005      109.1121         0.162  mif1        8           3
## 217   0.1162005      109.1121         0.162 start        9           3
## 218   0.1162005      109.1121         0.162  mif1        9           3
## 219   0.1162005      109.1121         0.162 start       10           3
## 220   0.1162005      109.1121         0.162  mif1       10           3
## 221   0.1162005      109.1121         0.162 start       11           3
## 222   0.1162005      109.1121         0.162  mif1       11           3
## 223   0.1162005      109.1121         0.162 start       12           3
## 224   0.1162005      109.1121         0.162  mif1       12           3
## 225   0.1162005      109.1121         0.162 start       13           3
## 226   0.1162005      109.1121         0.162  mif1       13           3
## 227   0.1162005      109.1121         0.162 start       14           3
## 228   0.1162005      109.1121         0.162  mif1       14           3
## 229   0.1162005      109.1121         0.162 start       15           3
## 230   0.1162005      109.1121         0.162  mif1       15           3
## 231   0.1162005      109.1121         0.162 start       16           3
## 232   0.1162005      109.1121         0.162  mif1       16           3
## 233   0.1162005      109.1121         0.162 start       17           3
## 234   0.1162005      109.1121         0.162  mif1       17           3
## 235   0.1162005      109.1121         0.162 start       18           3
## 236   0.1162005      109.1121         0.162  mif1       18           3
## 237   0.1162005      109.1121         0.162 start       19           3
## 238   0.1162005      109.1121         0.162  mif1       19           3
## 239   0.1162005      109.1121         0.162 start       20           3
## 240   0.1162005      109.1121         0.162  mif1       20           3
## 241   0.1162005      109.1121         0.162 start       21           3
## 242   0.1162005      109.1121         0.162  mif1       21           3
## 243   0.1162005      109.1121         0.162 start       22           3
## 244   0.1162005      109.1121         0.162  mif1       22           3
## 245   0.1162005      109.1121         0.162 start       23           3
## 246   0.1162005      109.1121         0.162  mif1       23           3
## 247   0.1162005      109.1121         0.162 start       24           3
## 248   0.1162005      109.1121         0.162  mif1       24           3
## 249   0.1162005      109.1121         0.162 start       25           3
## 250   0.1162005      109.1121         0.162  mif1       25           3
## 251   0.1162005      109.1121         0.162 start       26           3
## 252   0.1162005      109.1121         0.162  mif1       26           3
## 253   0.1162005      109.1121         0.162 start       27           3
## 254   0.1162005      109.1121         0.162  mif1       27           3
## 255   0.1162005      109.1121         0.162 start       28           3
## 256   0.1162005      109.1121         0.162  mif1       28           3
## 257   0.1162005      109.1121         0.162 start       29           3
## 258   0.1162005      109.1121         0.162  mif1       29           3
## 259   0.1162005      109.1121         0.162 start       30           3
## 260   0.1162005      109.1121         0.162  mif1       30           3
## 261   0.1162005      109.1121         0.162 start       31           3
## 262   0.1162005      109.1121         0.162  mif1       31           3
## 263   0.1162005      109.1121         0.162 start       32           3
## 264   0.1162005      109.1121         0.162  mif1       32           3
## 265   0.1162005      109.1121         0.162 start       33           3
## 266   0.1162005      109.1121         0.162  mif1       33           3
## 267   0.1162005      109.1121         0.162 start       34           3
## 268   0.1162005      109.1121         0.162  mif1       34           3
## 269   0.1162005      109.1121         0.162 start       35           3
## 270   0.1162005      109.1121         0.162  mif1       35           3
## 271   0.1162005      109.1121         0.162 start       36           3
## 272   0.1162005      109.1121         0.162  mif1       36           3
## 273   0.1162005      109.1121         0.162 start       37           3
## 274   0.1162005      109.1121         0.162  mif1       37           3
## 275   0.1162005      109.1121         0.162 start       38           3
## 276   0.1162005      109.1121         0.162  mif1       38           3
## 277   0.1162005      109.1121         0.162 start       39           3
## 278   0.1162005      109.1121         0.162  mif1       39           3
## 279   0.1162005      109.1121         0.162 start       40           3
## 280   0.1162005      109.1121         0.162  mif1       40           3
## 281   0.1162005      109.1121         0.162 start       41           3
## 282   0.1162005      109.1121         0.162  mif1       41           3
## 283   0.1162005      109.1121         0.162 start       42           3
## 284   0.1162005      109.1121         0.162  mif1       42           3
## 285   0.1162005      109.1121         0.162 start       43           3
## 286   0.1162005      109.1121         0.162  mif1       43           3
## 287   0.1162005      109.1121         0.162 start       44           3
## 288   0.1162005      109.1121         0.162  mif1       44           3
## 289   0.1162005      109.1121         0.162 start       45           3
## 290   0.1162005      109.1121         0.162  mif1       45           3
## 291   0.1162005      109.1121         0.162 start       46           3
## 292   0.1162005      109.1121         0.162  mif1       46           3
## 293   0.1162005      109.1121         0.162 start       47           3
## 294   0.1162005      109.1121         0.162  mif1       47           3
## 295   0.1162005      109.1121         0.162 start       48           3
## 296   0.1162005      109.1121         0.162  mif1       48           3
## 297   0.1162005      109.1121         0.162 start       49           3
## 298   0.1162005      109.1121         0.162  mif1       49           3
## 299   0.1162005      109.1121         0.162 start       50           3
## 300   0.1162005      109.1121         0.162  mif1       50           3
## 301   0.1162005      109.1121         0.162 start        1           4
## 302   0.1162005      109.1121         0.162  mif1        1           4
## 303   0.1162005      109.1121         0.162 start        2           4
## 304   0.1162005      109.1121         0.162  mif1        2           4
## 305   0.1162005      109.1121         0.162 start        3           4
## 306   0.1162005      109.1121         0.162  mif1        3           4
## 307   0.1162005      109.1121         0.162 start        4           4
## 308   0.1162005      109.1121         0.162  mif1        4           4
## 309   0.1162005      109.1121         0.162 start        5           4
## 310   0.1162005      109.1121         0.162  mif1        5           4
## 311   0.1162005      109.1121         0.162 start        6           4
## 312   0.1162005      109.1121         0.162  mif1        6           4
## 313   0.1162005      109.1121         0.162 start        7           4
## 314   0.1162005      109.1121         0.162  mif1        7           4
## 315   0.1162005      109.1121         0.162 start        8           4
## 316   0.1162005      109.1121         0.162  mif1        8           4
## 317   0.1162005      109.1121         0.162 start        9           4
## 318   0.1162005      109.1121         0.162  mif1        9           4
## 319   0.1162005      109.1121         0.162 start       10           4
## 320   0.1162005      109.1121         0.162  mif1       10           4
## 321   0.1162005      109.1121         0.162 start       11           4
## 322   0.1162005      109.1121         0.162  mif1       11           4
## 323   0.1162005      109.1121         0.162 start       12           4
## 324   0.1162005      109.1121         0.162  mif1       12           4
## 325   0.1162005      109.1121         0.162 start       13           4
## 326   0.1162005      109.1121         0.162  mif1       13           4
## 327   0.1162005      109.1121         0.162 start       14           4
## 328   0.1162005      109.1121         0.162  mif1       14           4
## 329   0.1162005      109.1121         0.162 start       15           4
## 330   0.1162005      109.1121         0.162  mif1       15           4
## 331   0.1162005      109.1121         0.162 start       16           4
## 332   0.1162005      109.1121         0.162  mif1       16           4
## 333   0.1162005      109.1121         0.162 start       17           4
## 334   0.1162005      109.1121         0.162  mif1       17           4
## 335   0.1162005      109.1121         0.162 start       18           4
## 336   0.1162005      109.1121         0.162  mif1       18           4
## 337   0.1162005      109.1121         0.162 start       19           4
## 338   0.1162005      109.1121         0.162  mif1       19           4
## 339   0.1162005      109.1121         0.162 start       20           4
## 340   0.1162005      109.1121         0.162  mif1       20           4
## 341   0.1162005      109.1121         0.162 start       21           4
## 342   0.1162005      109.1121         0.162  mif1       21           4
## 343   0.1162005      109.1121         0.162 start       22           4
## 344   0.1162005      109.1121         0.162  mif1       22           4
## 345   0.1162005      109.1121         0.162 start       23           4
## 346   0.1162005      109.1121         0.162  mif1       23           4
## 347   0.1162005      109.1121         0.162 start       24           4
## 348   0.1162005      109.1121         0.162  mif1       24           4
## 349   0.1162005      109.1121         0.162 start       25           4
## 350   0.1162005      109.1121         0.162  mif1       25           4
## 351   0.1162005      109.1121         0.162 start       26           4
## 352   0.1162005      109.1121         0.162  mif1       26           4
## 353   0.1162005      109.1121         0.162 start       27           4
## 354   0.1162005      109.1121         0.162  mif1       27           4
## 355   0.1162005      109.1121         0.162 start       28           4
## 356   0.1162005      109.1121         0.162  mif1       28           4
## 357   0.1162005      109.1121         0.162 start       29           4
## 358   0.1162005      109.1121         0.162  mif1       29           4
## 359   0.1162005      109.1121         0.162 start       30           4
## 360   0.1162005      109.1121         0.162  mif1       30           4
## 361   0.1162005      109.1121         0.162 start       31           4
## 362   0.1162005      109.1121         0.162  mif1       31           4
## 363   0.1162005      109.1121         0.162 start       32           4
## 364   0.1162005      109.1121         0.162  mif1       32           4
## 365   0.1162005      109.1121         0.162 start       33           4
## 366   0.1162005      109.1121         0.162  mif1       33           4
## 367   0.1162005      109.1121         0.162 start       34           4
## 368   0.1162005      109.1121         0.162  mif1       34           4
## 369   0.1162005      109.1121         0.162 start       35           4
## 370   0.1162005      109.1121         0.162  mif1       35           4
## 371   0.1162005      109.1121         0.162 start       36           4
## 372   0.1162005      109.1121         0.162  mif1       36           4
## 373   0.1162005      109.1121         0.162 start       37           4
## 374   0.1162005      109.1121         0.162  mif1       37           4
## 375   0.1162005      109.1121         0.162 start       38           4
## 376   0.1162005      109.1121         0.162  mif1       38           4
## 377   0.1162005      109.1121         0.162 start       39           4
## 378   0.1162005      109.1121         0.162  mif1       39           4
## 379   0.1162005      109.1121         0.162 start       40           4
## 380   0.1162005      109.1121         0.162  mif1       40           4
## 381   0.1162005      109.1121         0.162 start       41           4
## 382   0.1162005      109.1121         0.162  mif1       41           4
## 383   0.1162005      109.1121         0.162 start       42           4
## 384   0.1162005      109.1121         0.162  mif1       42           4
## 385   0.1162005      109.1121         0.162 start       43           4
## 386   0.1162005      109.1121         0.162  mif1       43           4
## 387   0.1162005      109.1121         0.162 start       44           4
## 388   0.1162005      109.1121         0.162  mif1       44           4
## 389   0.1162005      109.1121         0.162 start       45           4
## 390   0.1162005      109.1121         0.162  mif1       45           4
## 391   0.1162005      109.1121         0.162 start       46           4
## 392   0.1162005      109.1121         0.162  mif1       46           4
## 393   0.1162005      109.1121         0.162 start       47           4
## 394   0.1162005      109.1121         0.162  mif1       47           4
## 395   0.1162005      109.1121         0.162 start       48           4
## 396   0.1162005      109.1121         0.162  mif1       48           4
## 397   0.1162005      109.1121         0.162 start       49           4
## 398   0.1162005      109.1121         0.162  mif1       49           4
## 399   0.1162005      109.1121         0.162 start       50           4
## 400   0.1162005      109.1121         0.162  mif1       50           4
## 401   0.1162005      109.1121         0.162 start        1           5
## 402   0.1162005      109.1121         0.162  mif1        1           5
## 403   0.1162005      109.1121         0.162 start        2           5
## 404   0.1162005      109.1121         0.162  mif1        2           5
## 405   0.1162005      109.1121         0.162 start        3           5
## 406   0.1162005      109.1121         0.162  mif1        3           5
## 407   0.1162005      109.1121         0.162 start        4           5
## 408   0.1162005      109.1121         0.162  mif1        4           5
## 409   0.1162005      109.1121         0.162 start        5           5
## 410   0.1162005      109.1121         0.162  mif1        5           5
## 411   0.1162005      109.1121         0.162 start        6           5
## 412   0.1162005      109.1121         0.162  mif1        6           5
## 413   0.1162005      109.1121         0.162 start        7           5
## 414   0.1162005      109.1121         0.162  mif1        7           5
## 415   0.1162005      109.1121         0.162 start        8           5
## 416   0.1162005      109.1121         0.162  mif1        8           5
## 417   0.1162005      109.1121         0.162 start        9           5
## 418   0.1162005      109.1121         0.162  mif1        9           5
## 419   0.1162005      109.1121         0.162 start       10           5
## 420   0.1162005      109.1121         0.162  mif1       10           5
## 421   0.1162005      109.1121         0.162 start       11           5
## 422   0.1162005      109.1121         0.162  mif1       11           5
## 423   0.1162005      109.1121         0.162 start       12           5
## 424   0.1162005      109.1121         0.162  mif1       12           5
## 425   0.1162005      109.1121         0.162 start       13           5
## 426   0.1162005      109.1121         0.162  mif1       13           5
## 427   0.1162005      109.1121         0.162 start       14           5
## 428   0.1162005      109.1121         0.162  mif1       14           5
## 429   0.1162005      109.1121         0.162 start       15           5
## 430   0.1162005      109.1121         0.162  mif1       15           5
## 431   0.1162005      109.1121         0.162 start       16           5
## 432   0.1162005      109.1121         0.162  mif1       16           5
## 433   0.1162005      109.1121         0.162 start       17           5
## 434   0.1162005      109.1121         0.162  mif1       17           5
## 435   0.1162005      109.1121         0.162 start       18           5
## 436   0.1162005      109.1121         0.162  mif1       18           5
## 437   0.1162005      109.1121         0.162 start       19           5
## 438   0.1162005      109.1121         0.162  mif1       19           5
## 439   0.1162005      109.1121         0.162 start       20           5
## 440   0.1162005      109.1121         0.162  mif1       20           5
## 441   0.1162005      109.1121         0.162 start       21           5
## 442   0.1162005      109.1121         0.162  mif1       21           5
## 443   0.1162005      109.1121         0.162 start       22           5
## 444   0.1162005      109.1121         0.162  mif1       22           5
## 445   0.1162005      109.1121         0.162 start       23           5
## 446   0.1162005      109.1121         0.162  mif1       23           5
## 447   0.1162005      109.1121         0.162 start       24           5
## 448   0.1162005      109.1121         0.162  mif1       24           5
## 449   0.1162005      109.1121         0.162 start       25           5
## 450   0.1162005      109.1121         0.162  mif1       25           5
## 451   0.1162005      109.1121         0.162 start       26           5
## 452   0.1162005      109.1121         0.162  mif1       26           5
## 453   0.1162005      109.1121         0.162 start       27           5
## 454   0.1162005      109.1121         0.162  mif1       27           5
## 455   0.1162005      109.1121         0.162 start       28           5
## 456   0.1162005      109.1121         0.162  mif1       28           5
## 457   0.1162005      109.1121         0.162 start       29           5
## 458   0.1162005      109.1121         0.162  mif1       29           5
## 459   0.1162005      109.1121         0.162 start       30           5
## 460   0.1162005      109.1121         0.162  mif1       30           5
## 461   0.1162005      109.1121         0.162 start       31           5
## 462   0.1162005      109.1121         0.162  mif1       31           5
## 463   0.1162005      109.1121         0.162 start       32           5
## 464   0.1162005      109.1121         0.162  mif1       32           5
## 465   0.1162005      109.1121         0.162 start       33           5
## 466   0.1162005      109.1121         0.162  mif1       33           5
## 467   0.1162005      109.1121         0.162 start       34           5
## 468   0.1162005      109.1121         0.162  mif1       34           5
## 469   0.1162005      109.1121         0.162 start       35           5
## 470   0.1162005      109.1121         0.162  mif1       35           5
## 471   0.1162005      109.1121         0.162 start       36           5
## 472   0.1162005      109.1121         0.162  mif1       36           5
## 473   0.1162005      109.1121         0.162 start       37           5
## 474   0.1162005      109.1121         0.162  mif1       37           5
## 475   0.1162005      109.1121         0.162 start       38           5
## 476   0.1162005      109.1121         0.162  mif1       38           5
## 477   0.1162005      109.1121         0.162 start       39           5
## 478   0.1162005      109.1121         0.162  mif1       39           5
## 479   0.1162005      109.1121         0.162 start       40           5
## 480   0.1162005      109.1121         0.162  mif1       40           5
## 481   0.1162005      109.1121         0.162 start       41           5
## 482   0.1162005      109.1121         0.162  mif1       41           5
## 483   0.1162005      109.1121         0.162 start       42           5
## 484   0.1162005      109.1121         0.162  mif1       42           5
## 485   0.1162005      109.1121         0.162 start       43           5
## 486   0.1162005      109.1121         0.162  mif1       43           5
## 487   0.1162005      109.1121         0.162 start       44           5
## 488   0.1162005      109.1121         0.162  mif1       44           5
## 489   0.1162005      109.1121         0.162 start       45           5
## 490   0.1162005      109.1121         0.162  mif1       45           5
## 491   0.1162005      109.1121         0.162 start       46           5
## 492   0.1162005      109.1121         0.162  mif1       46           5
## 493   0.1162005      109.1121         0.162 start       47           5
## 494   0.1162005      109.1121         0.162  mif1       47           5
## 495   0.1162005      109.1121         0.162 start       48           5
## 496   0.1162005      109.1121         0.162  mif1       48           5
## 497   0.1162005      109.1121         0.162 start       49           5
## 498   0.1162005      109.1121         0.162  mif1       49           5
## 499   0.1162005      109.1121         0.162 start       50           5
## 500   0.1162005      109.1121         0.162  mif1       50           5
## 501   0.1162005      109.1121         0.162 start        1           6
## 502   0.1162005      109.1121         0.162  mif1        1           6
## 503   0.1162005      109.1121         0.162 start        2           6
## 504   0.1162005      109.1121         0.162  mif1        2           6
## 505   0.1162005      109.1121         0.162 start        3           6
## 506   0.1162005      109.1121         0.162  mif1        3           6
## 507   0.1162005      109.1121         0.162 start        4           6
## 508   0.1162005      109.1121         0.162  mif1        4           6
## 509   0.1162005      109.1121         0.162 start        5           6
## 510   0.1162005      109.1121         0.162  mif1        5           6
## 511   0.1162005      109.1121         0.162 start        6           6
## 512   0.1162005      109.1121         0.162  mif1        6           6
## 513   0.1162005      109.1121         0.162 start        7           6
## 514   0.1162005      109.1121         0.162  mif1        7           6
## 515   0.1162005      109.1121         0.162 start        8           6
## 516   0.1162005      109.1121         0.162  mif1        8           6
## 517   0.1162005      109.1121         0.162 start        9           6
## 518   0.1162005      109.1121         0.162  mif1        9           6
## 519   0.1162005      109.1121         0.162 start       10           6
## 520   0.1162005      109.1121         0.162  mif1       10           6
## 521   0.1162005      109.1121         0.162 start       11           6
## 522   0.1162005      109.1121         0.162  mif1       11           6
## 523   0.1162005      109.1121         0.162 start       12           6
## 524   0.1162005      109.1121         0.162  mif1       12           6
## 525   0.1162005      109.1121         0.162 start       13           6
## 526   0.1162005      109.1121         0.162  mif1       13           6
## 527   0.1162005      109.1121         0.162 start       14           6
## 528   0.1162005      109.1121         0.162  mif1       14           6
## 529   0.1162005      109.1121         0.162 start       15           6
## 530   0.1162005      109.1121         0.162  mif1       15           6
## 531   0.1162005      109.1121         0.162 start       16           6
## 532   0.1162005      109.1121         0.162  mif1       16           6
## 533   0.1162005      109.1121         0.162 start       17           6
## 534   0.1162005      109.1121         0.162  mif1       17           6
## 535   0.1162005      109.1121         0.162 start       18           6
## 536   0.1162005      109.1121         0.162  mif1       18           6
## 537   0.1162005      109.1121         0.162 start       19           6
## 538   0.1162005      109.1121         0.162  mif1       19           6
## 539   0.1162005      109.1121         0.162 start       20           6
## 540   0.1162005      109.1121         0.162  mif1       20           6
## 541   0.1162005      109.1121         0.162 start       21           6
## 542   0.1162005      109.1121         0.162  mif1       21           6
## 543   0.1162005      109.1121         0.162 start       22           6
## 544   0.1162005      109.1121         0.162  mif1       22           6
## 545   0.1162005      109.1121         0.162 start       23           6
## 546   0.1162005      109.1121         0.162  mif1       23           6
## 547   0.1162005      109.1121         0.162 start       24           6
## 548   0.1162005      109.1121         0.162  mif1       24           6
## 549   0.1162005      109.1121         0.162 start       25           6
## 550   0.1162005      109.1121         0.162  mif1       25           6
## 551   0.1162005      109.1121         0.162 start       26           6
## 552   0.1162005      109.1121         0.162  mif1       26           6
## 553   0.1162005      109.1121         0.162 start       27           6
## 554   0.1162005      109.1121         0.162  mif1       27           6
## 555   0.1162005      109.1121         0.162 start       28           6
## 556   0.1162005      109.1121         0.162  mif1       28           6
## 557   0.1162005      109.1121         0.162 start       29           6
## 558   0.1162005      109.1121         0.162  mif1       29           6
## 559   0.1162005      109.1121         0.162 start       30           6
## 560   0.1162005      109.1121         0.162  mif1       30           6
## 561   0.1162005      109.1121         0.162 start       31           6
## 562   0.1162005      109.1121         0.162  mif1       31           6
## 563   0.1162005      109.1121         0.162 start       32           6
## 564   0.1162005      109.1121         0.162  mif1       32           6
## 565   0.1162005      109.1121         0.162 start       33           6
## 566   0.1162005      109.1121         0.162  mif1       33           6
## 567   0.1162005      109.1121         0.162 start       34           6
## 568   0.1162005      109.1121         0.162  mif1       34           6
## 569   0.1162005      109.1121         0.162 start       35           6
## 570   0.1162005      109.1121         0.162  mif1       35           6
## 571   0.1162005      109.1121         0.162 start       36           6
## 572   0.1162005      109.1121         0.162  mif1       36           6
## 573   0.1162005      109.1121         0.162 start       37           6
## 574   0.1162005      109.1121         0.162  mif1       37           6
## 575   0.1162005      109.1121         0.162 start       38           6
## 576   0.1162005      109.1121         0.162  mif1       38           6
## 577   0.1162005      109.1121         0.162 start       39           6
## 578   0.1162005      109.1121         0.162  mif1       39           6
## 579   0.1162005      109.1121         0.162 start       40           6
## 580   0.1162005      109.1121         0.162  mif1       40           6
## 581   0.1162005      109.1121         0.162 start       41           6
## 582   0.1162005      109.1121         0.162  mif1       41           6
## 583   0.1162005      109.1121         0.162 start       42           6
## 584   0.1162005      109.1121         0.162  mif1       42           6
## 585   0.1162005      109.1121         0.162 start       43           6
## 586   0.1162005      109.1121         0.162  mif1       43           6
## 587   0.1162005      109.1121         0.162 start       44           6
## 588   0.1162005      109.1121         0.162  mif1       44           6
## 589   0.1162005      109.1121         0.162 start       45           6
## 590   0.1162005      109.1121         0.162  mif1       45           6
## 591   0.1162005      109.1121         0.162 start       46           6
## 592   0.1162005      109.1121         0.162  mif1       46           6
## 593   0.1162005      109.1121         0.162 start       47           6
## 594   0.1162005      109.1121         0.162  mif1       47           6
## 595   0.1162005      109.1121         0.162 start       48           6
## 596   0.1162005      109.1121         0.162  mif1       48           6
## 597   0.1162005      109.1121         0.162 start       49           6
## 598   0.1162005      109.1121         0.162  mif1       49           6
## 599   0.1162005      109.1121         0.162 start       50           6
## 600   0.1162005      109.1121         0.162  mif1       50           6
## 601   0.1162005      109.1121         0.162 start        1           7
## 602   0.1162005      109.1121         0.162  mif1        1           7
## 603   0.1162005      109.1121         0.162 start        2           7
## 604   0.1162005      109.1121         0.162  mif1        2           7
## 605   0.1162005      109.1121         0.162 start        3           7
## 606   0.1162005      109.1121         0.162  mif1        3           7
## 607   0.1162005      109.1121         0.162 start        4           7
## 608   0.1162005      109.1121         0.162  mif1        4           7
## 609   0.1162005      109.1121         0.162 start        5           7
## 610   0.1162005      109.1121         0.162  mif1        5           7
## 611   0.1162005      109.1121         0.162 start        6           7
## 612   0.1162005      109.1121         0.162  mif1        6           7
## 613   0.1162005      109.1121         0.162 start        7           7
## 614   0.1162005      109.1121         0.162  mif1        7           7
## 615   0.1162005      109.1121         0.162 start        8           7
## 616   0.1162005      109.1121         0.162  mif1        8           7
## 617   0.1162005      109.1121         0.162 start        9           7
## 618   0.1162005      109.1121         0.162  mif1        9           7
## 619   0.1162005      109.1121         0.162 start       10           7
## 620   0.1162005      109.1121         0.162  mif1       10           7
## 621   0.1162005      109.1121         0.162 start       11           7
## 622   0.1162005      109.1121         0.162  mif1       11           7
## 623   0.1162005      109.1121         0.162 start       12           7
## 624   0.1162005      109.1121         0.162  mif1       12           7
## 625   0.1162005      109.1121         0.162 start       13           7
## 626   0.1162005      109.1121         0.162  mif1       13           7
## 627   0.1162005      109.1121         0.162 start       14           7
## 628   0.1162005      109.1121         0.162  mif1       14           7
## 629   0.1162005      109.1121         0.162 start       15           7
## 630   0.1162005      109.1121         0.162  mif1       15           7
## 631   0.1162005      109.1121         0.162 start       16           7
## 632   0.1162005      109.1121         0.162  mif1       16           7
## 633   0.1162005      109.1121         0.162 start       17           7
## 634   0.1162005      109.1121         0.162  mif1       17           7
## 635   0.1162005      109.1121         0.162 start       18           7
## 636   0.1162005      109.1121         0.162  mif1       18           7
## 637   0.1162005      109.1121         0.162 start       19           7
## 638   0.1162005      109.1121         0.162  mif1       19           7
## 639   0.1162005      109.1121         0.162 start       20           7
## 640   0.1162005      109.1121         0.162  mif1       20           7
## 641   0.1162005      109.1121         0.162 start       21           7
## 642   0.1162005      109.1121         0.162  mif1       21           7
## 643   0.1162005      109.1121         0.162 start       22           7
## 644   0.1162005      109.1121         0.162  mif1       22           7
## 645   0.1162005      109.1121         0.162 start       23           7
## 646   0.1162005      109.1121         0.162  mif1       23           7
## 647   0.1162005      109.1121         0.162 start       24           7
## 648   0.1162005      109.1121         0.162  mif1       24           7
## 649   0.1162005      109.1121         0.162 start       25           7
## 650   0.1162005      109.1121         0.162  mif1       25           7
## 651   0.1162005      109.1121         0.162 start       26           7
## 652   0.1162005      109.1121         0.162  mif1       26           7
## 653   0.1162005      109.1121         0.162 start       27           7
## 654   0.1162005      109.1121         0.162  mif1       27           7
## 655   0.1162005      109.1121         0.162 start       28           7
## 656   0.1162005      109.1121         0.162  mif1       28           7
## 657   0.1162005      109.1121         0.162 start       29           7
## 658   0.1162005      109.1121         0.162  mif1       29           7
## 659   0.1162005      109.1121         0.162 start       30           7
## 660   0.1162005      109.1121         0.162  mif1       30           7
## 661   0.1162005      109.1121         0.162 start       31           7
## 662   0.1162005      109.1121         0.162  mif1       31           7
## 663   0.1162005      109.1121         0.162 start       32           7
## 664   0.1162005      109.1121         0.162  mif1       32           7
## 665   0.1162005      109.1121         0.162 start       33           7
## 666   0.1162005      109.1121         0.162  mif1       33           7
## 667   0.1162005      109.1121         0.162 start       34           7
## 668   0.1162005      109.1121         0.162  mif1       34           7
## 669   0.1162005      109.1121         0.162 start       35           7
## 670   0.1162005      109.1121         0.162  mif1       35           7
## 671   0.1162005      109.1121         0.162 start       36           7
## 672   0.1162005      109.1121         0.162  mif1       36           7
## 673   0.1162005      109.1121         0.162 start       37           7
## 674   0.1162005      109.1121         0.162  mif1       37           7
## 675   0.1162005      109.1121         0.162 start       38           7
## 676   0.1162005      109.1121         0.162  mif1       38           7
## 677   0.1162005      109.1121         0.162 start       39           7
## 678   0.1162005      109.1121         0.162  mif1       39           7
## 679   0.1162005      109.1121         0.162 start       40           7
## 680   0.1162005      109.1121         0.162  mif1       40           7
## 681   0.1162005      109.1121         0.162 start       41           7
## 682   0.1162005      109.1121         0.162  mif1       41           7
## 683   0.1162005      109.1121         0.162 start       42           7
## 684   0.1162005      109.1121         0.162  mif1       42           7
## 685   0.1162005      109.1121         0.162 start       43           7
## 686   0.1162005      109.1121         0.162  mif1       43           7
## 687   0.1162005      109.1121         0.162 start       44           7
## 688   0.1162005      109.1121         0.162  mif1       44           7
## 689   0.1162005      109.1121         0.162 start       45           7
## 690   0.1162005      109.1121         0.162  mif1       45           7
## 691   0.1162005      109.1121         0.162 start       46           7
## 692   0.1162005      109.1121         0.162  mif1       46           7
## 693   0.1162005      109.1121         0.162 start       47           7
## 694   0.1162005      109.1121         0.162  mif1       47           7
## 695   0.1162005      109.1121         0.162 start       48           7
## 696   0.1162005      109.1121         0.162  mif1       48           7
## 697   0.1162005      109.1121         0.162 start       49           7
## 698   0.1162005      109.1121         0.162  mif1       49           7
## 699   0.1162005      109.1121         0.162 start       50           7
## 700   0.1162005      109.1121         0.162  mif1       50           7
## 701   0.1162005      109.1121         0.162 start        1           8
## 702   0.1162005      109.1121         0.162  mif1        1           8
## 703   0.1162005      109.1121         0.162 start        2           8
## 704   0.1162005      109.1121         0.162  mif1        2           8
## 705   0.1162005      109.1121         0.162 start        3           8
## 706   0.1162005      109.1121         0.162  mif1        3           8
## 707   0.1162005      109.1121         0.162 start        4           8
## 708   0.1162005      109.1121         0.162  mif1        4           8
## 709   0.1162005      109.1121         0.162 start        5           8
## 710   0.1162005      109.1121         0.162  mif1        5           8
## 711   0.1162005      109.1121         0.162 start        6           8
## 712   0.1162005      109.1121         0.162  mif1        6           8
## 713   0.1162005      109.1121         0.162 start        7           8
## 714   0.1162005      109.1121         0.162  mif1        7           8
## 715   0.1162005      109.1121         0.162 start        8           8
## 716   0.1162005      109.1121         0.162  mif1        8           8
## 717   0.1162005      109.1121         0.162 start        9           8
## 718   0.1162005      109.1121         0.162  mif1        9           8
## 719   0.1162005      109.1121         0.162 start       10           8
## 720   0.1162005      109.1121         0.162  mif1       10           8
## 721   0.1162005      109.1121         0.162 start       11           8
## 722   0.1162005      109.1121         0.162  mif1       11           8
## 723   0.1162005      109.1121         0.162 start       12           8
## 724   0.1162005      109.1121         0.162  mif1       12           8
## 725   0.1162005      109.1121         0.162 start       13           8
## 726   0.1162005      109.1121         0.162  mif1       13           8
## 727   0.1162005      109.1121         0.162 start       14           8
## 728   0.1162005      109.1121         0.162  mif1       14           8
## 729   0.1162005      109.1121         0.162 start       15           8
## 730   0.1162005      109.1121         0.162  mif1       15           8
## 731   0.1162005      109.1121         0.162 start       16           8
## 732   0.1162005      109.1121         0.162  mif1       16           8
## 733   0.1162005      109.1121         0.162 start       17           8
## 734   0.1162005      109.1121         0.162  mif1       17           8
## 735   0.1162005      109.1121         0.162 start       18           8
## 736   0.1162005      109.1121         0.162  mif1       18           8
## 737   0.1162005      109.1121         0.162 start       19           8
## 738   0.1162005      109.1121         0.162  mif1       19           8
## 739   0.1162005      109.1121         0.162 start       20           8
## 740   0.1162005      109.1121         0.162  mif1       20           8
## 741   0.1162005      109.1121         0.162 start       21           8
## 742   0.1162005      109.1121         0.162  mif1       21           8
## 743   0.1162005      109.1121         0.162 start       22           8
## 744   0.1162005      109.1121         0.162  mif1       22           8
## 745   0.1162005      109.1121         0.162 start       23           8
## 746   0.1162005      109.1121         0.162  mif1       23           8
## 747   0.1162005      109.1121         0.162 start       24           8
## 748   0.1162005      109.1121         0.162  mif1       24           8
## 749   0.1162005      109.1121         0.162 start       25           8
## 750   0.1162005      109.1121         0.162  mif1       25           8
## 751   0.1162005      109.1121         0.162 start       26           8
## 752   0.1162005      109.1121         0.162  mif1       26           8
## 753   0.1162005      109.1121         0.162 start       27           8
## 754   0.1162005      109.1121         0.162  mif1       27           8
## 755   0.1162005      109.1121         0.162 start       28           8
## 756   0.1162005      109.1121         0.162  mif1       28           8
## 757   0.1162005      109.1121         0.162 start       29           8
## 758   0.1162005      109.1121         0.162  mif1       29           8
## 759   0.1162005      109.1121         0.162 start       30           8
## 760   0.1162005      109.1121         0.162  mif1       30           8
## 761   0.1162005      109.1121         0.162 start       31           8
## 762   0.1162005      109.1121         0.162  mif1       31           8
## 763   0.1162005      109.1121         0.162 start       32           8
## 764   0.1162005      109.1121         0.162  mif1       32           8
## 765   0.1162005      109.1121         0.162 start       33           8
## 766   0.1162005      109.1121         0.162  mif1       33           8
## 767   0.1162005      109.1121         0.162 start       34           8
## 768   0.1162005      109.1121         0.162  mif1       34           8
## 769   0.1162005      109.1121         0.162 start       35           8
## 770   0.1162005      109.1121         0.162  mif1       35           8
## 771   0.1162005      109.1121         0.162 start       36           8
## 772   0.1162005      109.1121         0.162  mif1       36           8
## 773   0.1162005      109.1121         0.162 start       37           8
## 774   0.1162005      109.1121         0.162  mif1       37           8
## 775   0.1162005      109.1121         0.162 start       38           8
## 776   0.1162005      109.1121         0.162  mif1       38           8
## 777   0.1162005      109.1121         0.162 start       39           8
## 778   0.1162005      109.1121         0.162  mif1       39           8
## 779   0.1162005      109.1121         0.162 start       40           8
## 780   0.1162005      109.1121         0.162  mif1       40           8
## 781   0.1162005      109.1121         0.162 start       41           8
## 782   0.1162005      109.1121         0.162  mif1       41           8
## 783   0.1162005      109.1121         0.162 start       42           8
## 784   0.1162005      109.1121         0.162  mif1       42           8
## 785   0.1162005      109.1121         0.162 start       43           8
## 786   0.1162005      109.1121         0.162  mif1       43           8
## 787   0.1162005      109.1121         0.162 start       44           8
## 788   0.1162005      109.1121         0.162  mif1       44           8
## 789   0.1162005      109.1121         0.162 start       45           8
## 790   0.1162005      109.1121         0.162  mif1       45           8
## 791   0.1162005      109.1121         0.162 start       46           8
## 792   0.1162005      109.1121         0.162  mif1       46           8
## 793   0.1162005      109.1121         0.162 start       47           8
## 794   0.1162005      109.1121         0.162  mif1       47           8
## 795   0.1162005      109.1121         0.162 start       48           8
## 796   0.1162005      109.1121         0.162  mif1       48           8
## 797   0.1162005      109.1121         0.162 start       49           8
## 798   0.1162005      109.1121         0.162  mif1       49           8
## 799   0.1162005      109.1121         0.162 start       50           8
## 800   0.1162005      109.1121         0.162  mif1       50           8
## 801   0.1162005      109.1121         0.162 start        1           9
## 802   0.1162005      109.1121         0.162  mif1        1           9
## 803   0.1162005      109.1121         0.162 start        2           9
## 804   0.1162005      109.1121         0.162  mif1        2           9
## 805   0.1162005      109.1121         0.162 start        3           9
## 806   0.1162005      109.1121         0.162  mif1        3           9
## 807   0.1162005      109.1121         0.162 start        4           9
## 808   0.1162005      109.1121         0.162  mif1        4           9
## 809   0.1162005      109.1121         0.162 start        5           9
## 810   0.1162005      109.1121         0.162  mif1        5           9
## 811   0.1162005      109.1121         0.162 start        6           9
## 812   0.1162005      109.1121         0.162  mif1        6           9
## 813   0.1162005      109.1121         0.162 start        7           9
## 814   0.1162005      109.1121         0.162  mif1        7           9
## 815   0.1162005      109.1121         0.162 start        8           9
## 816   0.1162005      109.1121         0.162  mif1        8           9
## 817   0.1162005      109.1121         0.162 start        9           9
## 818   0.1162005      109.1121         0.162  mif1        9           9
## 819   0.1162005      109.1121         0.162 start       10           9
## 820   0.1162005      109.1121         0.162  mif1       10           9
## 821   0.1162005      109.1121         0.162 start       11           9
## 822   0.1162005      109.1121         0.162  mif1       11           9
## 823   0.1162005      109.1121         0.162 start       12           9
## 824   0.1162005      109.1121         0.162  mif1       12           9
## 825   0.1162005      109.1121         0.162 start       13           9
## 826   0.1162005      109.1121         0.162  mif1       13           9
## 827   0.1162005      109.1121         0.162 start       14           9
## 828   0.1162005      109.1121         0.162  mif1       14           9
## 829   0.1162005      109.1121         0.162 start       15           9
## 830   0.1162005      109.1121         0.162  mif1       15           9
## 831   0.1162005      109.1121         0.162 start       16           9
## 832   0.1162005      109.1121         0.162  mif1       16           9
## 833   0.1162005      109.1121         0.162 start       17           9
## 834   0.1162005      109.1121         0.162  mif1       17           9
## 835   0.1162005      109.1121         0.162 start       18           9
## 836   0.1162005      109.1121         0.162  mif1       18           9
## 837   0.1162005      109.1121         0.162 start       19           9
## 838   0.1162005      109.1121         0.162  mif1       19           9
## 839   0.1162005      109.1121         0.162 start       20           9
## 840   0.1162005      109.1121         0.162  mif1       20           9
## 841   0.1162005      109.1121         0.162 start       21           9
## 842   0.1162005      109.1121         0.162  mif1       21           9
## 843   0.1162005      109.1121         0.162 start       22           9
## 844   0.1162005      109.1121         0.162  mif1       22           9
## 845   0.1162005      109.1121         0.162 start       23           9
## 846   0.1162005      109.1121         0.162  mif1       23           9
## 847   0.1162005      109.1121         0.162 start       24           9
## 848   0.1162005      109.1121         0.162  mif1       24           9
## 849   0.1162005      109.1121         0.162 start       25           9
## 850   0.1162005      109.1121         0.162  mif1       25           9
## 851   0.1162005      109.1121         0.162 start       26           9
## 852   0.1162005      109.1121         0.162  mif1       26           9
## 853   0.1162005      109.1121         0.162 start       27           9
## 854   0.1162005      109.1121         0.162  mif1       27           9
## 855   0.1162005      109.1121         0.162 start       28           9
## 856   0.1162005      109.1121         0.162  mif1       28           9
## 857   0.1162005      109.1121         0.162 start       29           9
## 858   0.1162005      109.1121         0.162  mif1       29           9
## 859   0.1162005      109.1121         0.162 start       30           9
## 860   0.1162005      109.1121         0.162  mif1       30           9
## 861   0.1162005      109.1121         0.162 start       31           9
## 862   0.1162005      109.1121         0.162  mif1       31           9
## 863   0.1162005      109.1121         0.162 start       32           9
## 864   0.1162005      109.1121         0.162  mif1       32           9
## 865   0.1162005      109.1121         0.162 start       33           9
## 866   0.1162005      109.1121         0.162  mif1       33           9
## 867   0.1162005      109.1121         0.162 start       34           9
## 868   0.1162005      109.1121         0.162  mif1       34           9
## 869   0.1162005      109.1121         0.162 start       35           9
## 870   0.1162005      109.1121         0.162  mif1       35           9
## 871   0.1162005      109.1121         0.162 start       36           9
## 872   0.1162005      109.1121         0.162  mif1       36           9
## 873   0.1162005      109.1121         0.162 start       37           9
## 874   0.1162005      109.1121         0.162  mif1       37           9
## 875   0.1162005      109.1121         0.162 start       38           9
## 876   0.1162005      109.1121         0.162  mif1       38           9
## 877   0.1162005      109.1121         0.162 start       39           9
## 878   0.1162005      109.1121         0.162  mif1       39           9
## 879   0.1162005      109.1121         0.162 start       40           9
## 880   0.1162005      109.1121         0.162  mif1       40           9
## 881   0.1162005      109.1121         0.162 start       41           9
## 882   0.1162005      109.1121         0.162  mif1       41           9
## 883   0.1162005      109.1121         0.162 start       42           9
## 884   0.1162005      109.1121         0.162  mif1       42           9
## 885   0.1162005      109.1121         0.162 start       43           9
## 886   0.1162005      109.1121         0.162  mif1       43           9
## 887   0.1162005      109.1121         0.162 start       44           9
## 888   0.1162005      109.1121         0.162  mif1       44           9
## 889   0.1162005      109.1121         0.162 start       45           9
## 890   0.1162005      109.1121         0.162  mif1       45           9
## 891   0.1162005      109.1121         0.162 start       46           9
## 892   0.1162005      109.1121         0.162  mif1       46           9
## 893   0.1162005      109.1121         0.162 start       47           9
## 894   0.1162005      109.1121         0.162  mif1       47           9
## 895   0.1162005      109.1121         0.162 start       48           9
## 896   0.1162005      109.1121         0.162  mif1       48           9
## 897   0.1162005      109.1121         0.162 start       49           9
## 898   0.1162005      109.1121         0.162  mif1       49           9
## 899   0.1162005      109.1121         0.162 start       50           9
## 900   0.1162005      109.1121         0.162  mif1       50           9
## 901   0.1162005      109.1121         0.162 start        1          10
## 902   0.1162005      109.1121         0.162  mif1        1          10
## 903   0.1162005      109.1121         0.162 start        2          10
## 904   0.1162005      109.1121         0.162  mif1        2          10
## 905   0.1162005      109.1121         0.162 start        3          10
## 906   0.1162005      109.1121         0.162  mif1        3          10
## 907   0.1162005      109.1121         0.162 start        4          10
## 908   0.1162005      109.1121         0.162  mif1        4          10
## 909   0.1162005      109.1121         0.162 start        5          10
## 910   0.1162005      109.1121         0.162  mif1        5          10
## 911   0.1162005      109.1121         0.162 start        6          10
## 912   0.1162005      109.1121         0.162  mif1        6          10
## 913   0.1162005      109.1121         0.162 start        7          10
## 914   0.1162005      109.1121         0.162  mif1        7          10
## 915   0.1162005      109.1121         0.162 start        8          10
## 916   0.1162005      109.1121         0.162  mif1        8          10
## 917   0.1162005      109.1121         0.162 start        9          10
## 918   0.1162005      109.1121         0.162  mif1        9          10
## 919   0.1162005      109.1121         0.162 start       10          10
## 920   0.1162005      109.1121         0.162  mif1       10          10
## 921   0.1162005      109.1121         0.162 start       11          10
## 922   0.1162005      109.1121         0.162  mif1       11          10
## 923   0.1162005      109.1121         0.162 start       12          10
## 924   0.1162005      109.1121         0.162  mif1       12          10
## 925   0.1162005      109.1121         0.162 start       13          10
## 926   0.1162005      109.1121         0.162  mif1       13          10
## 927   0.1162005      109.1121         0.162 start       14          10
## 928   0.1162005      109.1121         0.162  mif1       14          10
## 929   0.1162005      109.1121         0.162 start       15          10
## 930   0.1162005      109.1121         0.162  mif1       15          10
## 931   0.1162005      109.1121         0.162 start       16          10
## 932   0.1162005      109.1121         0.162  mif1       16          10
## 933   0.1162005      109.1121         0.162 start       17          10
## 934   0.1162005      109.1121         0.162  mif1       17          10
## 935   0.1162005      109.1121         0.162 start       18          10
## 936   0.1162005      109.1121         0.162  mif1       18          10
## 937   0.1162005      109.1121         0.162 start       19          10
## 938   0.1162005      109.1121         0.162  mif1       19          10
## 939   0.1162005      109.1121         0.162 start       20          10
## 940   0.1162005      109.1121         0.162  mif1       20          10
## 941   0.1162005      109.1121         0.162 start       21          10
## 942   0.1162005      109.1121         0.162  mif1       21          10
## 943   0.1162005      109.1121         0.162 start       22          10
## 944   0.1162005      109.1121         0.162  mif1       22          10
## 945   0.1162005      109.1121         0.162 start       23          10
## 946   0.1162005      109.1121         0.162  mif1       23          10
## 947   0.1162005      109.1121         0.162 start       24          10
## 948   0.1162005      109.1121         0.162  mif1       24          10
## 949   0.1162005      109.1121         0.162 start       25          10
## 950   0.1162005      109.1121         0.162  mif1       25          10
## 951   0.1162005      109.1121         0.162 start       26          10
## 952   0.1162005      109.1121         0.162  mif1       26          10
## 953   0.1162005      109.1121         0.162 start       27          10
## 954   0.1162005      109.1121         0.162  mif1       27          10
## 955   0.1162005      109.1121         0.162 start       28          10
## 956   0.1162005      109.1121         0.162  mif1       28          10
## 957   0.1162005      109.1121         0.162 start       29          10
## 958   0.1162005      109.1121         0.162  mif1       29          10
## 959   0.1162005      109.1121         0.162 start       30          10
## 960   0.1162005      109.1121         0.162  mif1       30          10
## 961   0.1162005      109.1121         0.162 start       31          10
## 962   0.1162005      109.1121         0.162  mif1       31          10
## 963   0.1162005      109.1121         0.162 start       32          10
## 964   0.1162005      109.1121         0.162  mif1       32          10
## 965   0.1162005      109.1121         0.162 start       33          10
## 966   0.1162005      109.1121         0.162  mif1       33          10
## 967   0.1162005      109.1121         0.162 start       34          10
## 968   0.1162005      109.1121         0.162  mif1       34          10
## 969   0.1162005      109.1121         0.162 start       35          10
## 970   0.1162005      109.1121         0.162  mif1       35          10
## 971   0.1162005      109.1121         0.162 start       36          10
## 972   0.1162005      109.1121         0.162  mif1       36          10
## 973   0.1162005      109.1121         0.162 start       37          10
## 974   0.1162005      109.1121         0.162  mif1       37          10
## 975   0.1162005      109.1121         0.162 start       38          10
## 976   0.1162005      109.1121         0.162  mif1       38          10
## 977   0.1162005      109.1121         0.162 start       39          10
## 978   0.1162005      109.1121         0.162  mif1       39          10
## 979   0.1162005      109.1121         0.162 start       40          10
## 980   0.1162005      109.1121         0.162  mif1       40          10
## 981   0.1162005      109.1121         0.162 start       41          10
## 982   0.1162005      109.1121         0.162  mif1       41          10
## 983   0.1162005      109.1121         0.162 start       42          10
## 984   0.1162005      109.1121         0.162  mif1       42          10
## 985   0.1162005      109.1121         0.162 start       43          10
## 986   0.1162005      109.1121         0.162  mif1       43          10
## 987   0.1162005      109.1121         0.162 start       44          10
## 988   0.1162005      109.1121         0.162  mif1       44          10
## 989   0.1162005      109.1121         0.162 start       45          10
## 990   0.1162005      109.1121         0.162  mif1       45          10
## 991   0.1162005      109.1121         0.162 start       46          10
## 992   0.1162005      109.1121         0.162  mif1       46          10
## 993   0.1162005      109.1121         0.162 start       47          10
## 994   0.1162005      109.1121         0.162  mif1       47          10
## 995   0.1162005      109.1121         0.162 start       48          10
## 996   0.1162005      109.1121         0.162  mif1       48          10
## 997   0.1162005      109.1121         0.162 start       49          10
## 998   0.1162005      109.1121         0.162  mif1       49          10
## 999   0.1162005      109.1121         0.162 start       50          10
## 1000  0.1162005      109.1121         0.162  mif1       50          10
## 1001  0.1162005      109.1121         0.162 start        1          11
## 1002  0.1162005      109.1121         0.162  mif1        1          11
## 1003  0.1162005      109.1121         0.162 start        2          11
## 1004  0.1162005      109.1121         0.162  mif1        2          11
## 1005  0.1162005      109.1121         0.162 start        3          11
## 1006  0.1162005      109.1121         0.162  mif1        3          11
## 1007  0.1162005      109.1121         0.162 start        4          11
## 1008  0.1162005      109.1121         0.162  mif1        4          11
## 1009  0.1162005      109.1121         0.162 start        5          11
## 1010  0.1162005      109.1121         0.162  mif1        5          11
## 1011  0.1162005      109.1121         0.162 start        6          11
## 1012  0.1162005      109.1121         0.162  mif1        6          11
## 1013  0.1162005      109.1121         0.162 start        7          11
## 1014  0.1162005      109.1121         0.162  mif1        7          11
## 1015  0.1162005      109.1121         0.162 start        8          11
## 1016  0.1162005      109.1121         0.162  mif1        8          11
## 1017  0.1162005      109.1121         0.162 start        9          11
## 1018  0.1162005      109.1121         0.162  mif1        9          11
## 1019  0.1162005      109.1121         0.162 start       10          11
## 1020  0.1162005      109.1121         0.162  mif1       10          11
## 1021  0.1162005      109.1121         0.162 start       11          11
## 1022  0.1162005      109.1121         0.162  mif1       11          11
## 1023  0.1162005      109.1121         0.162 start       12          11
## 1024  0.1162005      109.1121         0.162  mif1       12          11
## 1025  0.1162005      109.1121         0.162 start       13          11
## 1026  0.1162005      109.1121         0.162  mif1       13          11
## 1027  0.1162005      109.1121         0.162 start       14          11
## 1028  0.1162005      109.1121         0.162  mif1       14          11
## 1029  0.1162005      109.1121         0.162 start       15          11
## 1030  0.1162005      109.1121         0.162  mif1       15          11
## 1031  0.1162005      109.1121         0.162 start       16          11
## 1032  0.1162005      109.1121         0.162  mif1       16          11
## 1033  0.1162005      109.1121         0.162 start       17          11
## 1034  0.1162005      109.1121         0.162  mif1       17          11
## 1035  0.1162005      109.1121         0.162 start       18          11
## 1036  0.1162005      109.1121         0.162  mif1       18          11
## 1037  0.1162005      109.1121         0.162 start       19          11
## 1038  0.1162005      109.1121         0.162  mif1       19          11
## 1039  0.1162005      109.1121         0.162 start       20          11
## 1040  0.1162005      109.1121         0.162  mif1       20          11
## 1041  0.1162005      109.1121         0.162 start       21          11
## 1042  0.1162005      109.1121         0.162  mif1       21          11
## 1043  0.1162005      109.1121         0.162 start       22          11
## 1044  0.1162005      109.1121         0.162  mif1       22          11
## 1045  0.1162005      109.1121         0.162 start       23          11
## 1046  0.1162005      109.1121         0.162  mif1       23          11
## 1047  0.1162005      109.1121         0.162 start       24          11
## 1048  0.1162005      109.1121         0.162  mif1       24          11
## 1049  0.1162005      109.1121         0.162 start       25          11
## 1050  0.1162005      109.1121         0.162  mif1       25          11
## 1051  0.1162005      109.1121         0.162 start       26          11
## 1052  0.1162005      109.1121         0.162  mif1       26          11
## 1053  0.1162005      109.1121         0.162 start       27          11
## 1054  0.1162005      109.1121         0.162  mif1       27          11
## 1055  0.1162005      109.1121         0.162 start       28          11
## 1056  0.1162005      109.1121         0.162  mif1       28          11
## 1057  0.1162005      109.1121         0.162 start       29          11
## 1058  0.1162005      109.1121         0.162  mif1       29          11
## 1059  0.1162005      109.1121         0.162 start       30          11
## 1060  0.1162005      109.1121         0.162  mif1       30          11
## 1061  0.1162005      109.1121         0.162 start       31          11
## 1062  0.1162005      109.1121         0.162  mif1       31          11
## 1063  0.1162005      109.1121         0.162 start       32          11
## 1064  0.1162005      109.1121         0.162  mif1       32          11
## 1065  0.1162005      109.1121         0.162 start       33          11
## 1066  0.1162005      109.1121         0.162  mif1       33          11
## 1067  0.1162005      109.1121         0.162 start       34          11
## 1068  0.1162005      109.1121         0.162  mif1       34          11
## 1069  0.1162005      109.1121         0.162 start       35          11
## 1070  0.1162005      109.1121         0.162  mif1       35          11
## 1071  0.1162005      109.1121         0.162 start       36          11
## 1072  0.1162005      109.1121         0.162  mif1       36          11
## 1073  0.1162005      109.1121         0.162 start       37          11
## 1074  0.1162005      109.1121         0.162  mif1       37          11
## 1075  0.1162005      109.1121         0.162 start       38          11
## 1076  0.1162005      109.1121         0.162  mif1       38          11
## 1077  0.1162005      109.1121         0.162 start       39          11
## 1078  0.1162005      109.1121         0.162  mif1       39          11
## 1079  0.1162005      109.1121         0.162 start       40          11
## 1080  0.1162005      109.1121         0.162  mif1       40          11
## 1081  0.1162005      109.1121         0.162 start       41          11
## 1082  0.1162005      109.1121         0.162  mif1       41          11
## 1083  0.1162005      109.1121         0.162 start       42          11
## 1084  0.1162005      109.1121         0.162  mif1       42          11
## 1085  0.1162005      109.1121         0.162 start       43          11
## 1086  0.1162005      109.1121         0.162  mif1       43          11
## 1087  0.1162005      109.1121         0.162 start       44          11
## 1088  0.1162005      109.1121         0.162  mif1       44          11
## 1089  0.1162005      109.1121         0.162 start       45          11
## 1090  0.1162005      109.1121         0.162  mif1       45          11
## 1091  0.1162005      109.1121         0.162 start       46          11
## 1092  0.1162005      109.1121         0.162  mif1       46          11
## 1093  0.1162005      109.1121         0.162 start       47          11
## 1094  0.1162005      109.1121         0.162  mif1       47          11
## 1095  0.1162005      109.1121         0.162 start       48          11
## 1096  0.1162005      109.1121         0.162  mif1       48          11
## 1097  0.1162005      109.1121         0.162 start       49          11
## 1098  0.1162005      109.1121         0.162  mif1       49          11
## 1099  0.1162005      109.1121         0.162 start       50          11
## 1100  0.1162005      109.1121         0.162  mif1       50          11
## 1101  0.1162005      109.1121         0.162 start        1          12
## 1102  0.1162005      109.1121         0.162  mif1        1          12
## 1103  0.1162005      109.1121         0.162 start        2          12
## 1104  0.1162005      109.1121         0.162  mif1        2          12
## 1105  0.1162005      109.1121         0.162 start        3          12
## 1106  0.1162005      109.1121         0.162  mif1        3          12
## 1107  0.1162005      109.1121         0.162 start        4          12
## 1108  0.1162005      109.1121         0.162  mif1        4          12
## 1109  0.1162005      109.1121         0.162 start        5          12
## 1110  0.1162005      109.1121         0.162  mif1        5          12
## 1111  0.1162005      109.1121         0.162 start        6          12
## 1112  0.1162005      109.1121         0.162  mif1        6          12
## 1113  0.1162005      109.1121         0.162 start        7          12
## 1114  0.1162005      109.1121         0.162  mif1        7          12
## 1115  0.1162005      109.1121         0.162 start        8          12
## 1116  0.1162005      109.1121         0.162  mif1        8          12
## 1117  0.1162005      109.1121         0.162 start        9          12
## 1118  0.1162005      109.1121         0.162  mif1        9          12
## 1119  0.1162005      109.1121         0.162 start       10          12
## 1120  0.1162005      109.1121         0.162  mif1       10          12
## 1121  0.1162005      109.1121         0.162 start       11          12
## 1122  0.1162005      109.1121         0.162  mif1       11          12
## 1123  0.1162005      109.1121         0.162 start       12          12
## 1124  0.1162005      109.1121         0.162  mif1       12          12
## 1125  0.1162005      109.1121         0.162 start       13          12
## 1126  0.1162005      109.1121         0.162  mif1       13          12
## 1127  0.1162005      109.1121         0.162 start       14          12
## 1128  0.1162005      109.1121         0.162  mif1       14          12
## 1129  0.1162005      109.1121         0.162 start       15          12
## 1130  0.1162005      109.1121         0.162  mif1       15          12
## 1131  0.1162005      109.1121         0.162 start       16          12
## 1132  0.1162005      109.1121         0.162  mif1       16          12
## 1133  0.1162005      109.1121         0.162 start       17          12
## 1134  0.1162005      109.1121         0.162  mif1       17          12
## 1135  0.1162005      109.1121         0.162 start       18          12
## 1136  0.1162005      109.1121         0.162  mif1       18          12
## 1137  0.1162005      109.1121         0.162 start       19          12
## 1138  0.1162005      109.1121         0.162  mif1       19          12
## 1139  0.1162005      109.1121         0.162 start       20          12
## 1140  0.1162005      109.1121         0.162  mif1       20          12
## 1141  0.1162005      109.1121         0.162 start       21          12
## 1142  0.1162005      109.1121         0.162  mif1       21          12
## 1143  0.1162005      109.1121         0.162 start       22          12
## 1144  0.1162005      109.1121         0.162  mif1       22          12
## 1145  0.1162005      109.1121         0.162 start       23          12
## 1146  0.1162005      109.1121         0.162  mif1       23          12
## 1147  0.1162005      109.1121         0.162 start       24          12
## 1148  0.1162005      109.1121         0.162  mif1       24          12
## 1149  0.1162005      109.1121         0.162 start       25          12
## 1150  0.1162005      109.1121         0.162  mif1       25          12
## 1151  0.1162005      109.1121         0.162 start       26          12
## 1152  0.1162005      109.1121         0.162  mif1       26          12
## 1153  0.1162005      109.1121         0.162 start       27          12
## 1154  0.1162005      109.1121         0.162  mif1       27          12
## 1155  0.1162005      109.1121         0.162 start       28          12
## 1156  0.1162005      109.1121         0.162  mif1       28          12
## 1157  0.1162005      109.1121         0.162 start       29          12
## 1158  0.1162005      109.1121         0.162  mif1       29          12
## 1159  0.1162005      109.1121         0.162 start       30          12
## 1160  0.1162005      109.1121         0.162  mif1       30          12
## 1161  0.1162005      109.1121         0.162 start       31          12
## 1162  0.1162005      109.1121         0.162  mif1       31          12
## 1163  0.1162005      109.1121         0.162 start       32          12
## 1164  0.1162005      109.1121         0.162  mif1       32          12
## 1165  0.1162005      109.1121         0.162 start       33          12
## 1166  0.1162005      109.1121         0.162  mif1       33          12
## 1167  0.1162005      109.1121         0.162 start       34          12
## 1168  0.1162005      109.1121         0.162  mif1       34          12
## 1169  0.1162005      109.1121         0.162 start       35          12
## 1170  0.1162005      109.1121         0.162  mif1       35          12
## 1171  0.1162005      109.1121         0.162 start       36          12
## 1172  0.1162005      109.1121         0.162  mif1       36          12
## 1173  0.1162005      109.1121         0.162 start       37          12
## 1174  0.1162005      109.1121         0.162  mif1       37          12
## 1175  0.1162005      109.1121         0.162 start       38          12
## 1176  0.1162005      109.1121         0.162  mif1       38          12
## 1177  0.1162005      109.1121         0.162 start       39          12
## 1178  0.1162005      109.1121         0.162  mif1       39          12
## 1179  0.1162005      109.1121         0.162 start       40          12
## 1180  0.1162005      109.1121         0.162  mif1       40          12
## 1181  0.1162005      109.1121         0.162 start       41          12
## 1182  0.1162005      109.1121         0.162  mif1       41          12
## 1183  0.1162005      109.1121         0.162 start       42          12
## 1184  0.1162005      109.1121         0.162  mif1       42          12
## 1185  0.1162005      109.1121         0.162 start       43          12
## 1186  0.1162005      109.1121         0.162  mif1       43          12
## 1187  0.1162005      109.1121         0.162 start       44          12
## 1188  0.1162005      109.1121         0.162  mif1       44          12
## 1189  0.1162005      109.1121         0.162 start       45          12
## 1190  0.1162005      109.1121         0.162  mif1       45          12
## 1191  0.1162005      109.1121         0.162 start       46          12
## 1192  0.1162005      109.1121         0.162  mif1       46          12
## 1193  0.1162005      109.1121         0.162 start       47          12
## 1194  0.1162005      109.1121         0.162  mif1       47          12
## 1195  0.1162005      109.1121         0.162 start       48          12
## 1196  0.1162005      109.1121         0.162  mif1       48          12
## 1197  0.1162005      109.1121         0.162 start       49          12
## 1198  0.1162005      109.1121         0.162  mif1       49          12
## 1199  0.1162005      109.1121         0.162 start       50          12
## 1200  0.1162005      109.1121         0.162  mif1       50          12
## 1201  0.1162005      109.1121         0.162 start        1          13
## 1202  0.1162005      109.1121         0.162  mif1        1          13
## 1203  0.1162005      109.1121         0.162 start        2          13
## 1204  0.1162005      109.1121         0.162  mif1        2          13
## 1205  0.1162005      109.1121         0.162 start        3          13
## 1206  0.1162005      109.1121         0.162  mif1        3          13
## 1207  0.1162005      109.1121         0.162 start        4          13
## 1208  0.1162005      109.1121         0.162  mif1        4          13
## 1209  0.1162005      109.1121         0.162 start        5          13
## 1210  0.1162005      109.1121         0.162  mif1        5          13
## 1211  0.1162005      109.1121         0.162 start        6          13
## 1212  0.1162005      109.1121         0.162  mif1        6          13
## 1213  0.1162005      109.1121         0.162 start        7          13
## 1214  0.1162005      109.1121         0.162  mif1        7          13
## 1215  0.1162005      109.1121         0.162 start        8          13
## 1216  0.1162005      109.1121         0.162  mif1        8          13
## 1217  0.1162005      109.1121         0.162 start        9          13
## 1218  0.1162005      109.1121         0.162  mif1        9          13
## 1219  0.1162005      109.1121         0.162 start       10          13
## 1220  0.1162005      109.1121         0.162  mif1       10          13
## 1221  0.1162005      109.1121         0.162 start       11          13
## 1222  0.1162005      109.1121         0.162  mif1       11          13
## 1223  0.1162005      109.1121         0.162 start       12          13
## 1224  0.1162005      109.1121         0.162  mif1       12          13
## 1225  0.1162005      109.1121         0.162 start       13          13
## 1226  0.1162005      109.1121         0.162  mif1       13          13
## 1227  0.1162005      109.1121         0.162 start       14          13
## 1228  0.1162005      109.1121         0.162  mif1       14          13
## 1229  0.1162005      109.1121         0.162 start       15          13
## 1230  0.1162005      109.1121         0.162  mif1       15          13
## 1231  0.1162005      109.1121         0.162 start       16          13
## 1232  0.1162005      109.1121         0.162  mif1       16          13
## 1233  0.1162005      109.1121         0.162 start       17          13
## 1234  0.1162005      109.1121         0.162  mif1       17          13
## 1235  0.1162005      109.1121         0.162 start       18          13
## 1236  0.1162005      109.1121         0.162  mif1       18          13
## 1237  0.1162005      109.1121         0.162 start       19          13
## 1238  0.1162005      109.1121         0.162  mif1       19          13
## 1239  0.1162005      109.1121         0.162 start       20          13
## 1240  0.1162005      109.1121         0.162  mif1       20          13
## 1241  0.1162005      109.1121         0.162 start       21          13
## 1242  0.1162005      109.1121         0.162  mif1       21          13
## 1243  0.1162005      109.1121         0.162 start       22          13
## 1244  0.1162005      109.1121         0.162  mif1       22          13
## 1245  0.1162005      109.1121         0.162 start       23          13
## 1246  0.1162005      109.1121         0.162  mif1       23          13
## 1247  0.1162005      109.1121         0.162 start       24          13
## 1248  0.1162005      109.1121         0.162  mif1       24          13
## 1249  0.1162005      109.1121         0.162 start       25          13
## 1250  0.1162005      109.1121         0.162  mif1       25          13
## 1251  0.1162005      109.1121         0.162 start       26          13
## 1252  0.1162005      109.1121         0.162  mif1       26          13
## 1253  0.1162005      109.1121         0.162 start       27          13
## 1254  0.1162005      109.1121         0.162  mif1       27          13
## 1255  0.1162005      109.1121         0.162 start       28          13
## 1256  0.1162005      109.1121         0.162  mif1       28          13
## 1257  0.1162005      109.1121         0.162 start       29          13
## 1258  0.1162005      109.1121         0.162  mif1       29          13
## 1259  0.1162005      109.1121         0.162 start       30          13
## 1260  0.1162005      109.1121         0.162  mif1       30          13
## 1261  0.1162005      109.1121         0.162 start       31          13
## 1262  0.1162005      109.1121         0.162  mif1       31          13
## 1263  0.1162005      109.1121         0.162 start       32          13
## 1264  0.1162005      109.1121         0.162  mif1       32          13
## 1265  0.1162005      109.1121         0.162 start       33          13
## 1266  0.1162005      109.1121         0.162  mif1       33          13
## 1267  0.1162005      109.1121         0.162 start       34          13
## 1268  0.1162005      109.1121         0.162  mif1       34          13
## 1269  0.1162005      109.1121         0.162 start       35          13
## 1270  0.1162005      109.1121         0.162  mif1       35          13
## 1271  0.1162005      109.1121         0.162 start       36          13
## 1272  0.1162005      109.1121         0.162  mif1       36          13
## 1273  0.1162005      109.1121         0.162 start       37          13
## 1274  0.1162005      109.1121         0.162  mif1       37          13
## 1275  0.1162005      109.1121         0.162 start       38          13
## 1276  0.1162005      109.1121         0.162  mif1       38          13
## 1277  0.1162005      109.1121         0.162 start       39          13
## 1278  0.1162005      109.1121         0.162  mif1       39          13
## 1279  0.1162005      109.1121         0.162 start       40          13
## 1280  0.1162005      109.1121         0.162  mif1       40          13
## 1281  0.1162005      109.1121         0.162 start       41          13
## 1282  0.1162005      109.1121         0.162  mif1       41          13
## 1283  0.1162005      109.1121         0.162 start       42          13
## 1284  0.1162005      109.1121         0.162  mif1       42          13
## 1285  0.1162005      109.1121         0.162 start       43          13
## 1286  0.1162005      109.1121         0.162  mif1       43          13
## 1287  0.1162005      109.1121         0.162 start       44          13
## 1288  0.1162005      109.1121         0.162  mif1       44          13
## 1289  0.1162005      109.1121         0.162 start       45          13
## 1290  0.1162005      109.1121         0.162  mif1       45          13
## 1291  0.1162005      109.1121         0.162 start       46          13
## 1292  0.1162005      109.1121         0.162  mif1       46          13
## 1293  0.1162005      109.1121         0.162 start       47          13
## 1294  0.1162005      109.1121         0.162  mif1       47          13
## 1295  0.1162005      109.1121         0.162 start       48          13
## 1296  0.1162005      109.1121         0.162  mif1       48          13
## 1297  0.1162005      109.1121         0.162 start       49          13
## 1298  0.1162005      109.1121         0.162  mif1       49          13
## 1299  0.1162005      109.1121         0.162 start       50          13
## 1300  0.1162005      109.1121         0.162  mif1       50          13
## 1301  0.1162005      109.1121         0.162 start        1          14
## 1302  0.1162005      109.1121         0.162  mif1        1          14
## 1303  0.1162005      109.1121         0.162 start        2          14
## 1304  0.1162005      109.1121         0.162  mif1        2          14
## 1305  0.1162005      109.1121         0.162 start        3          14
## 1306  0.1162005      109.1121         0.162  mif1        3          14
## 1307  0.1162005      109.1121         0.162 start        4          14
## 1308  0.1162005      109.1121         0.162  mif1        4          14
## 1309  0.1162005      109.1121         0.162 start        5          14
## 1310  0.1162005      109.1121         0.162  mif1        5          14
## 1311  0.1162005      109.1121         0.162 start        6          14
## 1312  0.1162005      109.1121         0.162  mif1        6          14
## 1313  0.1162005      109.1121         0.162 start        7          14
## 1314  0.1162005      109.1121         0.162  mif1        7          14
## 1315  0.1162005      109.1121         0.162 start        8          14
## 1316  0.1162005      109.1121         0.162  mif1        8          14
## 1317  0.1162005      109.1121         0.162 start        9          14
## 1318  0.1162005      109.1121         0.162  mif1        9          14
## 1319  0.1162005      109.1121         0.162 start       10          14
## 1320  0.1162005      109.1121         0.162  mif1       10          14
## 1321  0.1162005      109.1121         0.162 start       11          14
## 1322  0.1162005      109.1121         0.162  mif1       11          14
## 1323  0.1162005      109.1121         0.162 start       12          14
## 1324  0.1162005      109.1121         0.162  mif1       12          14
## 1325  0.1162005      109.1121         0.162 start       13          14
## 1326  0.1162005      109.1121         0.162  mif1       13          14
## 1327  0.1162005      109.1121         0.162 start       14          14
## 1328  0.1162005      109.1121         0.162  mif1       14          14
## 1329  0.1162005      109.1121         0.162 start       15          14
## 1330  0.1162005      109.1121         0.162  mif1       15          14
## 1331  0.1162005      109.1121         0.162 start       16          14
## 1332  0.1162005      109.1121         0.162  mif1       16          14
## 1333  0.1162005      109.1121         0.162 start       17          14
## 1334  0.1162005      109.1121         0.162  mif1       17          14
## 1335  0.1162005      109.1121         0.162 start       18          14
## 1336  0.1162005      109.1121         0.162  mif1       18          14
## 1337  0.1162005      109.1121         0.162 start       19          14
## 1338  0.1162005      109.1121         0.162  mif1       19          14
## 1339  0.1162005      109.1121         0.162 start       20          14
## 1340  0.1162005      109.1121         0.162  mif1       20          14
## 1341  0.1162005      109.1121         0.162 start       21          14
## 1342  0.1162005      109.1121         0.162  mif1       21          14
## 1343  0.1162005      109.1121         0.162 start       22          14
## 1344  0.1162005      109.1121         0.162  mif1       22          14
## 1345  0.1162005      109.1121         0.162 start       23          14
## 1346  0.1162005      109.1121         0.162  mif1       23          14
## 1347  0.1162005      109.1121         0.162 start       24          14
## 1348  0.1162005      109.1121         0.162  mif1       24          14
## 1349  0.1162005      109.1121         0.162 start       25          14
## 1350  0.1162005      109.1121         0.162  mif1       25          14
## 1351  0.1162005      109.1121         0.162 start       26          14
## 1352  0.1162005      109.1121         0.162  mif1       26          14
## 1353  0.1162005      109.1121         0.162 start       27          14
## 1354  0.1162005      109.1121         0.162  mif1       27          14
## 1355  0.1162005      109.1121         0.162 start       28          14
## 1356  0.1162005      109.1121         0.162  mif1       28          14
## 1357  0.1162005      109.1121         0.162 start       29          14
## 1358  0.1162005      109.1121         0.162  mif1       29          14
## 1359  0.1162005      109.1121         0.162 start       30          14
## 1360  0.1162005      109.1121         0.162  mif1       30          14
## 1361  0.1162005      109.1121         0.162 start       31          14
## 1362  0.1162005      109.1121         0.162  mif1       31          14
## 1363  0.1162005      109.1121         0.162 start       32          14
## 1364  0.1162005      109.1121         0.162  mif1       32          14
## 1365  0.1162005      109.1121         0.162 start       33          14
## 1366  0.1162005      109.1121         0.162  mif1       33          14
## 1367  0.1162005      109.1121         0.162 start       34          14
## 1368  0.1162005      109.1121         0.162  mif1       34          14
## 1369  0.1162005      109.1121         0.162 start       35          14
## 1370  0.1162005      109.1121         0.162  mif1       35          14
## 1371  0.1162005      109.1121         0.162 start       36          14
## 1372  0.1162005      109.1121         0.162  mif1       36          14
## 1373  0.1162005      109.1121         0.162 start       37          14
## 1374  0.1162005      109.1121         0.162  mif1       37          14
## 1375  0.1162005      109.1121         0.162 start       38          14
## 1376  0.1162005      109.1121         0.162  mif1       38          14
## 1377  0.1162005      109.1121         0.162 start       39          14
## 1378  0.1162005      109.1121         0.162  mif1       39          14
## 1379  0.1162005      109.1121         0.162 start       40          14
## 1380  0.1162005      109.1121         0.162  mif1       40          14
## 1381  0.1162005      109.1121         0.162 start       41          14
## 1382  0.1162005      109.1121         0.162  mif1       41          14
## 1383  0.1162005      109.1121         0.162 start       42          14
## 1384  0.1162005      109.1121         0.162  mif1       42          14
## 1385  0.1162005      109.1121         0.162 start       43          14
## 1386  0.1162005      109.1121         0.162  mif1       43          14
## 1387  0.1162005      109.1121         0.162 start       44          14
## 1388  0.1162005      109.1121         0.162  mif1       44          14
## 1389  0.1162005      109.1121         0.162 start       45          14
## 1390  0.1162005      109.1121         0.162  mif1       45          14
## 1391  0.1162005      109.1121         0.162 start       46          14
## 1392  0.1162005      109.1121         0.162  mif1       46          14
## 1393  0.1162005      109.1121         0.162 start       47          14
## 1394  0.1162005      109.1121         0.162  mif1       47          14
## 1395  0.1162005      109.1121         0.162 start       48          14
## 1396  0.1162005      109.1121         0.162  mif1       48          14
## 1397  0.1162005      109.1121         0.162 start       49          14
## 1398  0.1162005      109.1121         0.162  mif1       49          14
## 1399  0.1162005      109.1121         0.162 start       50          14
## 1400  0.1162005      109.1121         0.162  mif1       50          14
## 1401  0.1162005      109.1121         0.162 start        1          15
## 1402  0.1162005      109.1121         0.162  mif1        1          15
## 1403  0.1162005      109.1121         0.162 start        2          15
## 1404  0.1162005      109.1121         0.162  mif1        2          15
## 1405  0.1162005      109.1121         0.162 start        3          15
## 1406  0.1162005      109.1121         0.162  mif1        3          15
## 1407  0.1162005      109.1121         0.162 start        4          15
## 1408  0.1162005      109.1121         0.162  mif1        4          15
## 1409  0.1162005      109.1121         0.162 start        5          15
## 1410  0.1162005      109.1121         0.162  mif1        5          15
## 1411  0.1162005      109.1121         0.162 start        6          15
## 1412  0.1162005      109.1121         0.162  mif1        6          15
## 1413  0.1162005      109.1121         0.162 start        7          15
## 1414  0.1162005      109.1121         0.162  mif1        7          15
## 1415  0.1162005      109.1121         0.162 start        8          15
## 1416  0.1162005      109.1121         0.162  mif1        8          15
## 1417  0.1162005      109.1121         0.162 start        9          15
## 1418  0.1162005      109.1121         0.162  mif1        9          15
## 1419  0.1162005      109.1121         0.162 start       10          15
## 1420  0.1162005      109.1121         0.162  mif1       10          15
## 1421  0.1162005      109.1121         0.162 start       11          15
## 1422  0.1162005      109.1121         0.162  mif1       11          15
## 1423  0.1162005      109.1121         0.162 start       12          15
## 1424  0.1162005      109.1121         0.162  mif1       12          15
## 1425  0.1162005      109.1121         0.162 start       13          15
## 1426  0.1162005      109.1121         0.162  mif1       13          15
## 1427  0.1162005      109.1121         0.162 start       14          15
## 1428  0.1162005      109.1121         0.162  mif1       14          15
## 1429  0.1162005      109.1121         0.162 start       15          15
## 1430  0.1162005      109.1121         0.162  mif1       15          15
## 1431  0.1162005      109.1121         0.162 start       16          15
## 1432  0.1162005      109.1121         0.162  mif1       16          15
## 1433  0.1162005      109.1121         0.162 start       17          15
## 1434  0.1162005      109.1121         0.162  mif1       17          15
## 1435  0.1162005      109.1121         0.162 start       18          15
## 1436  0.1162005      109.1121         0.162  mif1       18          15
## 1437  0.1162005      109.1121         0.162 start       19          15
## 1438  0.1162005      109.1121         0.162  mif1       19          15
## 1439  0.1162005      109.1121         0.162 start       20          15
## 1440  0.1162005      109.1121         0.162  mif1       20          15
## 1441  0.1162005      109.1121         0.162 start       21          15
## 1442  0.1162005      109.1121         0.162  mif1       21          15
## 1443  0.1162005      109.1121         0.162 start       22          15
## 1444  0.1162005      109.1121         0.162  mif1       22          15
## 1445  0.1162005      109.1121         0.162 start       23          15
## 1446  0.1162005      109.1121         0.162  mif1       23          15
## 1447  0.1162005      109.1121         0.162 start       24          15
## 1448  0.1162005      109.1121         0.162  mif1       24          15
## 1449  0.1162005      109.1121         0.162 start       25          15
## 1450  0.1162005      109.1121         0.162  mif1       25          15
## 1451  0.1162005      109.1121         0.162 start       26          15
## 1452  0.1162005      109.1121         0.162  mif1       26          15
## 1453  0.1162005      109.1121         0.162 start       27          15
## 1454  0.1162005      109.1121         0.162  mif1       27          15
## 1455  0.1162005      109.1121         0.162 start       28          15
## 1456  0.1162005      109.1121         0.162  mif1       28          15
## 1457  0.1162005      109.1121         0.162 start       29          15
## 1458  0.1162005      109.1121         0.162  mif1       29          15
## 1459  0.1162005      109.1121         0.162 start       30          15
## 1460  0.1162005      109.1121         0.162  mif1       30          15
## 1461  0.1162005      109.1121         0.162 start       31          15
## 1462  0.1162005      109.1121         0.162  mif1       31          15
## 1463  0.1162005      109.1121         0.162 start       32          15
## 1464  0.1162005      109.1121         0.162  mif1       32          15
## 1465  0.1162005      109.1121         0.162 start       33          15
## 1466  0.1162005      109.1121         0.162  mif1       33          15
## 1467  0.1162005      109.1121         0.162 start       34          15
## 1468  0.1162005      109.1121         0.162  mif1       34          15
## 1469  0.1162005      109.1121         0.162 start       35          15
## 1470  0.1162005      109.1121         0.162  mif1       35          15
## 1471  0.1162005      109.1121         0.162 start       36          15
## 1472  0.1162005      109.1121         0.162  mif1       36          15
## 1473  0.1162005      109.1121         0.162 start       37          15
## 1474  0.1162005      109.1121         0.162  mif1       37          15
## 1475  0.1162005      109.1121         0.162 start       38          15
## 1476  0.1162005      109.1121         0.162  mif1       38          15
## 1477  0.1162005      109.1121         0.162 start       39          15
## 1478  0.1162005      109.1121         0.162  mif1       39          15
## 1479  0.1162005      109.1121         0.162 start       40          15
## 1480  0.1162005      109.1121         0.162  mif1       40          15
## 1481  0.1162005      109.1121         0.162 start       41          15
## 1482  0.1162005      109.1121         0.162  mif1       41          15
## 1483  0.1162005      109.1121         0.162 start       42          15
## 1484  0.1162005      109.1121         0.162  mif1       42          15
## 1485  0.1162005      109.1121         0.162 start       43          15
## 1486  0.1162005      109.1121         0.162  mif1       43          15
## 1487  0.1162005      109.1121         0.162 start       44          15
## 1488  0.1162005      109.1121         0.162  mif1       44          15
## 1489  0.1162005      109.1121         0.162 start       45          15
## 1490  0.1162005      109.1121         0.162  mif1       45          15
## 1491  0.1162005      109.1121         0.162 start       46          15
## 1492  0.1162005      109.1121         0.162  mif1       46          15
## 1493  0.1162005      109.1121         0.162 start       47          15
## 1494  0.1162005      109.1121         0.162  mif1       47          15
## 1495  0.1162005      109.1121         0.162 start       48          15
## 1496  0.1162005      109.1121         0.162  mif1       48          15
## 1497  0.1162005      109.1121         0.162 start       49          15
## 1498  0.1162005      109.1121         0.162  mif1       49          15
## 1499  0.1162005      109.1121         0.162 start       50          15
## 1500  0.1162005      109.1121         0.162  mif1       50          15
## 1501  0.1162005      109.1121         0.162 start        1          16
## 1502  0.1162005      109.1121         0.162  mif1        1          16
## 1503  0.1162005      109.1121         0.162 start        2          16
## 1504  0.1162005      109.1121         0.162  mif1        2          16
## 1505  0.1162005      109.1121         0.162 start        3          16
## 1506  0.1162005      109.1121         0.162  mif1        3          16
## 1507  0.1162005      109.1121         0.162 start        4          16
## 1508  0.1162005      109.1121         0.162  mif1        4          16
## 1509  0.1162005      109.1121         0.162 start        5          16
## 1510  0.1162005      109.1121         0.162  mif1        5          16
## 1511  0.1162005      109.1121         0.162 start        6          16
## 1512  0.1162005      109.1121         0.162  mif1        6          16
## 1513  0.1162005      109.1121         0.162 start        7          16
## 1514  0.1162005      109.1121         0.162  mif1        7          16
## 1515  0.1162005      109.1121         0.162 start        8          16
## 1516  0.1162005      109.1121         0.162  mif1        8          16
## 1517  0.1162005      109.1121         0.162 start        9          16
## 1518  0.1162005      109.1121         0.162  mif1        9          16
## 1519  0.1162005      109.1121         0.162 start       10          16
## 1520  0.1162005      109.1121         0.162  mif1       10          16
## 1521  0.1162005      109.1121         0.162 start       11          16
## 1522  0.1162005      109.1121         0.162  mif1       11          16
## 1523  0.1162005      109.1121         0.162 start       12          16
## 1524  0.1162005      109.1121         0.162  mif1       12          16
## 1525  0.1162005      109.1121         0.162 start       13          16
## 1526  0.1162005      109.1121         0.162  mif1       13          16
## 1527  0.1162005      109.1121         0.162 start       14          16
## 1528  0.1162005      109.1121         0.162  mif1       14          16
## 1529  0.1162005      109.1121         0.162 start       15          16
## 1530  0.1162005      109.1121         0.162  mif1       15          16
## 1531  0.1162005      109.1121         0.162 start       16          16
## 1532  0.1162005      109.1121         0.162  mif1       16          16
## 1533  0.1162005      109.1121         0.162 start       17          16
## 1534  0.1162005      109.1121         0.162  mif1       17          16
## 1535  0.1162005      109.1121         0.162 start       18          16
## 1536  0.1162005      109.1121         0.162  mif1       18          16
## 1537  0.1162005      109.1121         0.162 start       19          16
## 1538  0.1162005      109.1121         0.162  mif1       19          16
## 1539  0.1162005      109.1121         0.162 start       20          16
## 1540  0.1162005      109.1121         0.162  mif1       20          16
## 1541  0.1162005      109.1121         0.162 start       21          16
## 1542  0.1162005      109.1121         0.162  mif1       21          16
## 1543  0.1162005      109.1121         0.162 start       22          16
## 1544  0.1162005      109.1121         0.162  mif1       22          16
## 1545  0.1162005      109.1121         0.162 start       23          16
## 1546  0.1162005      109.1121         0.162  mif1       23          16
## 1547  0.1162005      109.1121         0.162 start       24          16
## 1548  0.1162005      109.1121         0.162  mif1       24          16
## 1549  0.1162005      109.1121         0.162 start       25          16
## 1550  0.1162005      109.1121         0.162  mif1       25          16
## 1551  0.1162005      109.1121         0.162 start       26          16
## 1552  0.1162005      109.1121         0.162  mif1       26          16
## 1553  0.1162005      109.1121         0.162 start       27          16
## 1554  0.1162005      109.1121         0.162  mif1       27          16
## 1555  0.1162005      109.1121         0.162 start       28          16
## 1556  0.1162005      109.1121         0.162  mif1       28          16
## 1557  0.1162005      109.1121         0.162 start       29          16
## 1558  0.1162005      109.1121         0.162  mif1       29          16
## 1559  0.1162005      109.1121         0.162 start       30          16
## 1560  0.1162005      109.1121         0.162  mif1       30          16
## 1561  0.1162005      109.1121         0.162 start       31          16
## 1562  0.1162005      109.1121         0.162  mif1       31          16
## 1563  0.1162005      109.1121         0.162 start       32          16
## 1564  0.1162005      109.1121         0.162  mif1       32          16
## 1565  0.1162005      109.1121         0.162 start       33          16
## 1566  0.1162005      109.1121         0.162  mif1       33          16
## 1567  0.1162005      109.1121         0.162 start       34          16
## 1568  0.1162005      109.1121         0.162  mif1       34          16
## 1569  0.1162005      109.1121         0.162 start       35          16
## 1570  0.1162005      109.1121         0.162  mif1       35          16
## 1571  0.1162005      109.1121         0.162 start       36          16
## 1572  0.1162005      109.1121         0.162  mif1       36          16
## 1573  0.1162005      109.1121         0.162 start       37          16
## 1574  0.1162005      109.1121         0.162  mif1       37          16
## 1575  0.1162005      109.1121         0.162 start       38          16
## 1576  0.1162005      109.1121         0.162  mif1       38          16
## 1577  0.1162005      109.1121         0.162 start       39          16
## 1578  0.1162005      109.1121         0.162  mif1       39          16
## 1579  0.1162005      109.1121         0.162 start       40          16
## 1580  0.1162005      109.1121         0.162  mif1       40          16
## 1581  0.1162005      109.1121         0.162 start       41          16
## 1582  0.1162005      109.1121         0.162  mif1       41          16
## 1583  0.1162005      109.1121         0.162 start       42          16
## 1584  0.1162005      109.1121         0.162  mif1       42          16
## 1585  0.1162005      109.1121         0.162 start       43          16
## 1586  0.1162005      109.1121         0.162  mif1       43          16
## 1587  0.1162005      109.1121         0.162 start       44          16
## 1588  0.1162005      109.1121         0.162  mif1       44          16
## 1589  0.1162005      109.1121         0.162 start       45          16
## 1590  0.1162005      109.1121         0.162  mif1       45          16
## 1591  0.1162005      109.1121         0.162 start       46          16
## 1592  0.1162005      109.1121         0.162  mif1       46          16
## 1593  0.1162005      109.1121         0.162 start       47          16
## 1594  0.1162005      109.1121         0.162  mif1       47          16
## 1595  0.1162005      109.1121         0.162 start       48          16
## 1596  0.1162005      109.1121         0.162  mif1       48          16
## 1597  0.1162005      109.1121         0.162 start       49          16
## 1598  0.1162005      109.1121         0.162  mif1       49          16
## 1599  0.1162005      109.1121         0.162 start       50          16
## 1600  0.1162005      109.1121         0.162  mif1       50          16
## 1601  0.1162005      109.1121         0.162 start        1          17
## 1602  0.1162005      109.1121         0.162  mif1        1          17
## 1603  0.1162005      109.1121         0.162 start        2          17
## 1604  0.1162005      109.1121         0.162  mif1        2          17
## 1605  0.1162005      109.1121         0.162 start        3          17
## 1606  0.1162005      109.1121         0.162  mif1        3          17
## 1607  0.1162005      109.1121         0.162 start        4          17
## 1608  0.1162005      109.1121         0.162  mif1        4          17
## 1609  0.1162005      109.1121         0.162 start        5          17
## 1610  0.1162005      109.1121         0.162  mif1        5          17
## 1611  0.1162005      109.1121         0.162 start        6          17
## 1612  0.1162005      109.1121         0.162  mif1        6          17
## 1613  0.1162005      109.1121         0.162 start        7          17
## 1614  0.1162005      109.1121         0.162  mif1        7          17
## 1615  0.1162005      109.1121         0.162 start        8          17
## 1616  0.1162005      109.1121         0.162  mif1        8          17
## 1617  0.1162005      109.1121         0.162 start        9          17
## 1618  0.1162005      109.1121         0.162  mif1        9          17
## 1619  0.1162005      109.1121         0.162 start       10          17
## 1620  0.1162005      109.1121         0.162  mif1       10          17
## 1621  0.1162005      109.1121         0.162 start       11          17
## 1622  0.1162005      109.1121         0.162  mif1       11          17
## 1623  0.1162005      109.1121         0.162 start       12          17
## 1624  0.1162005      109.1121         0.162  mif1       12          17
## 1625  0.1162005      109.1121         0.162 start       13          17
## 1626  0.1162005      109.1121         0.162  mif1       13          17
## 1627  0.1162005      109.1121         0.162 start       14          17
## 1628  0.1162005      109.1121         0.162  mif1       14          17
## 1629  0.1162005      109.1121         0.162 start       15          17
## 1630  0.1162005      109.1121         0.162  mif1       15          17
## 1631  0.1162005      109.1121         0.162 start       16          17
## 1632  0.1162005      109.1121         0.162  mif1       16          17
## 1633  0.1162005      109.1121         0.162 start       17          17
## 1634  0.1162005      109.1121         0.162  mif1       17          17
## 1635  0.1162005      109.1121         0.162 start       18          17
## 1636  0.1162005      109.1121         0.162  mif1       18          17
## 1637  0.1162005      109.1121         0.162 start       19          17
## 1638  0.1162005      109.1121         0.162  mif1       19          17
## 1639  0.1162005      109.1121         0.162 start       20          17
## 1640  0.1162005      109.1121         0.162  mif1       20          17
## 1641  0.1162005      109.1121         0.162 start       21          17
## 1642  0.1162005      109.1121         0.162  mif1       21          17
## 1643  0.1162005      109.1121         0.162 start       22          17
## 1644  0.1162005      109.1121         0.162  mif1       22          17
## 1645  0.1162005      109.1121         0.162 start       23          17
## 1646  0.1162005      109.1121         0.162  mif1       23          17
## 1647  0.1162005      109.1121         0.162 start       24          17
## 1648  0.1162005      109.1121         0.162  mif1       24          17
## 1649  0.1162005      109.1121         0.162 start       25          17
## 1650  0.1162005      109.1121         0.162  mif1       25          17
## 1651  0.1162005      109.1121         0.162 start       26          17
## 1652  0.1162005      109.1121         0.162  mif1       26          17
## 1653  0.1162005      109.1121         0.162 start       27          17
## 1654  0.1162005      109.1121         0.162  mif1       27          17
## 1655  0.1162005      109.1121         0.162 start       28          17
## 1656  0.1162005      109.1121         0.162  mif1       28          17
## 1657  0.1162005      109.1121         0.162 start       29          17
## 1658  0.1162005      109.1121         0.162  mif1       29          17
## 1659  0.1162005      109.1121         0.162 start       30          17
## 1660  0.1162005      109.1121         0.162  mif1       30          17
## 1661  0.1162005      109.1121         0.162 start       31          17
## 1662  0.1162005      109.1121         0.162  mif1       31          17
## 1663  0.1162005      109.1121         0.162 start       32          17
## 1664  0.1162005      109.1121         0.162  mif1       32          17
## 1665  0.1162005      109.1121         0.162 start       33          17
## 1666  0.1162005      109.1121         0.162  mif1       33          17
## 1667  0.1162005      109.1121         0.162 start       34          17
## 1668  0.1162005      109.1121         0.162  mif1       34          17
## 1669  0.1162005      109.1121         0.162 start       35          17
## 1670  0.1162005      109.1121         0.162  mif1       35          17
## 1671  0.1162005      109.1121         0.162 start       36          17
## 1672  0.1162005      109.1121         0.162  mif1       36          17
## 1673  0.1162005      109.1121         0.162 start       37          17
## 1674  0.1162005      109.1121         0.162  mif1       37          17
## 1675  0.1162005      109.1121         0.162 start       38          17
## 1676  0.1162005      109.1121         0.162  mif1       38          17
## 1677  0.1162005      109.1121         0.162 start       39          17
## 1678  0.1162005      109.1121         0.162  mif1       39          17
## 1679  0.1162005      109.1121         0.162 start       40          17
## 1680  0.1162005      109.1121         0.162  mif1       40          17
## 1681  0.1162005      109.1121         0.162 start       41          17
## 1682  0.1162005      109.1121         0.162  mif1       41          17
## 1683  0.1162005      109.1121         0.162 start       42          17
## 1684  0.1162005      109.1121         0.162  mif1       42          17
## 1685  0.1162005      109.1121         0.162 start       43          17
## 1686  0.1162005      109.1121         0.162  mif1       43          17
## 1687  0.1162005      109.1121         0.162 start       44          17
## 1688  0.1162005      109.1121         0.162  mif1       44          17
## 1689  0.1162005      109.1121         0.162 start       45          17
## 1690  0.1162005      109.1121         0.162  mif1       45          17
## 1691  0.1162005      109.1121         0.162 start       46          17
## 1692  0.1162005      109.1121         0.162  mif1       46          17
## 1693  0.1162005      109.1121         0.162 start       47          17
## 1694  0.1162005      109.1121         0.162  mif1       47          17
## 1695  0.1162005      109.1121         0.162 start       48          17
## 1696  0.1162005      109.1121         0.162  mif1       48          17
## 1697  0.1162005      109.1121         0.162 start       49          17
## 1698  0.1162005      109.1121         0.162  mif1       49          17
## 1699  0.1162005      109.1121         0.162 start       50          17
## 1700  0.1162005      109.1121         0.162  mif1       50          17
## 1701  0.1162005      109.1121         0.162 start        1          18
## 1702  0.1162005      109.1121         0.162  mif1        1          18
## 1703  0.1162005      109.1121         0.162 start        2          18
## 1704  0.1162005      109.1121         0.162  mif1        2          18
## 1705  0.1162005      109.1121         0.162 start        3          18
## 1706  0.1162005      109.1121         0.162  mif1        3          18
## 1707  0.1162005      109.1121         0.162 start        4          18
## 1708  0.1162005      109.1121         0.162  mif1        4          18
## 1709  0.1162005      109.1121         0.162 start        5          18
## 1710  0.1162005      109.1121         0.162  mif1        5          18
## 1711  0.1162005      109.1121         0.162 start        6          18
## 1712  0.1162005      109.1121         0.162  mif1        6          18
## 1713  0.1162005      109.1121         0.162 start        7          18
## 1714  0.1162005      109.1121         0.162  mif1        7          18
## 1715  0.1162005      109.1121         0.162 start        8          18
## 1716  0.1162005      109.1121         0.162  mif1        8          18
## 1717  0.1162005      109.1121         0.162 start        9          18
## 1718  0.1162005      109.1121         0.162  mif1        9          18
## 1719  0.1162005      109.1121         0.162 start       10          18
## 1720  0.1162005      109.1121         0.162  mif1       10          18
## 1721  0.1162005      109.1121         0.162 start       11          18
## 1722  0.1162005      109.1121         0.162  mif1       11          18
## 1723  0.1162005      109.1121         0.162 start       12          18
## 1724  0.1162005      109.1121         0.162  mif1       12          18
## 1725  0.1162005      109.1121         0.162 start       13          18
## 1726  0.1162005      109.1121         0.162  mif1       13          18
## 1727  0.1162005      109.1121         0.162 start       14          18
## 1728  0.1162005      109.1121         0.162  mif1       14          18
## 1729  0.1162005      109.1121         0.162 start       15          18
## 1730  0.1162005      109.1121         0.162  mif1       15          18
## 1731  0.1162005      109.1121         0.162 start       16          18
## 1732  0.1162005      109.1121         0.162  mif1       16          18
## 1733  0.1162005      109.1121         0.162 start       17          18
## 1734  0.1162005      109.1121         0.162  mif1       17          18
## 1735  0.1162005      109.1121         0.162 start       18          18
## 1736  0.1162005      109.1121         0.162  mif1       18          18
## 1737  0.1162005      109.1121         0.162 start       19          18
## 1738  0.1162005      109.1121         0.162  mif1       19          18
## 1739  0.1162005      109.1121         0.162 start       20          18
## 1740  0.1162005      109.1121         0.162  mif1       20          18
## 1741  0.1162005      109.1121         0.162 start       21          18
## 1742  0.1162005      109.1121         0.162  mif1       21          18
## 1743  0.1162005      109.1121         0.162 start       22          18
## 1744  0.1162005      109.1121         0.162  mif1       22          18
## 1745  0.1162005      109.1121         0.162 start       23          18
## 1746  0.1162005      109.1121         0.162  mif1       23          18
## 1747  0.1162005      109.1121         0.162 start       24          18
## 1748  0.1162005      109.1121         0.162  mif1       24          18
## 1749  0.1162005      109.1121         0.162 start       25          18
## 1750  0.1162005      109.1121         0.162  mif1       25          18
## 1751  0.1162005      109.1121         0.162 start       26          18
## 1752  0.1162005      109.1121         0.162  mif1       26          18
## 1753  0.1162005      109.1121         0.162 start       27          18
## 1754  0.1162005      109.1121         0.162  mif1       27          18
## 1755  0.1162005      109.1121         0.162 start       28          18
## 1756  0.1162005      109.1121         0.162  mif1       28          18
## 1757  0.1162005      109.1121         0.162 start       29          18
## 1758  0.1162005      109.1121         0.162  mif1       29          18
## 1759  0.1162005      109.1121         0.162 start       30          18
## 1760  0.1162005      109.1121         0.162  mif1       30          18
## 1761  0.1162005      109.1121         0.162 start       31          18
## 1762  0.1162005      109.1121         0.162  mif1       31          18
## 1763  0.1162005      109.1121         0.162 start       32          18
## 1764  0.1162005      109.1121         0.162  mif1       32          18
## 1765  0.1162005      109.1121         0.162 start       33          18
## 1766  0.1162005      109.1121         0.162  mif1       33          18
## 1767  0.1162005      109.1121         0.162 start       34          18
## 1768  0.1162005      109.1121         0.162  mif1       34          18
## 1769  0.1162005      109.1121         0.162 start       35          18
## 1770  0.1162005      109.1121         0.162  mif1       35          18
## 1771  0.1162005      109.1121         0.162 start       36          18
## 1772  0.1162005      109.1121         0.162  mif1       36          18
## 1773  0.1162005      109.1121         0.162 start       37          18
## 1774  0.1162005      109.1121         0.162  mif1       37          18
## 1775  0.1162005      109.1121         0.162 start       38          18
## 1776  0.1162005      109.1121         0.162  mif1       38          18
## 1777  0.1162005      109.1121         0.162 start       39          18
## 1778  0.1162005      109.1121         0.162  mif1       39          18
## 1779  0.1162005      109.1121         0.162 start       40          18
## 1780  0.1162005      109.1121         0.162  mif1       40          18
## 1781  0.1162005      109.1121         0.162 start       41          18
## 1782  0.1162005      109.1121         0.162  mif1       41          18
## 1783  0.1162005      109.1121         0.162 start       42          18
## 1784  0.1162005      109.1121         0.162  mif1       42          18
## 1785  0.1162005      109.1121         0.162 start       43          18
## 1786  0.1162005      109.1121         0.162  mif1       43          18
## 1787  0.1162005      109.1121         0.162 start       44          18
## 1788  0.1162005      109.1121         0.162  mif1       44          18
## 1789  0.1162005      109.1121         0.162 start       45          18
## 1790  0.1162005      109.1121         0.162  mif1       45          18
## 1791  0.1162005      109.1121         0.162 start       46          18
## 1792  0.1162005      109.1121         0.162  mif1       46          18
## 1793  0.1162005      109.1121         0.162 start       47          18
## 1794  0.1162005      109.1121         0.162  mif1       47          18
## 1795  0.1162005      109.1121         0.162 start       48          18
## 1796  0.1162005      109.1121         0.162  mif1       48          18
## 1797  0.1162005      109.1121         0.162 start       49          18
## 1798  0.1162005      109.1121         0.162  mif1       49          18
## 1799  0.1162005      109.1121         0.162 start       50          18
## 1800  0.1162005      109.1121         0.162  mif1       50          18
## 1801  0.1162005      109.1121         0.162 start        1          19
## 1802  0.1162005      109.1121         0.162  mif1        1          19
## 1803  0.1162005      109.1121         0.162 start        2          19
## 1804  0.1162005      109.1121         0.162  mif1        2          19
## 1805  0.1162005      109.1121         0.162 start        3          19
## 1806  0.1162005      109.1121         0.162  mif1        3          19
## 1807  0.1162005      109.1121         0.162 start        4          19
## 1808  0.1162005      109.1121         0.162  mif1        4          19
## 1809  0.1162005      109.1121         0.162 start        5          19
## 1810  0.1162005      109.1121         0.162  mif1        5          19
## 1811  0.1162005      109.1121         0.162 start        6          19
## 1812  0.1162005      109.1121         0.162  mif1        6          19
## 1813  0.1162005      109.1121         0.162 start        7          19
## 1814  0.1162005      109.1121         0.162  mif1        7          19
## 1815  0.1162005      109.1121         0.162 start        8          19
## 1816  0.1162005      109.1121         0.162  mif1        8          19
## 1817  0.1162005      109.1121         0.162 start        9          19
## 1818  0.1162005      109.1121         0.162  mif1        9          19
## 1819  0.1162005      109.1121         0.162 start       10          19
## 1820  0.1162005      109.1121         0.162  mif1       10          19
## 1821  0.1162005      109.1121         0.162 start       11          19
## 1822  0.1162005      109.1121         0.162  mif1       11          19
## 1823  0.1162005      109.1121         0.162 start       12          19
## 1824  0.1162005      109.1121         0.162  mif1       12          19
## 1825  0.1162005      109.1121         0.162 start       13          19
## 1826  0.1162005      109.1121         0.162  mif1       13          19
## 1827  0.1162005      109.1121         0.162 start       14          19
## 1828  0.1162005      109.1121         0.162  mif1       14          19
## 1829  0.1162005      109.1121         0.162 start       15          19
## 1830  0.1162005      109.1121         0.162  mif1       15          19
## 1831  0.1162005      109.1121         0.162 start       16          19
## 1832  0.1162005      109.1121         0.162  mif1       16          19
## 1833  0.1162005      109.1121         0.162 start       17          19
## 1834  0.1162005      109.1121         0.162  mif1       17          19
## 1835  0.1162005      109.1121         0.162 start       18          19
## 1836  0.1162005      109.1121         0.162  mif1       18          19
## 1837  0.1162005      109.1121         0.162 start       19          19
## 1838  0.1162005      109.1121         0.162  mif1       19          19
## 1839  0.1162005      109.1121         0.162 start       20          19
## 1840  0.1162005      109.1121         0.162  mif1       20          19
## 1841  0.1162005      109.1121         0.162 start       21          19
## 1842  0.1162005      109.1121         0.162  mif1       21          19
## 1843  0.1162005      109.1121         0.162 start       22          19
## 1844  0.1162005      109.1121         0.162  mif1       22          19
## 1845  0.1162005      109.1121         0.162 start       23          19
## 1846  0.1162005      109.1121         0.162  mif1       23          19
## 1847  0.1162005      109.1121         0.162 start       24          19
## 1848  0.1162005      109.1121         0.162  mif1       24          19
## 1849  0.1162005      109.1121         0.162 start       25          19
## 1850  0.1162005      109.1121         0.162  mif1       25          19
## 1851  0.1162005      109.1121         0.162 start       26          19
## 1852  0.1162005      109.1121         0.162  mif1       26          19
## 1853  0.1162005      109.1121         0.162 start       27          19
## 1854  0.1162005      109.1121         0.162  mif1       27          19
## 1855  0.1162005      109.1121         0.162 start       28          19
## 1856  0.1162005      109.1121         0.162  mif1       28          19
## 1857  0.1162005      109.1121         0.162 start       29          19
## 1858  0.1162005      109.1121         0.162  mif1       29          19
## 1859  0.1162005      109.1121         0.162 start       30          19
## 1860  0.1162005      109.1121         0.162  mif1       30          19
## 1861  0.1162005      109.1121         0.162 start       31          19
## 1862  0.1162005      109.1121         0.162  mif1       31          19
## 1863  0.1162005      109.1121         0.162 start       32          19
## 1864  0.1162005      109.1121         0.162  mif1       32          19
## 1865  0.1162005      109.1121         0.162 start       33          19
## 1866  0.1162005      109.1121         0.162  mif1       33          19
## 1867  0.1162005      109.1121         0.162 start       34          19
## 1868  0.1162005      109.1121         0.162  mif1       34          19
## 1869  0.1162005      109.1121         0.162 start       35          19
## 1870  0.1162005      109.1121         0.162  mif1       35          19
## 1871  0.1162005      109.1121         0.162 start       36          19
## 1872  0.1162005      109.1121         0.162  mif1       36          19
## 1873  0.1162005      109.1121         0.162 start       37          19
## 1874  0.1162005      109.1121         0.162  mif1       37          19
## 1875  0.1162005      109.1121         0.162 start       38          19
## 1876  0.1162005      109.1121         0.162  mif1       38          19
## 1877  0.1162005      109.1121         0.162 start       39          19
## 1878  0.1162005      109.1121         0.162  mif1       39          19
## 1879  0.1162005      109.1121         0.162 start       40          19
## 1880  0.1162005      109.1121         0.162  mif1       40          19
## 1881  0.1162005      109.1121         0.162 start       41          19
## 1882  0.1162005      109.1121         0.162  mif1       41          19
## 1883  0.1162005      109.1121         0.162 start       42          19
## 1884  0.1162005      109.1121         0.162  mif1       42          19
## 1885  0.1162005      109.1121         0.162 start       43          19
## 1886  0.1162005      109.1121         0.162  mif1       43          19
## 1887  0.1162005      109.1121         0.162 start       44          19
## 1888  0.1162005      109.1121         0.162  mif1       44          19
## 1889  0.1162005      109.1121         0.162 start       45          19
## 1890  0.1162005      109.1121         0.162  mif1       45          19
## 1891  0.1162005      109.1121         0.162 start       46          19
## 1892  0.1162005      109.1121         0.162  mif1       46          19
## 1893  0.1162005      109.1121         0.162 start       47          19
## 1894  0.1162005      109.1121         0.162  mif1       47          19
## 1895  0.1162005      109.1121         0.162 start       48          19
## 1896  0.1162005      109.1121         0.162  mif1       48          19
## 1897  0.1162005      109.1121         0.162 start       49          19
## 1898  0.1162005      109.1121         0.162  mif1       49          19
## 1899  0.1162005      109.1121         0.162 start       50          19
## 1900  0.1162005      109.1121         0.162  mif1       50          19
## 1901  0.1162005      109.1121         0.162 start        1          20
## 1902  0.1162005      109.1121         0.162  mif1        1          20
## 1903  0.1162005      109.1121         0.162 start        2          20
## 1904  0.1162005      109.1121         0.162  mif1        2          20
## 1905  0.1162005      109.1121         0.162 start        3          20
## 1906  0.1162005      109.1121         0.162  mif1        3          20
## 1907  0.1162005      109.1121         0.162 start        4          20
## 1908  0.1162005      109.1121         0.162  mif1        4          20
## 1909  0.1162005      109.1121         0.162 start        5          20
## 1910  0.1162005      109.1121         0.162  mif1        5          20
## 1911  0.1162005      109.1121         0.162 start        6          20
## 1912  0.1162005      109.1121         0.162  mif1        6          20
## 1913  0.1162005      109.1121         0.162 start        7          20
## 1914  0.1162005      109.1121         0.162  mif1        7          20
## 1915  0.1162005      109.1121         0.162 start        8          20
## 1916  0.1162005      109.1121         0.162  mif1        8          20
## 1917  0.1162005      109.1121         0.162 start        9          20
## 1918  0.1162005      109.1121         0.162  mif1        9          20
## 1919  0.1162005      109.1121         0.162 start       10          20
## 1920  0.1162005      109.1121         0.162  mif1       10          20
## 1921  0.1162005      109.1121         0.162 start       11          20
## 1922  0.1162005      109.1121         0.162  mif1       11          20
## 1923  0.1162005      109.1121         0.162 start       12          20
## 1924  0.1162005      109.1121         0.162  mif1       12          20
## 1925  0.1162005      109.1121         0.162 start       13          20
## 1926  0.1162005      109.1121         0.162  mif1       13          20
## 1927  0.1162005      109.1121         0.162 start       14          20
## 1928  0.1162005      109.1121         0.162  mif1       14          20
## 1929  0.1162005      109.1121         0.162 start       15          20
## 1930  0.1162005      109.1121         0.162  mif1       15          20
## 1931  0.1162005      109.1121         0.162 start       16          20
## 1932  0.1162005      109.1121         0.162  mif1       16          20
## 1933  0.1162005      109.1121         0.162 start       17          20
## 1934  0.1162005      109.1121         0.162  mif1       17          20
## 1935  0.1162005      109.1121         0.162 start       18          20
## 1936  0.1162005      109.1121         0.162  mif1       18          20
## 1937  0.1162005      109.1121         0.162 start       19          20
## 1938  0.1162005      109.1121         0.162  mif1       19          20
## 1939  0.1162005      109.1121         0.162 start       20          20
## 1940  0.1162005      109.1121         0.162  mif1       20          20
## 1941  0.1162005      109.1121         0.162 start       21          20
## 1942  0.1162005      109.1121         0.162  mif1       21          20
## 1943  0.1162005      109.1121         0.162 start       22          20
## 1944  0.1162005      109.1121         0.162  mif1       22          20
## 1945  0.1162005      109.1121         0.162 start       23          20
## 1946  0.1162005      109.1121         0.162  mif1       23          20
## 1947  0.1162005      109.1121         0.162 start       24          20
## 1948  0.1162005      109.1121         0.162  mif1       24          20
## 1949  0.1162005      109.1121         0.162 start       25          20
## 1950  0.1162005      109.1121         0.162  mif1       25          20
## 1951  0.1162005      109.1121         0.162 start       26          20
## 1952  0.1162005      109.1121         0.162  mif1       26          20
## 1953  0.1162005      109.1121         0.162 start       27          20
## 1954  0.1162005      109.1121         0.162  mif1       27          20
## 1955  0.1162005      109.1121         0.162 start       28          20
## 1956  0.1162005      109.1121         0.162  mif1       28          20
## 1957  0.1162005      109.1121         0.162 start       29          20
## 1958  0.1162005      109.1121         0.162  mif1       29          20
## 1959  0.1162005      109.1121         0.162 start       30          20
## 1960  0.1162005      109.1121         0.162  mif1       30          20
## 1961  0.1162005      109.1121         0.162 start       31          20
## 1962  0.1162005      109.1121         0.162  mif1       31          20
## 1963  0.1162005      109.1121         0.162 start       32          20
## 1964  0.1162005      109.1121         0.162  mif1       32          20
## 1965  0.1162005      109.1121         0.162 start       33          20
## 1966  0.1162005      109.1121         0.162  mif1       33          20
## 1967  0.1162005      109.1121         0.162 start       34          20
## 1968  0.1162005      109.1121         0.162  mif1       34          20
## 1969  0.1162005      109.1121         0.162 start       35          20
## 1970  0.1162005      109.1121         0.162  mif1       35          20
## 1971  0.1162005      109.1121         0.162 start       36          20
## 1972  0.1162005      109.1121         0.162  mif1       36          20
## 1973  0.1162005      109.1121         0.162 start       37          20
## 1974  0.1162005      109.1121         0.162  mif1       37          20
## 1975  0.1162005      109.1121         0.162 start       38          20
## 1976  0.1162005      109.1121         0.162  mif1       38          20
## 1977  0.1162005      109.1121         0.162 start       39          20
## 1978  0.1162005      109.1121         0.162  mif1       39          20
## 1979  0.1162005      109.1121         0.162 start       40          20
## 1980  0.1162005      109.1121         0.162  mif1       40          20
## 1981  0.1162005      109.1121         0.162 start       41          20
## 1982  0.1162005      109.1121         0.162  mif1       41          20
## 1983  0.1162005      109.1121         0.162 start       42          20
## 1984  0.1162005      109.1121         0.162  mif1       42          20
## 1985  0.1162005      109.1121         0.162 start       43          20
## 1986  0.1162005      109.1121         0.162  mif1       43          20
## 1987  0.1162005      109.1121         0.162 start       44          20
## 1988  0.1162005      109.1121         0.162  mif1       44          20
## 1989  0.1162005      109.1121         0.162 start       45          20
## 1990  0.1162005      109.1121         0.162  mif1       45          20
## 1991  0.1162005      109.1121         0.162 start       46          20
## 1992  0.1162005      109.1121         0.162  mif1       46          20
## 1993  0.1162005      109.1121         0.162 start       47          20
## 1994  0.1162005      109.1121         0.162  mif1       47          20
## 1995  0.1162005      109.1121         0.162 start       48          20
## 1996  0.1162005      109.1121         0.162  mif1       48          20
## 1997  0.1162005      109.1121         0.162 start       49          20
## 1998  0.1162005      109.1121         0.162  mif1       49          20
## 1999  0.1162005      109.1121         0.162 start       50          20
## 2000  0.1162005      109.1121         0.162  mif1       50          20
## 2001  0.1162005      109.1121         0.162 start        1          21
## 2002  0.1162005      109.1121         0.162  mif1        1          21
## 2003  0.1162005      109.1121         0.162 start        2          21
## 2004  0.1162005      109.1121         0.162  mif1        2          21
## 2005  0.1162005      109.1121         0.162 start        3          21
## 2006  0.1162005      109.1121         0.162  mif1        3          21
## 2007  0.1162005      109.1121         0.162 start        4          21
## 2008  0.1162005      109.1121         0.162  mif1        4          21
## 2009  0.1162005      109.1121         0.162 start        5          21
## 2010  0.1162005      109.1121         0.162  mif1        5          21
## 2011  0.1162005      109.1121         0.162 start        6          21
## 2012  0.1162005      109.1121         0.162  mif1        6          21
## 2013  0.1162005      109.1121         0.162 start        7          21
## 2014  0.1162005      109.1121         0.162  mif1        7          21
## 2015  0.1162005      109.1121         0.162 start        8          21
## 2016  0.1162005      109.1121         0.162  mif1        8          21
## 2017  0.1162005      109.1121         0.162 start        9          21
## 2018  0.1162005      109.1121         0.162  mif1        9          21
## 2019  0.1162005      109.1121         0.162 start       10          21
## 2020  0.1162005      109.1121         0.162  mif1       10          21
## 2021  0.1162005      109.1121         0.162 start       11          21
## 2022  0.1162005      109.1121         0.162  mif1       11          21
## 2023  0.1162005      109.1121         0.162 start       12          21
## 2024  0.1162005      109.1121         0.162  mif1       12          21
## 2025  0.1162005      109.1121         0.162 start       13          21
## 2026  0.1162005      109.1121         0.162  mif1       13          21
## 2027  0.1162005      109.1121         0.162 start       14          21
## 2028  0.1162005      109.1121         0.162  mif1       14          21
## 2029  0.1162005      109.1121         0.162 start       15          21
## 2030  0.1162005      109.1121         0.162  mif1       15          21
## 2031  0.1162005      109.1121         0.162 start       16          21
## 2032  0.1162005      109.1121         0.162  mif1       16          21
## 2033  0.1162005      109.1121         0.162 start       17          21
## 2034  0.1162005      109.1121         0.162  mif1       17          21
## 2035  0.1162005      109.1121         0.162 start       18          21
## 2036  0.1162005      109.1121         0.162  mif1       18          21
## 2037  0.1162005      109.1121         0.162 start       19          21
## 2038  0.1162005      109.1121         0.162  mif1       19          21
## 2039  0.1162005      109.1121         0.162 start       20          21
## 2040  0.1162005      109.1121         0.162  mif1       20          21
## 2041  0.1162005      109.1121         0.162 start       21          21
## 2042  0.1162005      109.1121         0.162  mif1       21          21
## 2043  0.1162005      109.1121         0.162 start       22          21
## 2044  0.1162005      109.1121         0.162  mif1       22          21
## 2045  0.1162005      109.1121         0.162 start       23          21
## 2046  0.1162005      109.1121         0.162  mif1       23          21
## 2047  0.1162005      109.1121         0.162 start       24          21
## 2048  0.1162005      109.1121         0.162  mif1       24          21
## 2049  0.1162005      109.1121         0.162 start       25          21
## 2050  0.1162005      109.1121         0.162  mif1       25          21
## 2051  0.1162005      109.1121         0.162 start       26          21
## 2052  0.1162005      109.1121         0.162  mif1       26          21
## 2053  0.1162005      109.1121         0.162 start       27          21
## 2054  0.1162005      109.1121         0.162  mif1       27          21
## 2055  0.1162005      109.1121         0.162 start       28          21
## 2056  0.1162005      109.1121         0.162  mif1       28          21
## 2057  0.1162005      109.1121         0.162 start       29          21
## 2058  0.1162005      109.1121         0.162  mif1       29          21
## 2059  0.1162005      109.1121         0.162 start       30          21
## 2060  0.1162005      109.1121         0.162  mif1       30          21
## 2061  0.1162005      109.1121         0.162 start       31          21
## 2062  0.1162005      109.1121         0.162  mif1       31          21
## 2063  0.1162005      109.1121         0.162 start       32          21
## 2064  0.1162005      109.1121         0.162  mif1       32          21
## 2065  0.1162005      109.1121         0.162 start       33          21
## 2066  0.1162005      109.1121         0.162  mif1       33          21
## 2067  0.1162005      109.1121         0.162 start       34          21
## 2068  0.1162005      109.1121         0.162  mif1       34          21
## 2069  0.1162005      109.1121         0.162 start       35          21
## 2070  0.1162005      109.1121         0.162  mif1       35          21
## 2071  0.1162005      109.1121         0.162 start       36          21
## 2072  0.1162005      109.1121         0.162  mif1       36          21
## 2073  0.1162005      109.1121         0.162 start       37          21
## 2074  0.1162005      109.1121         0.162  mif1       37          21
## 2075  0.1162005      109.1121         0.162 start       38          21
## 2076  0.1162005      109.1121         0.162  mif1       38          21
## 2077  0.1162005      109.1121         0.162 start       39          21
## 2078  0.1162005      109.1121         0.162  mif1       39          21
## 2079  0.1162005      109.1121         0.162 start       40          21
## 2080  0.1162005      109.1121         0.162  mif1       40          21
## 2081  0.1162005      109.1121         0.162 start       41          21
## 2082  0.1162005      109.1121         0.162  mif1       41          21
## 2083  0.1162005      109.1121         0.162 start       42          21
## 2084  0.1162005      109.1121         0.162  mif1       42          21
## 2085  0.1162005      109.1121         0.162 start       43          21
## 2086  0.1162005      109.1121         0.162  mif1       43          21
## 2087  0.1162005      109.1121         0.162 start       44          21
## 2088  0.1162005      109.1121         0.162  mif1       44          21
## 2089  0.1162005      109.1121         0.162 start       45          21
## 2090  0.1162005      109.1121         0.162  mif1       45          21
## 2091  0.1162005      109.1121         0.162 start       46          21
## 2092  0.1162005      109.1121         0.162  mif1       46          21
## 2093  0.1162005      109.1121         0.162 start       47          21
## 2094  0.1162005      109.1121         0.162  mif1       47          21
## 2095  0.1162005      109.1121         0.162 start       48          21
## 2096  0.1162005      109.1121         0.162  mif1       48          21
## 2097  0.1162005      109.1121         0.162 start       49          21
## 2098  0.1162005      109.1121         0.162  mif1       49          21
## 2099  0.1162005      109.1121         0.162 start       50          21
## 2100  0.1162005      109.1121         0.162  mif1       50          21
## 2101  0.1162005      109.1121         0.162 start        1          22
## 2102  0.1162005      109.1121         0.162  mif1        1          22
## 2103  0.1162005      109.1121         0.162 start        2          22
## 2104  0.1162005      109.1121         0.162  mif1        2          22
## 2105  0.1162005      109.1121         0.162 start        3          22
## 2106  0.1162005      109.1121         0.162  mif1        3          22
## 2107  0.1162005      109.1121         0.162 start        4          22
## 2108  0.1162005      109.1121         0.162  mif1        4          22
## 2109  0.1162005      109.1121         0.162 start        5          22
## 2110  0.1162005      109.1121         0.162  mif1        5          22
## 2111  0.1162005      109.1121         0.162 start        6          22
## 2112  0.1162005      109.1121         0.162  mif1        6          22
## 2113  0.1162005      109.1121         0.162 start        7          22
## 2114  0.1162005      109.1121         0.162  mif1        7          22
## 2115  0.1162005      109.1121         0.162 start        8          22
## 2116  0.1162005      109.1121         0.162  mif1        8          22
## 2117  0.1162005      109.1121         0.162 start        9          22
## 2118  0.1162005      109.1121         0.162  mif1        9          22
## 2119  0.1162005      109.1121         0.162 start       10          22
## 2120  0.1162005      109.1121         0.162  mif1       10          22
## 2121  0.1162005      109.1121         0.162 start       11          22
## 2122  0.1162005      109.1121         0.162  mif1       11          22
## 2123  0.1162005      109.1121         0.162 start       12          22
## 2124  0.1162005      109.1121         0.162  mif1       12          22
## 2125  0.1162005      109.1121         0.162 start       13          22
## 2126  0.1162005      109.1121         0.162  mif1       13          22
## 2127  0.1162005      109.1121         0.162 start       14          22
## 2128  0.1162005      109.1121         0.162  mif1       14          22
## 2129  0.1162005      109.1121         0.162 start       15          22
## 2130  0.1162005      109.1121         0.162  mif1       15          22
## 2131  0.1162005      109.1121         0.162 start       16          22
## 2132  0.1162005      109.1121         0.162  mif1       16          22
## 2133  0.1162005      109.1121         0.162 start       17          22
## 2134  0.1162005      109.1121         0.162  mif1       17          22
## 2135  0.1162005      109.1121         0.162 start       18          22
## 2136  0.1162005      109.1121         0.162  mif1       18          22
## 2137  0.1162005      109.1121         0.162 start       19          22
## 2138  0.1162005      109.1121         0.162  mif1       19          22
## 2139  0.1162005      109.1121         0.162 start       20          22
## 2140  0.1162005      109.1121         0.162  mif1       20          22
## 2141  0.1162005      109.1121         0.162 start       21          22
## 2142  0.1162005      109.1121         0.162  mif1       21          22
## 2143  0.1162005      109.1121         0.162 start       22          22
## 2144  0.1162005      109.1121         0.162  mif1       22          22
## 2145  0.1162005      109.1121         0.162 start       23          22
## 2146  0.1162005      109.1121         0.162  mif1       23          22
## 2147  0.1162005      109.1121         0.162 start       24          22
## 2148  0.1162005      109.1121         0.162  mif1       24          22
## 2149  0.1162005      109.1121         0.162 start       25          22
## 2150  0.1162005      109.1121         0.162  mif1       25          22
## 2151  0.1162005      109.1121         0.162 start       26          22
## 2152  0.1162005      109.1121         0.162  mif1       26          22
## 2153  0.1162005      109.1121         0.162 start       27          22
## 2154  0.1162005      109.1121         0.162  mif1       27          22
## 2155  0.1162005      109.1121         0.162 start       28          22
## 2156  0.1162005      109.1121         0.162  mif1       28          22
## 2157  0.1162005      109.1121         0.162 start       29          22
## 2158  0.1162005      109.1121         0.162  mif1       29          22
## 2159  0.1162005      109.1121         0.162 start       30          22
## 2160  0.1162005      109.1121         0.162  mif1       30          22
## 2161  0.1162005      109.1121         0.162 start       31          22
## 2162  0.1162005      109.1121         0.162  mif1       31          22
## 2163  0.1162005      109.1121         0.162 start       32          22
## 2164  0.1162005      109.1121         0.162  mif1       32          22
## 2165  0.1162005      109.1121         0.162 start       33          22
## 2166  0.1162005      109.1121         0.162  mif1       33          22
## 2167  0.1162005      109.1121         0.162 start       34          22
## 2168  0.1162005      109.1121         0.162  mif1       34          22
## 2169  0.1162005      109.1121         0.162 start       35          22
## 2170  0.1162005      109.1121         0.162  mif1       35          22
## 2171  0.1162005      109.1121         0.162 start       36          22
## 2172  0.1162005      109.1121         0.162  mif1       36          22
## 2173  0.1162005      109.1121         0.162 start       37          22
## 2174  0.1162005      109.1121         0.162  mif1       37          22
## 2175  0.1162005      109.1121         0.162 start       38          22
## 2176  0.1162005      109.1121         0.162  mif1       38          22
## 2177  0.1162005      109.1121         0.162 start       39          22
## 2178  0.1162005      109.1121         0.162  mif1       39          22
## 2179  0.1162005      109.1121         0.162 start       40          22
## 2180  0.1162005      109.1121         0.162  mif1       40          22
## 2181  0.1162005      109.1121         0.162 start       41          22
## 2182  0.1162005      109.1121         0.162  mif1       41          22
## 2183  0.1162005      109.1121         0.162 start       42          22
## 2184  0.1162005      109.1121         0.162  mif1       42          22
## 2185  0.1162005      109.1121         0.162 start       43          22
## 2186  0.1162005      109.1121         0.162  mif1       43          22
## 2187  0.1162005      109.1121         0.162 start       44          22
## 2188  0.1162005      109.1121         0.162  mif1       44          22
## 2189  0.1162005      109.1121         0.162 start       45          22
## 2190  0.1162005      109.1121         0.162  mif1       45          22
## 2191  0.1162005      109.1121         0.162 start       46          22
## 2192  0.1162005      109.1121         0.162  mif1       46          22
## 2193  0.1162005      109.1121         0.162 start       47          22
## 2194  0.1162005      109.1121         0.162  mif1       47          22
## 2195  0.1162005      109.1121         0.162 start       48          22
## 2196  0.1162005      109.1121         0.162  mif1       48          22
## 2197  0.1162005      109.1121         0.162 start       49          22
## 2198  0.1162005      109.1121         0.162  mif1       49          22
## 2199  0.1162005      109.1121         0.162 start       50          22
## 2200  0.1162005      109.1121         0.162  mif1       50          22
## 2201  0.1162005      109.1121         0.162 start        1          23
## 2202  0.1162005      109.1121         0.162  mif1        1          23
## 2203  0.1162005      109.1121         0.162 start        2          23
## 2204  0.1162005      109.1121         0.162  mif1        2          23
## 2205  0.1162005      109.1121         0.162 start        3          23
## 2206  0.1162005      109.1121         0.162  mif1        3          23
## 2207  0.1162005      109.1121         0.162 start        4          23
## 2208  0.1162005      109.1121         0.162  mif1        4          23
## 2209  0.1162005      109.1121         0.162 start        5          23
## 2210  0.1162005      109.1121         0.162  mif1        5          23
## 2211  0.1162005      109.1121         0.162 start        6          23
## 2212  0.1162005      109.1121         0.162  mif1        6          23
## 2213  0.1162005      109.1121         0.162 start        7          23
## 2214  0.1162005      109.1121         0.162  mif1        7          23
## 2215  0.1162005      109.1121         0.162 start        8          23
## 2216  0.1162005      109.1121         0.162  mif1        8          23
## 2217  0.1162005      109.1121         0.162 start        9          23
## 2218  0.1162005      109.1121         0.162  mif1        9          23
## 2219  0.1162005      109.1121         0.162 start       10          23
## 2220  0.1162005      109.1121         0.162  mif1       10          23
## 2221  0.1162005      109.1121         0.162 start       11          23
## 2222  0.1162005      109.1121         0.162  mif1       11          23
## 2223  0.1162005      109.1121         0.162 start       12          23
## 2224  0.1162005      109.1121         0.162  mif1       12          23
## 2225  0.1162005      109.1121         0.162 start       13          23
## 2226  0.1162005      109.1121         0.162  mif1       13          23
## 2227  0.1162005      109.1121         0.162 start       14          23
## 2228  0.1162005      109.1121         0.162  mif1       14          23
## 2229  0.1162005      109.1121         0.162 start       15          23
## 2230  0.1162005      109.1121         0.162  mif1       15          23
## 2231  0.1162005      109.1121         0.162 start       16          23
## 2232  0.1162005      109.1121         0.162  mif1       16          23
## 2233  0.1162005      109.1121         0.162 start       17          23
## 2234  0.1162005      109.1121         0.162  mif1       17          23
## 2235  0.1162005      109.1121         0.162 start       18          23
## 2236  0.1162005      109.1121         0.162  mif1       18          23
## 2237  0.1162005      109.1121         0.162 start       19          23
## 2238  0.1162005      109.1121         0.162  mif1       19          23
## 2239  0.1162005      109.1121         0.162 start       20          23
## 2240  0.1162005      109.1121         0.162  mif1       20          23
## 2241  0.1162005      109.1121         0.162 start       21          23
## 2242  0.1162005      109.1121         0.162  mif1       21          23
## 2243  0.1162005      109.1121         0.162 start       22          23
## 2244  0.1162005      109.1121         0.162  mif1       22          23
## 2245  0.1162005      109.1121         0.162 start       23          23
## 2246  0.1162005      109.1121         0.162  mif1       23          23
## 2247  0.1162005      109.1121         0.162 start       24          23
## 2248  0.1162005      109.1121         0.162  mif1       24          23
## 2249  0.1162005      109.1121         0.162 start       25          23
## 2250  0.1162005      109.1121         0.162  mif1       25          23
## 2251  0.1162005      109.1121         0.162 start       26          23
## 2252  0.1162005      109.1121         0.162  mif1       26          23
## 2253  0.1162005      109.1121         0.162 start       27          23
## 2254  0.1162005      109.1121         0.162  mif1       27          23
## 2255  0.1162005      109.1121         0.162 start       28          23
## 2256  0.1162005      109.1121         0.162  mif1       28          23
## 2257  0.1162005      109.1121         0.162 start       29          23
## 2258  0.1162005      109.1121         0.162  mif1       29          23
## 2259  0.1162005      109.1121         0.162 start       30          23
## 2260  0.1162005      109.1121         0.162  mif1       30          23
## 2261  0.1162005      109.1121         0.162 start       31          23
## 2262  0.1162005      109.1121         0.162  mif1       31          23
## 2263  0.1162005      109.1121         0.162 start       32          23
## 2264  0.1162005      109.1121         0.162  mif1       32          23
## 2265  0.1162005      109.1121         0.162 start       33          23
## 2266  0.1162005      109.1121         0.162  mif1       33          23
## 2267  0.1162005      109.1121         0.162 start       34          23
## 2268  0.1162005      109.1121         0.162  mif1       34          23
## 2269  0.1162005      109.1121         0.162 start       35          23
## 2270  0.1162005      109.1121         0.162  mif1       35          23
## 2271  0.1162005      109.1121         0.162 start       36          23
## 2272  0.1162005      109.1121         0.162  mif1       36          23
## 2273  0.1162005      109.1121         0.162 start       37          23
## 2274  0.1162005      109.1121         0.162  mif1       37          23
## 2275  0.1162005      109.1121         0.162 start       38          23
## 2276  0.1162005      109.1121         0.162  mif1       38          23
## 2277  0.1162005      109.1121         0.162 start       39          23
## 2278  0.1162005      109.1121         0.162  mif1       39          23
## 2279  0.1162005      109.1121         0.162 start       40          23
## 2280  0.1162005      109.1121         0.162  mif1       40          23
## 2281  0.1162005      109.1121         0.162 start       41          23
## 2282  0.1162005      109.1121         0.162  mif1       41          23
## 2283  0.1162005      109.1121         0.162 start       42          23
## 2284  0.1162005      109.1121         0.162  mif1       42          23
## 2285  0.1162005      109.1121         0.162 start       43          23
## 2286  0.1162005      109.1121         0.162  mif1       43          23
## 2287  0.1162005      109.1121         0.162 start       44          23
## 2288  0.1162005      109.1121         0.162  mif1       44          23
## 2289  0.1162005      109.1121         0.162 start       45          23
## 2290  0.1162005      109.1121         0.162  mif1       45          23
## 2291  0.1162005      109.1121         0.162 start       46          23
## 2292  0.1162005      109.1121         0.162  mif1       46          23
## 2293  0.1162005      109.1121         0.162 start       47          23
## 2294  0.1162005      109.1121         0.162  mif1       47          23
## 2295  0.1162005      109.1121         0.162 start       48          23
## 2296  0.1162005      109.1121         0.162  mif1       48          23
## 2297  0.1162005      109.1121         0.162 start       49          23
## 2298  0.1162005      109.1121         0.162  mif1       49          23
## 2299  0.1162005      109.1121         0.162 start       50          23
## 2300  0.1162005      109.1121         0.162  mif1       50          23
## 2301  0.1162005      109.1121         0.162 start        1          24
## 2302  0.1162005      109.1121         0.162  mif1        1          24
## 2303  0.1162005      109.1121         0.162 start        2          24
## 2304  0.1162005      109.1121         0.162  mif1        2          24
## 2305  0.1162005      109.1121         0.162 start        3          24
## 2306  0.1162005      109.1121         0.162  mif1        3          24
## 2307  0.1162005      109.1121         0.162 start        4          24
## 2308  0.1162005      109.1121         0.162  mif1        4          24
## 2309  0.1162005      109.1121         0.162 start        5          24
## 2310  0.1162005      109.1121         0.162  mif1        5          24
## 2311  0.1162005      109.1121         0.162 start        6          24
## 2312  0.1162005      109.1121         0.162  mif1        6          24
## 2313  0.1162005      109.1121         0.162 start        7          24
## 2314  0.1162005      109.1121         0.162  mif1        7          24
## 2315  0.1162005      109.1121         0.162 start        8          24
## 2316  0.1162005      109.1121         0.162  mif1        8          24
## 2317  0.1162005      109.1121         0.162 start        9          24
## 2318  0.1162005      109.1121         0.162  mif1        9          24
## 2319  0.1162005      109.1121         0.162 start       10          24
## 2320  0.1162005      109.1121         0.162  mif1       10          24
## 2321  0.1162005      109.1121         0.162 start       11          24
## 2322  0.1162005      109.1121         0.162  mif1       11          24
## 2323  0.1162005      109.1121         0.162 start       12          24
## 2324  0.1162005      109.1121         0.162  mif1       12          24
## 2325  0.1162005      109.1121         0.162 start       13          24
## 2326  0.1162005      109.1121         0.162  mif1       13          24
## 2327  0.1162005      109.1121         0.162 start       14          24
## 2328  0.1162005      109.1121         0.162  mif1       14          24
## 2329  0.1162005      109.1121         0.162 start       15          24
## 2330  0.1162005      109.1121         0.162  mif1       15          24
## 2331  0.1162005      109.1121         0.162 start       16          24
## 2332  0.1162005      109.1121         0.162  mif1       16          24
## 2333  0.1162005      109.1121         0.162 start       17          24
## 2334  0.1162005      109.1121         0.162  mif1       17          24
## 2335  0.1162005      109.1121         0.162 start       18          24
## 2336  0.1162005      109.1121         0.162  mif1       18          24
## 2337  0.1162005      109.1121         0.162 start       19          24
## 2338  0.1162005      109.1121         0.162  mif1       19          24
## 2339  0.1162005      109.1121         0.162 start       20          24
## 2340  0.1162005      109.1121         0.162  mif1       20          24
## 2341  0.1162005      109.1121         0.162 start       21          24
## 2342  0.1162005      109.1121         0.162  mif1       21          24
## 2343  0.1162005      109.1121         0.162 start       22          24
## 2344  0.1162005      109.1121         0.162  mif1       22          24
## 2345  0.1162005      109.1121         0.162 start       23          24
## 2346  0.1162005      109.1121         0.162  mif1       23          24
## 2347  0.1162005      109.1121         0.162 start       24          24
## 2348  0.1162005      109.1121         0.162  mif1       24          24
## 2349  0.1162005      109.1121         0.162 start       25          24
## 2350  0.1162005      109.1121         0.162  mif1       25          24
## 2351  0.1162005      109.1121         0.162 start       26          24
## 2352  0.1162005      109.1121         0.162  mif1       26          24
## 2353  0.1162005      109.1121         0.162 start       27          24
## 2354  0.1162005      109.1121         0.162  mif1       27          24
## 2355  0.1162005      109.1121         0.162 start       28          24
## 2356  0.1162005      109.1121         0.162  mif1       28          24
## 2357  0.1162005      109.1121         0.162 start       29          24
## 2358  0.1162005      109.1121         0.162  mif1       29          24
## 2359  0.1162005      109.1121         0.162 start       30          24
## 2360  0.1162005      109.1121         0.162  mif1       30          24
## 2361  0.1162005      109.1121         0.162 start       31          24
## 2362  0.1162005      109.1121         0.162  mif1       31          24
## 2363  0.1162005      109.1121         0.162 start       32          24
## 2364  0.1162005      109.1121         0.162  mif1       32          24
## 2365  0.1162005      109.1121         0.162 start       33          24
## 2366  0.1162005      109.1121         0.162  mif1       33          24
## 2367  0.1162005      109.1121         0.162 start       34          24
## 2368  0.1162005      109.1121         0.162  mif1       34          24
## 2369  0.1162005      109.1121         0.162 start       35          24
## 2370  0.1162005      109.1121         0.162  mif1       35          24
## 2371  0.1162005      109.1121         0.162 start       36          24
## 2372  0.1162005      109.1121         0.162  mif1       36          24
## 2373  0.1162005      109.1121         0.162 start       37          24
## 2374  0.1162005      109.1121         0.162  mif1       37          24
## 2375  0.1162005      109.1121         0.162 start       38          24
## 2376  0.1162005      109.1121         0.162  mif1       38          24
## 2377  0.1162005      109.1121         0.162 start       39          24
## 2378  0.1162005      109.1121         0.162  mif1       39          24
## 2379  0.1162005      109.1121         0.162 start       40          24
## 2380  0.1162005      109.1121         0.162  mif1       40          24
## 2381  0.1162005      109.1121         0.162 start       41          24
## 2382  0.1162005      109.1121         0.162  mif1       41          24
## 2383  0.1162005      109.1121         0.162 start       42          24
## 2384  0.1162005      109.1121         0.162  mif1       42          24
## 2385  0.1162005      109.1121         0.162 start       43          24
## 2386  0.1162005      109.1121         0.162  mif1       43          24
## 2387  0.1162005      109.1121         0.162 start       44          24
## 2388  0.1162005      109.1121         0.162  mif1       44          24
## 2389  0.1162005      109.1121         0.162 start       45          24
## 2390  0.1162005      109.1121         0.162  mif1       45          24
## 2391  0.1162005      109.1121         0.162 start       46          24
## 2392  0.1162005      109.1121         0.162  mif1       46          24
## 2393  0.1162005      109.1121         0.162 start       47          24
## 2394  0.1162005      109.1121         0.162  mif1       47          24
## 2395  0.1162005      109.1121         0.162 start       48          24
## 2396  0.1162005      109.1121         0.162  mif1       48          24
## 2397  0.1162005      109.1121         0.162 start       49          24
## 2398  0.1162005      109.1121         0.162  mif1       49          24
## 2399  0.1162005      109.1121         0.162 start       50          24
## 2400  0.1162005      109.1121         0.162  mif1       50          24
## 2401  0.1162005      109.1121         0.162 start        1          25
## 2402  0.1162005      109.1121         0.162  mif1        1          25
## 2403  0.1162005      109.1121         0.162 start        2          25
## 2404  0.1162005      109.1121         0.162  mif1        2          25
## 2405  0.1162005      109.1121         0.162 start        3          25
## 2406  0.1162005      109.1121         0.162  mif1        3          25
## 2407  0.1162005      109.1121         0.162 start        4          25
## 2408  0.1162005      109.1121         0.162  mif1        4          25
## 2409  0.1162005      109.1121         0.162 start        5          25
## 2410  0.1162005      109.1121         0.162  mif1        5          25
## 2411  0.1162005      109.1121         0.162 start        6          25
## 2412  0.1162005      109.1121         0.162  mif1        6          25
## 2413  0.1162005      109.1121         0.162 start        7          25
## 2414  0.1162005      109.1121         0.162  mif1        7          25
## 2415  0.1162005      109.1121         0.162 start        8          25
## 2416  0.1162005      109.1121         0.162  mif1        8          25
## 2417  0.1162005      109.1121         0.162 start        9          25
## 2418  0.1162005      109.1121         0.162  mif1        9          25
## 2419  0.1162005      109.1121         0.162 start       10          25
## 2420  0.1162005      109.1121         0.162  mif1       10          25
## 2421  0.1162005      109.1121         0.162 start       11          25
## 2422  0.1162005      109.1121         0.162  mif1       11          25
## 2423  0.1162005      109.1121         0.162 start       12          25
## 2424  0.1162005      109.1121         0.162  mif1       12          25
## 2425  0.1162005      109.1121         0.162 start       13          25
## 2426  0.1162005      109.1121         0.162  mif1       13          25
## 2427  0.1162005      109.1121         0.162 start       14          25
## 2428  0.1162005      109.1121         0.162  mif1       14          25
## 2429  0.1162005      109.1121         0.162 start       15          25
## 2430  0.1162005      109.1121         0.162  mif1       15          25
## 2431  0.1162005      109.1121         0.162 start       16          25
## 2432  0.1162005      109.1121         0.162  mif1       16          25
## 2433  0.1162005      109.1121         0.162 start       17          25
## 2434  0.1162005      109.1121         0.162  mif1       17          25
## 2435  0.1162005      109.1121         0.162 start       18          25
## 2436  0.1162005      109.1121         0.162  mif1       18          25
## 2437  0.1162005      109.1121         0.162 start       19          25
## 2438  0.1162005      109.1121         0.162  mif1       19          25
## 2439  0.1162005      109.1121         0.162 start       20          25
## 2440  0.1162005      109.1121         0.162  mif1       20          25
## 2441  0.1162005      109.1121         0.162 start       21          25
## 2442  0.1162005      109.1121         0.162  mif1       21          25
## 2443  0.1162005      109.1121         0.162 start       22          25
## 2444  0.1162005      109.1121         0.162  mif1       22          25
## 2445  0.1162005      109.1121         0.162 start       23          25
## 2446  0.1162005      109.1121         0.162  mif1       23          25
## 2447  0.1162005      109.1121         0.162 start       24          25
## 2448  0.1162005      109.1121         0.162  mif1       24          25
## 2449  0.1162005      109.1121         0.162 start       25          25
## 2450  0.1162005      109.1121         0.162  mif1       25          25
## 2451  0.1162005      109.1121         0.162 start       26          25
## 2452  0.1162005      109.1121         0.162  mif1       26          25
## 2453  0.1162005      109.1121         0.162 start       27          25
## 2454  0.1162005      109.1121         0.162  mif1       27          25
## 2455  0.1162005      109.1121         0.162 start       28          25
## 2456  0.1162005      109.1121         0.162  mif1       28          25
## 2457  0.1162005      109.1121         0.162 start       29          25
## 2458  0.1162005      109.1121         0.162  mif1       29          25
## 2459  0.1162005      109.1121         0.162 start       30          25
## 2460  0.1162005      109.1121         0.162  mif1       30          25
## 2461  0.1162005      109.1121         0.162 start       31          25
## 2462  0.1162005      109.1121         0.162  mif1       31          25
## 2463  0.1162005      109.1121         0.162 start       32          25
## 2464  0.1162005      109.1121         0.162  mif1       32          25
## 2465  0.1162005      109.1121         0.162 start       33          25
## 2466  0.1162005      109.1121         0.162  mif1       33          25
## 2467  0.1162005      109.1121         0.162 start       34          25
## 2468  0.1162005      109.1121         0.162  mif1       34          25
## 2469  0.1162005      109.1121         0.162 start       35          25
## 2470  0.1162005      109.1121         0.162  mif1       35          25
## 2471  0.1162005      109.1121         0.162 start       36          25
## 2472  0.1162005      109.1121         0.162  mif1       36          25
## 2473  0.1162005      109.1121         0.162 start       37          25
## 2474  0.1162005      109.1121         0.162  mif1       37          25
## 2475  0.1162005      109.1121         0.162 start       38          25
## 2476  0.1162005      109.1121         0.162  mif1       38          25
## 2477  0.1162005      109.1121         0.162 start       39          25
## 2478  0.1162005      109.1121         0.162  mif1       39          25
## 2479  0.1162005      109.1121         0.162 start       40          25
## 2480  0.1162005      109.1121         0.162  mif1       40          25
## 2481  0.1162005      109.1121         0.162 start       41          25
## 2482  0.1162005      109.1121         0.162  mif1       41          25
## 2483  0.1162005      109.1121         0.162 start       42          25
## 2484  0.1162005      109.1121         0.162  mif1       42          25
## 2485  0.1162005      109.1121         0.162 start       43          25
## 2486  0.1162005      109.1121         0.162  mif1       43          25
## 2487  0.1162005      109.1121         0.162 start       44          25
## 2488  0.1162005      109.1121         0.162  mif1       44          25
## 2489  0.1162005      109.1121         0.162 start       45          25
## 2490  0.1162005      109.1121         0.162  mif1       45          25
## 2491  0.1162005      109.1121         0.162 start       46          25
## 2492  0.1162005      109.1121         0.162  mif1       46          25
## 2493  0.1162005      109.1121         0.162 start       47          25
## 2494  0.1162005      109.1121         0.162  mif1       47          25
## 2495  0.1162005      109.1121         0.162 start       48          25
## 2496  0.1162005      109.1121         0.162  mif1       48          25
## 2497  0.1162005      109.1121         0.162 start       49          25
## 2498  0.1162005      109.1121         0.162  mif1       49          25
## 2499  0.1162005      109.1121         0.162 start       50          25
## 2500  0.1162005      109.1121         0.162  mif1       50          25
## 2501  0.1162005      109.1121         0.162 start        1          26
## 2502  0.1162005      109.1121         0.162  mif1        1          26
## 2503  0.1162005      109.1121         0.162 start        2          26
## 2504  0.1162005      109.1121         0.162  mif1        2          26
## 2505  0.1162005      109.1121         0.162 start        3          26
## 2506  0.1162005      109.1121         0.162  mif1        3          26
## 2507  0.1162005      109.1121         0.162 start        4          26
## 2508  0.1162005      109.1121         0.162  mif1        4          26
## 2509  0.1162005      109.1121         0.162 start        5          26
## 2510  0.1162005      109.1121         0.162  mif1        5          26
## 2511  0.1162005      109.1121         0.162 start        6          26
## 2512  0.1162005      109.1121         0.162  mif1        6          26
## 2513  0.1162005      109.1121         0.162 start        7          26
## 2514  0.1162005      109.1121         0.162  mif1        7          26
## 2515  0.1162005      109.1121         0.162 start        8          26
## 2516  0.1162005      109.1121         0.162  mif1        8          26
## 2517  0.1162005      109.1121         0.162 start        9          26
## 2518  0.1162005      109.1121         0.162  mif1        9          26
## 2519  0.1162005      109.1121         0.162 start       10          26
## 2520  0.1162005      109.1121         0.162  mif1       10          26
## 2521  0.1162005      109.1121         0.162 start       11          26
## 2522  0.1162005      109.1121         0.162  mif1       11          26
## 2523  0.1162005      109.1121         0.162 start       12          26
## 2524  0.1162005      109.1121         0.162  mif1       12          26
## 2525  0.1162005      109.1121         0.162 start       13          26
## 2526  0.1162005      109.1121         0.162  mif1       13          26
## 2527  0.1162005      109.1121         0.162 start       14          26
## 2528  0.1162005      109.1121         0.162  mif1       14          26
## 2529  0.1162005      109.1121         0.162 start       15          26
## 2530  0.1162005      109.1121         0.162  mif1       15          26
## 2531  0.1162005      109.1121         0.162 start       16          26
## 2532  0.1162005      109.1121         0.162  mif1       16          26
## 2533  0.1162005      109.1121         0.162 start       17          26
## 2534  0.1162005      109.1121         0.162  mif1       17          26
## 2535  0.1162005      109.1121         0.162 start       18          26
## 2536  0.1162005      109.1121         0.162  mif1       18          26
## 2537  0.1162005      109.1121         0.162 start       19          26
## 2538  0.1162005      109.1121         0.162  mif1       19          26
## 2539  0.1162005      109.1121         0.162 start       20          26
## 2540  0.1162005      109.1121         0.162  mif1       20          26
## 2541  0.1162005      109.1121         0.162 start       21          26
## 2542  0.1162005      109.1121         0.162  mif1       21          26
## 2543  0.1162005      109.1121         0.162 start       22          26
## 2544  0.1162005      109.1121         0.162  mif1       22          26
## 2545  0.1162005      109.1121         0.162 start       23          26
## 2546  0.1162005      109.1121         0.162  mif1       23          26
## 2547  0.1162005      109.1121         0.162 start       24          26
## 2548  0.1162005      109.1121         0.162  mif1       24          26
## 2549  0.1162005      109.1121         0.162 start       25          26
## 2550  0.1162005      109.1121         0.162  mif1       25          26
## 2551  0.1162005      109.1121         0.162 start       26          26
## 2552  0.1162005      109.1121         0.162  mif1       26          26
## 2553  0.1162005      109.1121         0.162 start       27          26
## 2554  0.1162005      109.1121         0.162  mif1       27          26
## 2555  0.1162005      109.1121         0.162 start       28          26
## 2556  0.1162005      109.1121         0.162  mif1       28          26
## 2557  0.1162005      109.1121         0.162 start       29          26
## 2558  0.1162005      109.1121         0.162  mif1       29          26
## 2559  0.1162005      109.1121         0.162 start       30          26
## 2560  0.1162005      109.1121         0.162  mif1       30          26
## 2561  0.1162005      109.1121         0.162 start       31          26
## 2562  0.1162005      109.1121         0.162  mif1       31          26
## 2563  0.1162005      109.1121         0.162 start       32          26
## 2564  0.1162005      109.1121         0.162  mif1       32          26
## 2565  0.1162005      109.1121         0.162 start       33          26
## 2566  0.1162005      109.1121         0.162  mif1       33          26
## 2567  0.1162005      109.1121         0.162 start       34          26
## 2568  0.1162005      109.1121         0.162  mif1       34          26
## 2569  0.1162005      109.1121         0.162 start       35          26
## 2570  0.1162005      109.1121         0.162  mif1       35          26
## 2571  0.1162005      109.1121         0.162 start       36          26
## 2572  0.1162005      109.1121         0.162  mif1       36          26
## 2573  0.1162005      109.1121         0.162 start       37          26
## 2574  0.1162005      109.1121         0.162  mif1       37          26
## 2575  0.1162005      109.1121         0.162 start       38          26
## 2576  0.1162005      109.1121         0.162  mif1       38          26
## 2577  0.1162005      109.1121         0.162 start       39          26
## 2578  0.1162005      109.1121         0.162  mif1       39          26
## 2579  0.1162005      109.1121         0.162 start       40          26
## 2580  0.1162005      109.1121         0.162  mif1       40          26
## 2581  0.1162005      109.1121         0.162 start       41          26
## 2582  0.1162005      109.1121         0.162  mif1       41          26
## 2583  0.1162005      109.1121         0.162 start       42          26
## 2584  0.1162005      109.1121         0.162  mif1       42          26
## 2585  0.1162005      109.1121         0.162 start       43          26
## 2586  0.1162005      109.1121         0.162  mif1       43          26
## 2587  0.1162005      109.1121         0.162 start       44          26
## 2588  0.1162005      109.1121         0.162  mif1       44          26
## 2589  0.1162005      109.1121         0.162 start       45          26
## 2590  0.1162005      109.1121         0.162  mif1       45          26
## 2591  0.1162005      109.1121         0.162 start       46          26
## 2592  0.1162005      109.1121         0.162  mif1       46          26
## 2593  0.1162005      109.1121         0.162 start       47          26
## 2594  0.1162005      109.1121         0.162  mif1       47          26
## 2595  0.1162005      109.1121         0.162 start       48          26
## 2596  0.1162005      109.1121         0.162  mif1       48          26
## 2597  0.1162005      109.1121         0.162 start       49          26
## 2598  0.1162005      109.1121         0.162  mif1       49          26
## 2599  0.1162005      109.1121         0.162 start       50          26
## 2600  0.1162005      109.1121         0.162  mif1       50          26
## 2601  0.1162005      109.1121         0.162 start        1          27
## 2602  0.1162005      109.1121         0.162  mif1        1          27
## 2603  0.1162005      109.1121         0.162 start        2          27
## 2604  0.1162005      109.1121         0.162  mif1        2          27
## 2605  0.1162005      109.1121         0.162 start        3          27
## 2606  0.1162005      109.1121         0.162  mif1        3          27
## 2607  0.1162005      109.1121         0.162 start        4          27
## 2608  0.1162005      109.1121         0.162  mif1        4          27
## 2609  0.1162005      109.1121         0.162 start        5          27
## 2610  0.1162005      109.1121         0.162  mif1        5          27
## 2611  0.1162005      109.1121         0.162 start        6          27
## 2612  0.1162005      109.1121         0.162  mif1        6          27
## 2613  0.1162005      109.1121         0.162 start        7          27
## 2614  0.1162005      109.1121         0.162  mif1        7          27
## 2615  0.1162005      109.1121         0.162 start        8          27
## 2616  0.1162005      109.1121         0.162  mif1        8          27
## 2617  0.1162005      109.1121         0.162 start        9          27
## 2618  0.1162005      109.1121         0.162  mif1        9          27
## 2619  0.1162005      109.1121         0.162 start       10          27
## 2620  0.1162005      109.1121         0.162  mif1       10          27
## 2621  0.1162005      109.1121         0.162 start       11          27
## 2622  0.1162005      109.1121         0.162  mif1       11          27
## 2623  0.1162005      109.1121         0.162 start       12          27
## 2624  0.1162005      109.1121         0.162  mif1       12          27
## 2625  0.1162005      109.1121         0.162 start       13          27
## 2626  0.1162005      109.1121         0.162  mif1       13          27
## 2627  0.1162005      109.1121         0.162 start       14          27
## 2628  0.1162005      109.1121         0.162  mif1       14          27
## 2629  0.1162005      109.1121         0.162 start       15          27
## 2630  0.1162005      109.1121         0.162  mif1       15          27
## 2631  0.1162005      109.1121         0.162 start       16          27
## 2632  0.1162005      109.1121         0.162  mif1       16          27
## 2633  0.1162005      109.1121         0.162 start       17          27
## 2634  0.1162005      109.1121         0.162  mif1       17          27
## 2635  0.1162005      109.1121         0.162 start       18          27
## 2636  0.1162005      109.1121         0.162  mif1       18          27
## 2637  0.1162005      109.1121         0.162 start       19          27
## 2638  0.1162005      109.1121         0.162  mif1       19          27
## 2639  0.1162005      109.1121         0.162 start       20          27
## 2640  0.1162005      109.1121         0.162  mif1       20          27
## 2641  0.1162005      109.1121         0.162 start       21          27
## 2642  0.1162005      109.1121         0.162  mif1       21          27
## 2643  0.1162005      109.1121         0.162 start       22          27
## 2644  0.1162005      109.1121         0.162  mif1       22          27
## 2645  0.1162005      109.1121         0.162 start       23          27
## 2646  0.1162005      109.1121         0.162  mif1       23          27
## 2647  0.1162005      109.1121         0.162 start       24          27
## 2648  0.1162005      109.1121         0.162  mif1       24          27
## 2649  0.1162005      109.1121         0.162 start       25          27
## 2650  0.1162005      109.1121         0.162  mif1       25          27
## 2651  0.1162005      109.1121         0.162 start       26          27
## 2652  0.1162005      109.1121         0.162  mif1       26          27
## 2653  0.1162005      109.1121         0.162 start       27          27
## 2654  0.1162005      109.1121         0.162  mif1       27          27
## 2655  0.1162005      109.1121         0.162 start       28          27
## 2656  0.1162005      109.1121         0.162  mif1       28          27
## 2657  0.1162005      109.1121         0.162 start       29          27
## 2658  0.1162005      109.1121         0.162  mif1       29          27
## 2659  0.1162005      109.1121         0.162 start       30          27
## 2660  0.1162005      109.1121         0.162  mif1       30          27
## 2661  0.1162005      109.1121         0.162 start       31          27
## 2662  0.1162005      109.1121         0.162  mif1       31          27
## 2663  0.1162005      109.1121         0.162 start       32          27
## 2664  0.1162005      109.1121         0.162  mif1       32          27
## 2665  0.1162005      109.1121         0.162 start       33          27
## 2666  0.1162005      109.1121         0.162  mif1       33          27
## 2667  0.1162005      109.1121         0.162 start       34          27
## 2668  0.1162005      109.1121         0.162  mif1       34          27
## 2669  0.1162005      109.1121         0.162 start       35          27
## 2670  0.1162005      109.1121         0.162  mif1       35          27
## 2671  0.1162005      109.1121         0.162 start       36          27
## 2672  0.1162005      109.1121         0.162  mif1       36          27
## 2673  0.1162005      109.1121         0.162 start       37          27
## 2674  0.1162005      109.1121         0.162  mif1       37          27
## 2675  0.1162005      109.1121         0.162 start       38          27
## 2676  0.1162005      109.1121         0.162  mif1       38          27
## 2677  0.1162005      109.1121         0.162 start       39          27
## 2678  0.1162005      109.1121         0.162  mif1       39          27
## 2679  0.1162005      109.1121         0.162 start       40          27
## 2680  0.1162005      109.1121         0.162  mif1       40          27
## 2681  0.1162005      109.1121         0.162 start       41          27
## 2682  0.1162005      109.1121         0.162  mif1       41          27
## 2683  0.1162005      109.1121         0.162 start       42          27
## 2684  0.1162005      109.1121         0.162  mif1       42          27
## 2685  0.1162005      109.1121         0.162 start       43          27
## 2686  0.1162005      109.1121         0.162  mif1       43          27
## 2687  0.1162005      109.1121         0.162 start       44          27
## 2688  0.1162005      109.1121         0.162  mif1       44          27
## 2689  0.1162005      109.1121         0.162 start       45          27
## 2690  0.1162005      109.1121         0.162  mif1       45          27
## 2691  0.1162005      109.1121         0.162 start       46          27
## 2692  0.1162005      109.1121         0.162  mif1       46          27
## 2693  0.1162005      109.1121         0.162 start       47          27
## 2694  0.1162005      109.1121         0.162  mif1       47          27
## 2695  0.1162005      109.1121         0.162 start       48          27
## 2696  0.1162005      109.1121         0.162  mif1       48          27
## 2697  0.1162005      109.1121         0.162 start       49          27
## 2698  0.1162005      109.1121         0.162  mif1       49          27
## 2699  0.1162005      109.1121         0.162 start       50          27
## 2700  0.1162005      109.1121         0.162  mif1       50          27
## 2701  0.1162005      109.1121         0.162 start        1          28
## 2702  0.1162005      109.1121         0.162  mif1        1          28
##           loglik nfail trace_num   loglist.se
## 1             NA    NA        NA           NA
## 2      -645.8693    NA        NA 1.297825e-02
## 3             NA    NA        NA           NA
## 4      -629.8487    NA        NA 7.197377e-03
## 5             NA    NA        NA           NA
## 6      -629.9411    NA        NA 5.469438e-03
## 7             NA    NA        NA           NA
## 8      -629.6711    NA        NA 8.664239e-03
## 9             NA    NA        NA           NA
## 10     -634.4595    NA        NA 7.125204e-03
## 11            NA    NA        NA           NA
## 12     -640.7604    NA        NA 1.931990e-02
## 13            NA    NA        NA           NA
## 14     -640.6065    NA        NA 6.761964e-03
## 15            NA    NA        NA           NA
## 16     -641.1241    NA        NA 1.441123e-02
## 17            NA    NA        NA           NA
## 18     -629.9618    NA        NA 9.767994e-03
## 19            NA    NA        NA           NA
## 20     -645.0783    NA        NA 1.494215e-02
## 21            NA    NA        NA           NA
## 22     -629.8396    NA        NA 8.395310e-03
## 23            NA    NA        NA           NA
## 24     -634.9960    NA        NA 1.440516e-02
## 25            NA    NA        NA           NA
## 26     -637.6743    NA        NA 6.758350e-03
## 27            NA    NA        NA           NA
## 28     -631.4437    NA        NA 8.901106e-03
## 29            NA    NA        NA           NA
## 30     -630.1972    NA        NA 8.197142e-03
## 31            NA    NA        NA           NA
## 32     -629.6233    NA        NA 8.303739e-03
## 33            NA    NA        NA           NA
## 34     -631.0268    NA        NA 1.003436e-02
## 35            NA    NA        NA           NA
## 36     -633.1341    NA        NA 1.790515e-02
## 37            NA    NA        NA           NA
## 38     -699.2459    NA        NA 4.192584e-03
## 39            NA    NA        NA           NA
## 40     -630.0614    NA        NA 1.074043e-02
## 41            NA    NA        NA           NA
## 42     -644.8597    NA        NA 1.239993e-02
## 43            NA    NA        NA           NA
## 44     -629.5669    NA        NA 4.679847e-03
## 45            NA    NA        NA           NA
## 46     -629.8744    NA        NA 1.142654e-02
## 47            NA    NA        NA           NA
## 48     -631.6062    NA        NA 1.344289e-02
## 49            NA    NA        NA           NA
## 50     -629.4924    NA        NA 8.104643e-03
## 51            NA    NA        NA           NA
## 52     -629.3014    NA        NA 6.172689e-03
## 53            NA    NA        NA           NA
## 54     -630.7703    NA        NA 7.475242e-03
## 55            NA    NA        NA           NA
## 56     -635.1168    NA        NA 7.945394e-03
## 57            NA    NA        NA           NA
## 58     -631.4950    NA        NA 1.365033e-02
## 59            NA    NA        NA           NA
## 60     -630.1765    NA        NA 1.308114e-02
## 61            NA    NA        NA           NA
## 62     -629.6462    NA        NA 9.175429e-03
## 63            NA    NA        NA           NA
## 64     -644.4658    NA        NA 1.093329e-02
## 65            NA    NA        NA           NA
## 66     -630.0421    NA        NA 5.839959e-03
## 67            NA    NA        NA           NA
## 68     -636.8965    NA        NA 7.943769e-03
## 69            NA    NA        NA           NA
## 70     -636.4800    NA        NA 2.339404e-02
## 71            NA    NA        NA           NA
## 72     -634.5699    NA        NA 2.261839e-02
## 73            NA    NA        NA           NA
## 74     -630.4241    NA        NA 9.708231e-03
## 75            NA    NA        NA           NA
## 76     -629.4500    NA        NA 8.669627e-03
## 77            NA    NA        NA           NA
## 78     -635.3659    NA        NA 2.033173e-02
## 79            NA    NA        NA           NA
## 80     -637.5418    NA        NA 1.612031e-02
## 81            NA    NA        NA           NA
## 82     -631.2666    NA        NA 1.254850e-02
## 83            NA    NA        NA           NA
## 84     -630.0600    NA        NA 4.241075e-03
## 85            NA    NA        NA           NA
## 86     -638.0758    NA        NA 7.279125e-03
## 87            NA    NA        NA           NA
## 88     -636.0906    NA        NA 1.026080e-02
## 89            NA    NA        NA           NA
## 90     -641.6807    NA        NA 1.416558e-02
## 91            NA    NA        NA           NA
## 92     -633.8099    NA        NA 1.491236e-02
## 93            NA    NA        NA           NA
## 94     -634.3849    NA        NA 1.059150e-02
## 95            NA    NA        NA           NA
## 96     -635.8198    NA        NA 1.088917e-02
## 97            NA    NA        NA           NA
## 98     -635.9341    NA        NA 1.525811e-02
## 99            NA    NA        NA           NA
## 100    -629.5694    NA        NA 6.835238e-03
## 101           NA    NA        NA           NA
## 102    -698.2213    NA        NA 9.376954e-01
## 103           NA    NA        NA           NA
## 104    -630.3162    NA        NA 7.255508e-03
## 105           NA    NA        NA           NA
## 106    -630.5526    NA        NA 7.373610e-03
## 107           NA    NA        NA           NA
## 108    -630.1599    NA        NA 6.605474e-03
## 109           NA    NA        NA           NA
## 110    -629.4756    NA        NA 8.103167e-03
## 111           NA    NA        NA           NA
## 112    -640.0592    NA        NA 9.980755e-03
## 113           NA    NA        NA           NA
## 114    -630.5388    NA        NA 1.285422e-02
## 115           NA    NA        NA           NA
## 116    -647.3131    NA        NA 2.599187e-02
## 117           NA    NA        NA           NA
## 118    -629.4586    NA        NA 7.523985e-03
## 119           NA    NA        NA           NA
## 120    -636.5137    NA        NA 1.301908e-02
## 121           NA    NA        NA           NA
## 122    -630.4057    NA        NA 8.161761e-03
## 123           NA    NA        NA           NA
## 124    -636.2955    NA        NA 5.661108e-03
## 125           NA    NA        NA           NA
## 126    -637.6076    NA        NA 6.530057e-03
## 127           NA    NA        NA           NA
## 128    -629.6975    NA        NA 7.314263e-03
## 129           NA    NA        NA           NA
## 130    -629.9603    NA        NA 7.338347e-03
## 131           NA    NA        NA           NA
## 132    -629.8766    NA        NA 8.554965e-03
## 133           NA    NA        NA           NA
## 134    -639.1087    NA        NA 6.509960e-03
## 135           NA    NA        NA           NA
## 136    -629.5761    NA        NA 7.381083e-03
## 137           NA    NA        NA           NA
## 138    -631.6854    NA        NA 1.006845e-02
## 139           NA    NA        NA           NA
## 140    -636.4406    NA        NA 1.263742e-02
## 141           NA    NA        NA           NA
## 142    -663.9224    NA        NA 4.680941e-03
## 143           NA    NA        NA           NA
## 144    -672.8349    NA        NA 4.349706e-03
## 145           NA    NA        NA           NA
## 146    -629.3445    NA        NA 7.736649e-03
## 147           NA    NA        NA           NA
## 148    -630.2742    NA        NA 8.633567e-03
## 149           NA    NA        NA           NA
## 150    -629.3751    NA        NA 6.485819e-03
## 151           NA    NA        NA           NA
## 152    -630.4967    NA        NA 8.813147e-03
## 153           NA    NA        NA           NA
## 154    -629.7978    NA        NA 1.141206e-02
## 155           NA    NA        NA           NA
## 156    -672.6682    NA        NA 5.749927e-01
## 157           NA    NA        NA           NA
## 158    -629.7671    NA        NA 6.315696e-03
## 159           NA    NA        NA           NA
## 160    -631.5633    NA        NA 1.092467e-02
## 161           NA    NA        NA           NA
## 162    -636.6986    NA        NA 6.973283e-03
## 163           NA    NA        NA           NA
## 164    -638.4735    NA        NA 1.454266e-02
## 165           NA    NA        NA           NA
## 166    -629.3932    NA        NA 4.745733e-03
## 167           NA    NA        NA           NA
## 168    -629.7706    NA        NA 7.367228e-03
## 169           NA    NA        NA           NA
## 170    -642.0270    NA        NA 1.280738e-02
## 171           NA    NA        NA           NA
## 172    -629.4364    NA        NA 8.527114e-03
## 173           NA    NA        NA           NA
## 174    -676.4046    NA        NA 6.910716e-03
## 175           NA    NA        NA           NA
## 176    -638.2976    NA        NA 1.161575e-02
## 177           NA    NA        NA           NA
## 178    -640.6919    NA        NA 1.139876e-02
## 179           NA    NA        NA           NA
## 180    -634.4746    NA        NA 1.083821e-02
## 181           NA    NA        NA           NA
## 182    -629.4962    NA        NA 7.425267e-03
## 183           NA    NA        NA           NA
## 184    -640.4209    NA        NA 1.125261e-02
## 185           NA    NA        NA           NA
## 186    -635.7653    NA        NA 9.283327e-03
## 187           NA    NA        NA           NA
## 188    -635.0758    NA        NA 1.649853e-02
## 189           NA    NA        NA           NA
## 190    -629.3913    NA        NA 6.603400e-03
## 191           NA    NA        NA           NA
## 192    -630.6511    NA        NA 1.289992e-02
## 193           NA    NA        NA           NA
## 194    -638.9235    NA        NA 6.340244e-03
## 195           NA    NA        NA           NA
## 196    -629.4961    NA        NA 8.244624e-03
## 197           NA    NA        NA           NA
## 198    -629.5157    NA        NA 9.240967e-03
## 199           NA    NA        NA           NA
## 200    -632.5115    NA        NA 1.230472e-02
## 201           NA    NA        NA           NA
## 202    -638.0571    NA        NA 9.120077e-03
## 203           NA    NA        NA           NA
## 204    -630.2439    NA        NA 8.838721e-03
## 205           NA    NA        NA           NA
## 206    -641.9290    NA        NA 9.361335e-03
## 207           NA    NA        NA           NA
## 208    -643.1166    NA        NA 4.663915e-02
## 209           NA    NA        NA           NA
## 210    -630.0706    NA        NA 8.248319e-03
## 211           NA    NA        NA           NA
## 212    -631.4441    NA        NA 1.427964e-02
## 213           NA    NA        NA           NA
## 214    -631.6438    NA        NA 1.172329e-02
## 215           NA    NA        NA           NA
## 216    -630.4532    NA        NA 1.190037e-02
## 217           NA    NA        NA           NA
## 218    -630.2717    NA        NA 1.127092e-02
## 219           NA    NA        NA           NA
## 220    -641.9605    NA        NA 2.660391e-02
## 221           NA    NA        NA           NA
## 222    -629.3672    NA        NA 1.136815e-02
## 223           NA    NA        NA           NA
## 224    -630.0334    NA        NA 1.111794e-02
## 225           NA    NA        NA           NA
## 226    -635.5410    NA        NA 1.059278e-02
## 227           NA    NA        NA           NA
## 228    -642.3649    NA        NA 1.113998e-02
## 229           NA    NA        NA           NA
## 230    -630.3826    NA        NA 1.064010e-02
## 231           NA    NA        NA           NA
## 232    -630.3701    NA        NA 1.190505e-02
## 233           NA    NA        NA           NA
## 234    -629.7548    NA        NA 1.245052e-02
## 235           NA    NA        NA           NA
## 236    -629.5346    NA        NA 1.066040e-02
## 237           NA    NA        NA           NA
## 238    -640.3934    NA        NA 1.153470e-02
## 239           NA    NA        NA           NA
## 240    -629.9295    NA        NA 6.736299e-03
## 241           NA    NA        NA           NA
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## 715           NA    NA        NA           NA
## 716    -631.2386    NA        NA 9.580358e-03
## 717           NA    NA        NA           NA
## 718    -629.3925    NA        NA 9.016407e-03
## 719           NA    NA        NA           NA
## 720    -645.4847    NA        NA 1.179341e-02
## 721           NA    NA        NA           NA
## 722    -632.6169    NA        NA 1.111059e-02
## 723           NA    NA        NA           NA
## 724    -630.4934    NA        NA 1.015173e-02
## 725           NA    NA        NA           NA
## 726    -642.8469    NA        NA 1.356721e-02
## 727           NA    NA        NA           NA
## 728    -743.3834    NA        NA 3.681260e-03
## 729           NA    NA        NA           NA
## 730    -630.3239    NA        NA 1.126307e-02
## 731           NA    NA        NA           NA
## 732    -630.5108    NA        NA 8.702476e-03
## 733           NA    NA        NA           NA
## 734    -632.4643    NA        NA 1.193438e-02
## 735           NA    NA        NA           NA
## 736    -639.2269    NA        NA 8.801967e-03
## 737           NA    NA        NA           NA
## 738    -629.7167    NA        NA 9.425785e-03
## 739           NA    NA        NA           NA
## 740    -675.2332    NA        NA 1.981406e-03
## 741           NA    NA        NA           NA
## 742    -629.5832    NA        NA 1.086355e-02
## 743           NA    NA        NA           NA
## 744    -629.6497    NA        NA 7.507108e-03
## 745           NA    NA        NA           NA
## 746    -631.5555    NA        NA 1.000321e-02
## 747           NA    NA        NA           NA
## 748    -631.2087    NA        NA 4.873409e-03
## 749           NA    NA        NA           NA
## 750    -635.0419    NA        NA 7.806462e-03
## 751           NA    NA        NA           NA
## 752    -631.9492    NA        NA 1.022511e-02
## 753           NA    NA        NA           NA
## 754    -632.5457    NA        NA 1.173054e-02
## 755           NA    NA        NA           NA
## 756    -631.1228    NA        NA 1.430095e-02
## 757           NA    NA        NA           NA
## 758    -640.5643    NA        NA 7.324788e-03
## 759           NA    NA        NA           NA
## 760    -630.9754    NA        NA 1.317666e-02
## 761           NA    NA        NA           NA
## 762    -703.5238    NA        NA 3.438170e-02
## 763           NA    NA        NA           NA
## 764    -629.6208    NA        NA 1.409146e-02
## 765           NA    NA        NA           NA
## 766    -647.5331    NA        NA 1.318727e-02
## 767           NA    NA        NA           NA
## 768    -633.0556    NA        NA 1.382865e-02
## 769           NA    NA        NA           NA
## 770    -639.2909    NA        NA 1.616016e-02
## 771           NA    NA        NA           NA
## 772    -639.6500    NA        NA 1.103639e-02
## 773           NA    NA        NA           NA
## 774    -630.3287    NA        NA 1.188555e-02
## 775           NA    NA        NA           NA
## 776    -630.0878    NA        NA 7.834325e-03
## 777           NA    NA        NA           NA
## 778    -629.7569    NA        NA 8.522096e-03
## 779           NA    NA        NA           NA
## 780    -634.6152    NA        NA 1.658203e-02
## 781           NA    NA        NA           NA
## 782    -642.6608    NA        NA 1.038750e-02
## 783           NA    NA        NA           NA
## 784    -632.6516    NA        NA 9.770929e-03
## 785           NA    NA        NA           NA
## 786    -630.1961    NA        NA 9.846340e-03
## 787           NA    NA        NA           NA
## 788    -635.2959    NA        NA 1.274567e-02
## 789           NA    NA        NA           NA
## 790    -629.4207    NA        NA 5.739501e-03
## 791           NA    NA        NA           NA
## 792    -630.9972    NA        NA 1.212756e-02
## 793           NA    NA        NA           NA
## 794    -638.9929    NA        NA 1.026106e-02
## 795           NA    NA        NA           NA
## 796    -634.2204    NA        NA 1.136624e-02
## 797           NA    NA        NA           NA
## 798    -638.8546    NA        NA 1.378841e-02
## 799           NA    NA        NA           NA
## 800    -629.2698    NA        NA 1.031305e-02
## 801           NA    NA        NA           NA
## 802    -635.6616    NA        NA 6.550351e-03
## 803           NA    NA        NA           NA
## 804    -638.5734    NA        NA 1.388395e-02
## 805           NA    NA        NA           NA
## 806    -632.7986    NA        NA 7.576950e-03
## 807           NA    NA        NA           NA
## 808    -629.4629    NA        NA 9.481433e-03
## 809           NA    NA        NA           NA
## 810    -672.1604    NA        NA 3.110817e-01
## 811           NA    NA        NA           NA
## 812    -629.6868    NA        NA 6.756351e-03
## 813           NA    NA        NA           NA
## 814    -629.7844    NA        NA 7.039502e-03
## 815           NA    NA        NA           NA
## 816    -629.3656    NA        NA 4.857365e-03
## 817           NA    NA        NA           NA
## 818    -629.8600    NA        NA 7.500034e-03
## 819           NA    NA        NA           NA
## 820    -638.7757    NA        NA 1.736689e-02
## 821           NA    NA        NA           NA
## 822    -629.3278    NA        NA 6.735861e-03
## 823           NA    NA        NA           NA
## 824    -638.0677    NA        NA 1.537954e-02
## 825           NA    NA        NA           NA
## 826    -631.0821    NA        NA 9.591087e-03
## 827           NA    NA        NA           NA
## 828    -629.7634    NA        NA 1.413774e-02
## 829           NA    NA        NA           NA
## 830    -640.8459    NA        NA 1.589127e-02
## 831           NA    NA        NA           NA
## 832    -629.5394    NA        NA 7.889927e-03
## 833           NA    NA        NA           NA
## 834    -637.3344    NA        NA 6.400411e-03
## 835           NA    NA        NA           NA
## 836    -630.7744    NA        NA 1.114475e-02
## 837           NA    NA        NA           NA
## 838    -636.5137    NA        NA 1.091215e-02
## 839           NA    NA        NA           NA
## 840    -629.8835    NA        NA 8.479853e-03
## 841           NA    NA        NA           NA
## 842    -642.4717    NA        NA 1.026094e-02
## 843           NA    NA        NA           NA
## 844    -632.6937    NA        NA 7.792582e-03
## 845           NA    NA        NA           NA
## 846    -630.8004    NA        NA 5.598306e-03
## 847           NA    NA        NA           NA
## 848    -629.9847    NA        NA 7.911535e-03
## 849           NA    NA        NA           NA
## 850    -640.0992    NA        NA 7.658376e-03
## 851           NA    NA        NA           NA
## 852    -641.5454    NA        NA 5.966906e-03
## 853           NA    NA        NA           NA
## 854    -633.2713    NA        NA 1.569814e-02
## 855           NA    NA        NA           NA
## 856    -641.3981    NA        NA 1.691610e-02
## 857           NA    NA        NA           NA
## 858    -644.1234    NA        NA 9.084853e-03
## 859           NA    NA        NA           NA
## 860    -641.5011    NA        NA 2.042014e-02
## 861           NA    NA        NA           NA
## 862    -629.9994    NA        NA 6.962917e-03
## 863           NA    NA        NA           NA
## 864    -634.7898    NA        NA 9.659104e-03
## 865           NA    NA        NA           NA
## 866    -631.0091    NA        NA 8.742523e-03
## 867           NA    NA        NA           NA
## 868    -630.3475    NA        NA 1.008841e-02
## 869           NA    NA        NA           NA
## 870    -632.7344    NA        NA 9.765457e-03
## 871           NA    NA        NA           NA
## 872    -629.9383    NA        NA 8.527821e-03
## 873           NA    NA        NA           NA
## 874    -629.8648    NA        NA 7.388596e-03
## 875           NA    NA        NA           NA
## 876    -630.4577    NA        NA 7.398808e-03
## 877           NA    NA        NA           NA
## 878    -631.4546    NA        NA 1.022030e-02
## 879           NA    NA        NA           NA
## 880    -634.5518    NA        NA 6.745303e-03
## 881           NA    NA        NA           NA
## 882    -643.0213    NA        NA 1.262497e-02
## 883           NA    NA        NA           NA
## 884    -638.0952    NA        NA 6.056230e-03
## 885           NA    NA        NA           NA
## 886    -640.1660    NA        NA 1.478320e-02
## 887           NA    NA        NA           NA
## 888    -640.0788    NA        NA 9.639660e-03
## 889           NA    NA        NA           NA
## 890    -630.1234    NA        NA 1.150820e-02
## 891           NA    NA        NA           NA
## 892    -634.0260    NA        NA 1.004501e-02
## 893           NA    NA        NA           NA
## 894    -631.9989    NA        NA 1.467966e-02
## 895           NA    NA        NA           NA
## 896    -633.1717    NA        NA 1.082374e-02
## 897           NA    NA        NA           NA
## 898    -630.6886    NA        NA 7.268104e-03
## 899           NA    NA        NA           NA
## 900    -630.6370    NA        NA 1.060751e-02
## 901           NA    NA        NA           NA
## 902    -630.1406    NA        NA 7.468308e-03
## 903           NA    NA        NA           NA
## 904    -629.6538    NA        NA 9.444315e-03
## 905           NA    NA        NA           NA
## 906    -630.9357    NA        NA 1.454769e-02
## 907           NA    NA        NA           NA
## 908    -632.7901    NA        NA 9.824039e-03
## 909           NA    NA        NA           NA
## 910    -630.2235    NA        NA 7.235147e-03
## 911           NA    NA        NA           NA
## 912    -629.9587    NA        NA 7.712558e-03
## 913           NA    NA        NA           NA
## 914    -630.1722    NA        NA 1.158114e-02
## 915           NA    NA        NA           NA
## 916    -641.7201    NA        NA 6.930361e-03
## 917           NA    NA        NA           NA
## 918    -643.0392    NA        NA 1.811439e-02
## 919           NA    NA        NA           NA
## 920    -633.0801    NA        NA 1.359122e-02
## 921           NA    NA        NA           NA
## 922    -629.6892    NA        NA 5.365288e-03
## 923           NA    NA        NA           NA
## 924    -629.4175    NA        NA 1.031546e-02
## 925           NA    NA        NA           NA
## 926    -638.7375    NA        NA 2.960692e-02
## 927           NA    NA        NA           NA
## 928    -635.5176    NA        NA 1.188651e-02
## 929           NA    NA        NA           NA
## 930    -648.5987    NA        NA 1.567852e-02
## 931           NA    NA        NA           NA
## 932    -639.0057    NA        NA 1.555899e-02
## 933           NA    NA        NA           NA
## 934    -638.8528    NA        NA 1.056950e-02
## 935           NA    NA        NA           NA
## 936    -646.5719    NA        NA 8.324773e-03
## 937           NA    NA        NA           NA
## 938    -629.7110    NA        NA 1.076918e-02
## 939           NA    NA        NA           NA
## 940    -644.0911    NA        NA 1.395097e-02
## 941           NA    NA        NA           NA
## 942    -634.5424    NA        NA 4.676795e-03
## 943           NA    NA        NA           NA
## 944    -644.8386    NA        NA 9.436189e-03
## 945           NA    NA        NA           NA
## 946    -629.6460    NA        NA 1.016191e-02
## 947           NA    NA        NA           NA
## 948    -630.1219    NA        NA 8.165866e-03
## 949           NA    NA        NA           NA
## 950    -629.4126    NA        NA 1.028134e-02
## 951           NA    NA        NA           NA
## 952    -629.3638    NA        NA 5.411378e-03
## 953           NA    NA        NA           NA
## 954    -636.9684    NA        NA 5.177160e-03
## 955           NA    NA        NA           NA
## 956    -643.5745    NA        NA 8.786564e-03
## 957           NA    NA        NA           NA
## 958    -642.5929    NA        NA 1.705027e-02
## 959           NA    NA        NA           NA
## 960    -630.3484    NA        NA 9.177382e-03
## 961           NA    NA        NA           NA
## 962    -636.3113    NA        NA 1.432996e-02
## 963           NA    NA        NA           NA
## 964    -637.1807    NA        NA 1.093609e-02
## 965           NA    NA        NA           NA
## 966    -633.1697    NA        NA 1.263049e-02
## 967           NA    NA        NA           NA
## 968    -646.9867    NA        NA 1.339408e-02
## 969           NA    NA        NA           NA
## 970    -630.8624    NA        NA 1.043500e-02
## 971           NA    NA        NA           NA
## 972    -631.0143    NA        NA 1.336367e-02
## 973           NA    NA        NA           NA
## 974    -630.9113    NA        NA 1.293553e-02
## 975           NA    NA        NA           NA
## 976    -630.2629    NA        NA 6.421919e-03
## 977           NA    NA        NA           NA
## 978    -650.0578    NA        NA 1.734216e-02
## 979           NA    NA        NA           NA
## 980    -629.4884    NA        NA 1.018338e-02
## 981           NA    NA        NA           NA
## 982    -679.7521    NA        NA 5.296945e-03
## 983           NA    NA        NA           NA
## 984    -629.2915    NA        NA 7.315253e-03
## 985           NA    NA        NA           NA
## 986    -633.3924    NA        NA 1.149693e-02
## 987           NA    NA        NA           NA
## 988    -647.7867    NA        NA 1.249681e-02
## 989           NA    NA        NA           NA
## 990    -630.2347    NA        NA 9.836213e-03
## 991           NA    NA        NA           NA
## 992    -629.6851    NA        NA 7.457052e-03
## 993           NA    NA        NA           NA
## 994    -646.7251    NA        NA 9.812346e-03
## 995           NA    NA        NA           NA
## 996    -638.7703    NA        NA 9.560431e-03
## 997           NA    NA        NA           NA
## 998    -646.7289    NA        NA 1.139236e-02
## 999           NA    NA        NA           NA
## 1000   -644.1917    NA        NA 1.065533e-02
## 1001          NA    NA        NA           NA
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## 1004   -632.7811    NA        NA 1.290920e-02
## 1005          NA    NA        NA           NA
## 1006   -630.1520    NA        NA 1.049332e-02
## 1007          NA    NA        NA           NA
## 1008   -629.7344    NA        NA 9.537874e-03
## 1009          NA    NA        NA           NA
## 1010   -630.6479    NA        NA 1.110289e-02
## 1011          NA    NA        NA           NA
## 1012   -637.0064    NA        NA 1.454412e-02
## 1013          NA    NA        NA           NA
## 1014   -629.5116    NA        NA 6.637909e-03
## 1015          NA    NA        NA           NA
## 1016   -643.8442    NA        NA 1.487796e-02
## 1017          NA    NA        NA           NA
## 1018   -643.9345    NA        NA 1.065367e-02
## 1019          NA    NA        NA           NA
## 1020   -638.1713    NA        NA 8.481844e-03
## 1021          NA    NA        NA           NA
## 1022   -636.0024    NA        NA 1.170923e-02
## 1023          NA    NA        NA           NA
## 1024   -647.6819    NA        NA 9.229822e-03
## 1025          NA    NA        NA           NA
## 1026   -629.5197    NA        NA 6.393132e-03
## 1027          NA    NA        NA           NA
## 1028   -637.7676    NA        NA 9.697092e-03
## 1029          NA    NA        NA           NA
## 1030   -640.4225    NA        NA 1.288269e-02
## 1031          NA    NA        NA           NA
## 1032   -630.1679    NA        NA 1.063871e-02
## 1033          NA    NA        NA           NA
## 1034   -642.4089    NA        NA 9.937916e-03
## 1035          NA    NA        NA           NA
## 1036   -634.7209    NA        NA 1.246795e-02
## 1037          NA    NA        NA           NA
## 1038   -629.4650    NA        NA 6.826544e-03
## 1039          NA    NA        NA           NA
## 1040   -638.0435    NA        NA 1.665295e-02
## 1041          NA    NA        NA           NA
## 1042   -647.2340    NA        NA 2.388655e-02
## 1043          NA    NA        NA           NA
## 1044   -631.0221    NA        NA 6.636882e-03
## 1045          NA    NA        NA           NA
## 1046   -646.6611    NA        NA 9.665610e-03
## 1047          NA    NA        NA           NA
## 1048   -630.7111    NA        NA 6.748964e-03
## 1049          NA    NA        NA           NA
## 1050   -630.7108    NA        NA 6.448908e-03
## 1051          NA    NA        NA           NA
## 1052   -631.8202    NA        NA 8.812694e-03
## 1053          NA    NA        NA           NA
## 1054   -630.0469    NA        NA 1.240524e-02
## 1055          NA    NA        NA           NA
## 1056   -637.7723    NA        NA 1.069401e-02
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## 1058   -644.2284    NA        NA 1.886007e-02
## 1059          NA    NA        NA           NA
## 1060   -630.1801    NA        NA 7.449459e-03
## 1061          NA    NA        NA           NA
## 1062   -629.3673    NA        NA 1.005662e-02
## 1063          NA    NA        NA           NA
## 1064   -630.8972    NA        NA 9.834737e-03
## 1065          NA    NA        NA           NA
## 1066   -631.2232    NA        NA 1.103175e-02
## 1067          NA    NA        NA           NA
## 1068   -629.9565    NA        NA 1.198328e-02
## 1069          NA    NA        NA           NA
## 1070   -699.6509    NA        NA 9.231035e-03
## 1071          NA    NA        NA           NA
## 1072   -635.9130    NA        NA 1.367066e-02
## 1073          NA    NA        NA           NA
## 1074   -630.9675    NA        NA 8.814012e-03
## 1075          NA    NA        NA           NA
## 1076   -630.1163    NA        NA 2.392314e-03
## 1077          NA    NA        NA           NA
## 1078   -634.8410    NA        NA 7.419972e-03
## 1079          NA    NA        NA           NA
## 1080   -635.1454    NA        NA 1.259305e-02
## 1081          NA    NA        NA           NA
## 1082   -630.3940    NA        NA 9.128413e-03
## 1083          NA    NA        NA           NA
## 1084   -630.8625    NA        NA 1.206070e-02
## 1085          NA    NA        NA           NA
## 1086   -646.3982    NA        NA 1.289216e-02
## 1087          NA    NA        NA           NA
## 1088   -629.9512    NA        NA 8.346839e-03
## 1089          NA    NA        NA           NA
## 1090   -631.3121    NA        NA 6.701010e-03
## 1091          NA    NA        NA           NA
## 1092   -630.0401    NA        NA 8.497121e-03
## 1093          NA    NA        NA           NA
## 1094   -633.1543    NA        NA 1.278125e-02
## 1095          NA    NA        NA           NA
## 1096   -631.9844    NA        NA 4.401031e-03
## 1097          NA    NA        NA           NA
## 1098   -648.8211    NA        NA 9.259533e-03
## 1099          NA    NA        NA           NA
## 1100   -635.3941    NA        NA 4.584119e-03
## 1101          NA    NA        NA           NA
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## 1103          NA    NA        NA           NA
## 1104   -641.0788    NA        NA 1.221522e-02
## 1105          NA    NA        NA           NA
## 1106   -631.0532    NA        NA 8.202206e-03
## 1107          NA    NA        NA           NA
## 1108   -631.9056    NA        NA 9.079483e-03
## 1109          NA    NA        NA           NA
## 1110   -649.3910    NA        NA 1.719636e-02
## 1111          NA    NA        NA           NA
## 1112   -639.7439    NA        NA 1.290126e-02
## 1113          NA    NA        NA           NA
## 1114   -630.3308    NA        NA 8.837029e-03
## 1115          NA    NA        NA           NA
## 1116   -647.6888    NA        NA 7.894272e-03
## 1117          NA    NA        NA           NA
## 1118   -630.1978    NA        NA 6.157065e-03
## 1119          NA    NA        NA           NA
## 1120   -630.5389    NA        NA 7.927950e-03
## 1121          NA    NA        NA           NA
## 1122   -633.5796    NA        NA 8.613423e-03
## 1123          NA    NA        NA           NA
## 1124   -639.7709    NA        NA 1.413969e-02
## 1125          NA    NA        NA           NA
## 1126   -632.7805    NA        NA 1.232030e-02
## 1127          NA    NA        NA           NA
## 1128   -646.9186    NA        NA 1.030129e-02
## 1129          NA    NA        NA           NA
## 1130   -630.1627    NA        NA 1.333979e-02
## 1131          NA    NA        NA           NA
## 1132   -630.1188    NA        NA 1.334592e-02
## 1133          NA    NA        NA           NA
## 1134   -678.1448    NA        NA 4.512749e-03
## 1135          NA    NA        NA           NA
## 1136   -629.4614    NA        NA 1.264895e-02
## 1137          NA    NA        NA           NA
## 1138   -639.1873    NA        NA 9.221059e-03
## 1139          NA    NA        NA           NA
## 1140   -639.1932    NA        NA 8.571188e-03
## 1141          NA    NA        NA           NA
## 1142   -629.7812    NA        NA 9.757260e-03
## 1143          NA    NA        NA           NA
## 1144   -638.6954    NA        NA 7.541712e-03
## 1145          NA    NA        NA           NA
## 1146   -643.4944    NA        NA 1.175041e-02
## 1147          NA    NA        NA           NA
## 1148   -629.8419    NA        NA 9.184360e-03
## 1149          NA    NA        NA           NA
## 1150   -645.8719    NA        NA 1.072890e-02
## 1151          NA    NA        NA           NA
## 1152   -630.2393    NA        NA 1.081012e-02
## 1153          NA    NA        NA           NA
## 1154   -632.4483    NA        NA 1.238118e-02
## 1155          NA    NA        NA           NA
## 1156   -632.0301    NA        NA 1.056853e-02
## 1157          NA    NA        NA           NA
## 1158   -676.0808    NA        NA 2.714966e-03
## 1159          NA    NA        NA           NA
## 1160   -635.8164    NA        NA 7.761661e-03
## 1161          NA    NA        NA           NA
## 1162   -629.4137    NA        NA 8.666964e-03
## 1163          NA    NA        NA           NA
## 1164   -629.6036    NA        NA 7.493855e-03
## 1165          NA    NA        NA           NA
## 1166   -629.8776    NA        NA 6.946519e-03
## 1167          NA    NA        NA           NA
## 1168   -630.3953    NA        NA 1.119023e-02
## 1169          NA    NA        NA           NA
## 1170   -639.6955    NA        NA 9.039332e-03
## 1171          NA    NA        NA           NA
## 1172   -671.5325    NA        NA 3.707004e-03
## 1173          NA    NA        NA           NA
## 1174   -634.5300    NA        NA 1.039740e-02
## 1175          NA    NA        NA           NA
## 1176   -630.1981    NA        NA 9.068185e-03
## 1177          NA    NA        NA           NA
## 1178   -701.6469    NA        NA 1.309591e-02
## 1179          NA    NA        NA           NA
## 1180   -629.7927    NA        NA 7.645174e-03
## 1181          NA    NA        NA           NA
## 1182   -637.2210    NA        NA 9.660383e-03
## 1183          NA    NA        NA           NA
## 1184   -638.1771    NA        NA 7.850591e-03
## 1185          NA    NA        NA           NA
## 1186   -629.2257    NA        NA 5.847102e-03
## 1187          NA    NA        NA           NA
## 1188   -643.5509    NA        NA 1.802959e-02
## 1189          NA    NA        NA           NA
## 1190   -635.3609    NA        NA 9.027652e-03
## 1191          NA    NA        NA           NA
## 1192   -629.7382    NA        NA 6.466630e-03
## 1193          NA    NA        NA           NA
## 1194   -629.4253    NA        NA 7.212379e-03
## 1195          NA    NA        NA           NA
## 1196   -629.4706    NA        NA 9.677037e-03
## 1197          NA    NA        NA           NA
## 1198   -645.5696    NA        NA 1.359015e-02
## 1199          NA    NA        NA           NA
## 1200   -689.4854    NA        NA 4.574103e-03
## 1201          NA    NA        NA           NA
## 1202   -658.9232    NA        NA 3.710640e-03
## 1203          NA    NA        NA           NA
## 1204   -642.8689    NA        NA 7.121767e-03
## 1205          NA    NA        NA           NA
## 1206   -639.9094    NA        NA 8.849727e-03
## 1207          NA    NA        NA           NA
## 1208   -629.7075    NA        NA 1.450390e-02
## 1209          NA    NA        NA           NA
## 1210   -633.2586    NA        NA 9.872412e-03
## 1211          NA    NA        NA           NA
## 1212   -633.8212    NA        NA 1.377573e-02
## 1213          NA    NA        NA           NA
## 1214   -647.4309    NA        NA 1.235932e-02
## 1215          NA    NA        NA           NA
## 1216   -629.6916    NA        NA 8.555229e-03
## 1217          NA    NA        NA           NA
## 1218   -631.7916    NA        NA 1.236238e-02
## 1219          NA    NA        NA           NA
## 1220   -637.9607    NA        NA 8.586714e-03
## 1221          NA    NA        NA           NA
## 1222   -631.1764    NA        NA 1.144258e-02
## 1223          NA    NA        NA           NA
## 1224   -629.9005    NA        NA 8.223797e-03
## 1225          NA    NA        NA           NA
## 1226   -714.1910    NA        NA 1.042595e-02
## 1227          NA    NA        NA           NA
## 1228   -629.2359    NA        NA 9.770109e-03
## 1229          NA    NA        NA           NA
## 1230   -649.8388    NA        NA 1.301096e-02
## 1231          NA    NA        NA           NA
## 1232   -630.2159    NA        NA 1.014880e-02
## 1233          NA    NA        NA           NA
## 1234   -632.3294    NA        NA 1.242170e-02
## 1235          NA    NA        NA           NA
## 1236   -639.2939    NA        NA 1.440684e-02
## 1237          NA    NA        NA           NA
## 1238   -631.6432    NA        NA 1.182092e-02
## 1239          NA    NA        NA           NA
## 1240   -630.2111    NA        NA 9.686986e-03
## 1241          NA    NA        NA           NA
## 1242   -631.5019    NA        NA 1.437616e-02
## 1243          NA    NA        NA           NA
## 1244   -630.4564    NA        NA 7.205096e-03
## 1245          NA    NA        NA           NA
## 1246   -708.1707    NA        NA 3.076514e-02
## 1247          NA    NA        NA           NA
## 1248   -629.8014    NA        NA 7.152892e-03
## 1249          NA    NA        NA           NA
## 1250   -638.2037    NA        NA 1.109635e-02
## 1251          NA    NA        NA           NA
## 1252   -629.7099    NA        NA 6.443081e-03
## 1253          NA    NA        NA           NA
## 1254   -630.0557    NA        NA 1.043146e-02
## 1255          NA    NA        NA           NA
## 1256   -629.2702    NA        NA 1.158513e-02
## 1257          NA    NA        NA           NA
## 1258   -636.7288    NA        NA 1.108096e-02
## 1259          NA    NA        NA           NA
## 1260   -637.3374    NA        NA 9.635410e-03
## 1261          NA    NA        NA           NA
## 1262   -648.4638    NA        NA 6.998936e-03
## 1263          NA    NA        NA           NA
## 1264   -629.6127    NA        NA 3.429837e-03
## 1265          NA    NA        NA           NA
## 1266   -635.6279    NA        NA 9.965278e-03
## 1267          NA    NA        NA           NA
## 1268   -637.1305    NA        NA 9.728765e-03
## 1269          NA    NA        NA           NA
## 1270   -629.8639    NA        NA 8.871749e-03
## 1271          NA    NA        NA           NA
## 1272   -638.6674    NA        NA 1.298099e-02
## 1273          NA    NA        NA           NA
## 1274   -635.5385    NA        NA 1.136129e-02
## 1275          NA    NA        NA           NA
## 1276   -636.8624    NA        NA 1.025134e-02
## 1277          NA    NA        NA           NA
## 1278   -629.5793    NA        NA 6.922714e-03
## 1279          NA    NA        NA           NA
## 1280   -630.2607    NA        NA 9.008517e-03
## 1281          NA    NA        NA           NA
## 1282   -688.4249    NA        NA 1.000919e-02
## 1283          NA    NA        NA           NA
## 1284   -638.8405    NA        NA 1.204777e-02
## 1285          NA    NA        NA           NA
## 1286   -688.3996    NA        NA 4.611816e-03
## 1287          NA    NA        NA           NA
## 1288   -629.3664    NA        NA 6.609904e-03
## 1289          NA    NA        NA           NA
## 1290   -643.3438    NA        NA 6.291736e-03
## 1291          NA    NA        NA           NA
## 1292   -636.4044    NA        NA 8.412065e-03
## 1293          NA    NA        NA           NA
## 1294   -629.7566    NA        NA 1.158444e-02
## 1295          NA    NA        NA           NA
## 1296   -642.9519    NA        NA 7.284751e-03
## 1297          NA    NA        NA           NA
## 1298   -630.3748    NA        NA 1.046225e-02
## 1299          NA    NA        NA           NA
## 1300   -630.0918    NA        NA 9.969609e-03
## 1301          NA    NA        NA           NA
## 1302   -633.9211    NA        NA 9.561871e-03
## 1303          NA    NA        NA           NA
## 1304   -700.8376    NA        NA 4.302796e-03
## 1305          NA    NA        NA           NA
## 1306   -629.9468    NA        NA 7.432742e-03
## 1307          NA    NA        NA           NA
## 1308   -641.6615    NA        NA 6.965712e-03
## 1309          NA    NA        NA           NA
## 1310   -630.8885    NA        NA 9.610880e-03
## 1311          NA    NA        NA           NA
## 1312   -630.7257    NA        NA 1.516611e-02
## 1313          NA    NA        NA           NA
## 1314   -630.1857    NA        NA 7.241034e-03
## 1315          NA    NA        NA           NA
## 1316   -629.3967    NA        NA 8.301056e-03
## 1317          NA    NA        NA           NA
## 1318   -636.8061    NA        NA 9.531321e-03
## 1319          NA    NA        NA           NA
## 1320   -630.7308    NA        NA 5.581084e-03
## 1321          NA    NA        NA           NA
## 1322   -633.1538    NA        NA 6.607602e-03
## 1323          NA    NA        NA           NA
## 1324   -629.4580    NA        NA 8.493066e-03
## 1325          NA    NA        NA           NA
## 1326   -635.1052    NA        NA 5.891469e-03
## 1327          NA    NA        NA           NA
## 1328   -629.7038    NA        NA 8.134155e-03
## 1329          NA    NA        NA           NA
## 1330   -629.3681    NA        NA 8.324724e-03
## 1331          NA    NA        NA           NA
## 1332   -635.0021    NA        NA 7.362567e-03
## 1333          NA    NA        NA           NA
## 1334   -638.4568    NA        NA 1.061774e-02
## 1335          NA    NA        NA           NA
## 1336   -631.7928    NA        NA 1.186245e-02
## 1337          NA    NA        NA           NA
## 1338   -634.3830    NA        NA 1.353163e-02
## 1339          NA    NA        NA           NA
## 1340   -634.6780    NA        NA 1.166088e-02
## 1341          NA    NA        NA           NA
## 1342   -655.2031    NA        NA 4.517207e-03
## 1343          NA    NA        NA           NA
## 1344   -641.2985    NA        NA 1.274791e-02
## 1345          NA    NA        NA           NA
## 1346   -629.7050    NA        NA 7.686337e-03
## 1347          NA    NA        NA           NA
## 1348   -634.8557    NA        NA 1.374673e-02
## 1349          NA    NA        NA           NA
## 1350   -633.2642    NA        NA 1.420295e-02
## 1351          NA    NA        NA           NA
## 1352   -630.9458    NA        NA 1.186150e-02
## 1353          NA    NA        NA           NA
## 1354   -631.6743    NA        NA 1.014846e-02
## 1355          NA    NA        NA           NA
## 1356   -631.1833    NA        NA 1.014039e-02
## 1357          NA    NA        NA           NA
## 1358   -630.8485    NA        NA 9.620369e-03
## 1359          NA    NA        NA           NA
## 1360   -630.9222    NA        NA 1.103361e-02
## 1361          NA    NA        NA           NA
## 1362   -630.9886    NA        NA 8.049087e-03
## 1363          NA    NA        NA           NA
## 1364   -644.2738    NA        NA 7.697885e-03
## 1365          NA    NA        NA           NA
## 1366   -650.3858    NA        NA 3.158555e-02
## 1367          NA    NA        NA           NA
## 1368   -631.7335    NA        NA 6.050126e-03
## 1369          NA    NA        NA           NA
## 1370   -635.8757    NA        NA 1.740949e-02
## 1371          NA    NA        NA           NA
## 1372   -642.8066    NA        NA 9.433016e-03
## 1373          NA    NA        NA           NA
## 1374   -630.1583    NA        NA 5.937979e-03
## 1375          NA    NA        NA           NA
## 1376   -639.0466    NA        NA 1.131727e-02
## 1377          NA    NA        NA           NA
## 1378   -630.4954    NA        NA 1.015628e-02
## 1379          NA    NA        NA           NA
## 1380   -632.5382    NA        NA 1.302871e-02
## 1381          NA    NA        NA           NA
## 1382   -630.5566    NA        NA 1.086840e-02
## 1383          NA    NA        NA           NA
## 1384   -636.4270    NA        NA 9.648435e-03
## 1385          NA    NA        NA           NA
## 1386   -630.7215    NA        NA 1.319150e-02
## 1387          NA    NA        NA           NA
## 1388   -629.7123    NA        NA 8.515430e-03
## 1389          NA    NA        NA           NA
## 1390   -637.9725    NA        NA 8.295179e-03
## 1391          NA    NA        NA           NA
## 1392   -641.6059    NA        NA 1.510734e-02
## 1393          NA    NA        NA           NA
## 1394   -630.9096    NA        NA 1.104558e-02
## 1395          NA    NA        NA           NA
## 1396   -631.4563    NA        NA 8.377371e-03
## 1397          NA    NA        NA           NA
## 1398   -632.3078    NA        NA 1.178956e-02
## 1399          NA    NA        NA           NA
## 1400   -645.2062    NA        NA 1.054664e-02
## 1401          NA    NA        NA           NA
## 1402   -631.9561    NA        NA 1.072828e-02
## 1403          NA    NA        NA           NA
## 1404   -630.4171    NA        NA 8.871189e-03
## 1405          NA    NA        NA           NA
## 1406   -630.0150    NA        NA 8.717084e-03
## 1407          NA    NA        NA           NA
## 1408   -631.9162    NA        NA 7.158001e-03
## 1409          NA    NA        NA           NA
## 1410   -646.7623    NA        NA 1.308330e-02
## 1411          NA    NA        NA           NA
## 1412   -644.4953    NA        NA 9.213993e-03
## 1413          NA    NA        NA           NA
## 1414   -629.6207    NA        NA 9.183241e-03
## 1415          NA    NA        NA           NA
## 1416   -629.6609    NA        NA 6.321196e-03
## 1417          NA    NA        NA           NA
## 1418   -630.8018    NA        NA 9.982599e-03
## 1419          NA    NA        NA           NA
## 1420   -637.1984    NA        NA 7.889671e-03
## 1421          NA    NA        NA           NA
## 1422   -629.5343    NA        NA 9.201552e-03
## 1423          NA    NA        NA           NA
## 1424   -670.8546    NA        NA 2.592175e-03
## 1425          NA    NA        NA           NA
## 1426   -630.2583    NA        NA 1.169955e-02
## 1427          NA    NA        NA           NA
## 1428   -757.2198    NA        NA 2.728861e-03
## 1429          NA    NA        NA           NA
## 1430   -641.6274    NA        NA 1.200128e-02
## 1431          NA    NA        NA           NA
## 1432   -630.3890    NA        NA 7.471436e-03
## 1433          NA    NA        NA           NA
## 1434   -630.2371    NA        NA 9.566283e-03
## 1435          NA    NA        NA           NA
## 1436   -639.3422    NA        NA 3.775316e-03
## 1437          NA    NA        NA           NA
## 1438   -650.5915    NA        NA 8.995120e-03
## 1439          NA    NA        NA           NA
## 1440   -634.4196    NA        NA 6.811075e-03
## 1441          NA    NA        NA           NA
## 1442   -636.7168    NA        NA 1.370539e-02
## 1443          NA    NA        NA           NA
## 1444   -629.5013    NA        NA 4.269168e-03
## 1445          NA    NA        NA           NA
## 1446   -630.4431    NA        NA 1.244712e-02
## 1447          NA    NA        NA           NA
## 1448   -660.3903    NA        NA 5.414975e-03
## 1449          NA    NA        NA           NA
## 1450   -632.0316    NA        NA 1.447382e-02
## 1451          NA    NA        NA           NA
## 1452   -640.8160    NA        NA 1.521552e-02
## 1453          NA    NA        NA           NA
## 1454   -630.5736    NA        NA 9.255508e-03
## 1455          NA    NA        NA           NA
## 1456   -643.6164    NA        NA 1.370111e-02
## 1457          NA    NA        NA           NA
## 1458   -629.7087    NA        NA 9.136810e-03
## 1459          NA    NA        NA           NA
## 1460   -629.8135    NA        NA 7.711878e-03
## 1461          NA    NA        NA           NA
## 1462   -631.2536    NA        NA 4.826400e-03
## 1463          NA    NA        NA           NA
## 1464   -630.4261    NA        NA 6.703065e-03
## 1465          NA    NA        NA           NA
## 1466   -629.2289    NA        NA 1.183879e-02
## 1467          NA    NA        NA           NA
## 1468   -634.4435    NA        NA 1.111508e-02
## 1469          NA    NA        NA           NA
## 1470   -645.1884    NA        NA 7.920910e-03
## 1471          NA    NA        NA           NA
## 1472   -638.2604    NA        NA 1.053321e-02
## 1473          NA    NA        NA           NA
## 1474   -632.3516    NA        NA 1.047135e-02
## 1475          NA    NA        NA           NA
## 1476   -637.5778    NA        NA 1.380089e-02
## 1477          NA    NA        NA           NA
## 1478   -630.1061    NA        NA 9.101148e-03
## 1479          NA    NA        NA           NA
## 1480   -629.6571    NA        NA 1.169527e-02
## 1481          NA    NA        NA           NA
## 1482   -629.7336    NA        NA 9.500321e-03
## 1483          NA    NA        NA           NA
## 1484   -630.2007    NA        NA 7.517168e-03
## 1485          NA    NA        NA           NA
## 1486   -639.0360    NA        NA 1.270920e-02
## 1487          NA    NA        NA           NA
## 1488   -635.8097    NA        NA 1.080784e-02
## 1489          NA    NA        NA           NA
## 1490   -631.7742    NA        NA 1.045198e-02
## 1491          NA    NA        NA           NA
## 1492   -629.7777    NA        NA 5.168923e-03
## 1493          NA    NA        NA           NA
## 1494   -634.9360    NA        NA 1.228374e-02
## 1495          NA    NA        NA           NA
## 1496   -631.1636    NA        NA 5.780116e-03
## 1497          NA    NA        NA           NA
## 1498   -635.2212    NA        NA 1.218805e-02
## 1499          NA    NA        NA           NA
## 1500   -647.3810    NA        NA 5.950638e-03
## 1501          NA    NA        NA           NA
## 1502   -680.3841    NA        NA 2.640755e-03
## 1503          NA    NA        NA           NA
## 1504   -640.8766    NA        NA 1.432634e-02
## 1505          NA    NA        NA           NA
## 1506   -630.6721    NA        NA 9.499870e-03
## 1507          NA    NA        NA           NA
## 1508   -629.5241    NA        NA 7.396416e-03
## 1509          NA    NA        NA           NA
## 1510   -636.1034    NA        NA 1.065075e-02
## 1511          NA    NA        NA           NA
## 1512   -629.9451    NA        NA 6.978859e-03
## 1513          NA    NA        NA           NA
## 1514   -633.8994    NA        NA 8.515582e-03
## 1515          NA    NA        NA           NA
## 1516   -632.5256    NA        NA 6.360531e-03
## 1517          NA    NA        NA           NA
## 1518   -645.0664    NA        NA 1.355700e-02
## 1519          NA    NA        NA           NA
## 1520   -639.0223    NA        NA 1.196626e-02
## 1521          NA    NA        NA           NA
## 1522   -629.4911    NA        NA 7.846055e-03
## 1523          NA    NA        NA           NA
## 1524   -631.3586    NA        NA 1.312621e-02
## 1525          NA    NA        NA           NA
## 1526   -630.2589    NA        NA 9.395785e-03
## 1527          NA    NA        NA           NA
## 1528   -632.2622    NA        NA 2.464696e-02
## 1529          NA    NA        NA           NA
## 1530   -640.5622    NA        NA 9.366080e-03
## 1531          NA    NA        NA           NA
## 1532   -673.4162    NA        NA 4.158492e-03
## 1533          NA    NA        NA           NA
## 1534   -631.3701    NA        NA 1.594435e-02
## 1535          NA    NA        NA           NA
## 1536   -629.3863    NA        NA 7.500620e-03
## 1537          NA    NA        NA           NA
## 1538   -630.2608    NA        NA 8.714383e-03
## 1539          NA    NA        NA           NA
## 1540   -631.8802    NA        NA 9.610417e-03
## 1541          NA    NA        NA           NA
## 1542   -635.6197    NA        NA 1.625206e-02
## 1543          NA    NA        NA           NA
## 1544   -629.9844    NA        NA 1.066399e-02
## 1545          NA    NA        NA           NA
## 1546   -635.7284    NA        NA 4.139005e-03
## 1547          NA    NA        NA           NA
## 1548   -629.9345    NA        NA 9.581349e-03
## 1549          NA    NA        NA           NA
## 1550   -641.9182    NA        NA 1.486329e-02
## 1551          NA    NA        NA           NA
## 1552   -635.2383    NA        NA 8.126146e-03
## 1553          NA    NA        NA           NA
## 1554   -635.0307    NA        NA 7.335133e-03
## 1555          NA    NA        NA           NA
## 1556   -630.2377    NA        NA 1.127132e-02
## 1557          NA    NA        NA           NA
## 1558   -629.4093    NA        NA 8.906444e-03
## 1559          NA    NA        NA           NA
## 1560   -633.0049    NA        NA 9.699572e-03
## 1561          NA    NA        NA           NA
## 1562   -634.8519    NA        NA 9.727188e-03
## 1563          NA    NA        NA           NA
## 1564   -631.4215    NA        NA 8.983157e-03
## 1565          NA    NA        NA           NA
## 1566   -635.5855    NA        NA 7.538743e-03
## 1567          NA    NA        NA           NA
## 1568   -630.4012    NA        NA 8.021492e-03
## 1569          NA    NA        NA           NA
## 1570   -629.5162    NA        NA 6.176652e-03
## 1571          NA    NA        NA           NA
## 1572   -636.6735    NA        NA 8.597774e-03
## 1573          NA    NA        NA           NA
## 1574   -639.5002    NA        NA 8.369235e-03
## 1575          NA    NA        NA           NA
## 1576   -630.3554    NA        NA 1.100026e-02
## 1577          NA    NA        NA           NA
## 1578   -648.0289    NA        NA 1.217669e-02
## 1579          NA    NA        NA           NA
## 1580   -630.0057    NA        NA 5.282351e-03
## 1581          NA    NA        NA           NA
## 1582   -638.8713    NA        NA 9.516745e-03
## 1583          NA    NA        NA           NA
## 1584   -631.1867    NA        NA 1.186183e-02
## 1585          NA    NA        NA           NA
## 1586   -629.9227    NA        NA 7.067055e-03
## 1587          NA    NA        NA           NA
## 1588   -630.1950    NA        NA 8.378164e-03
## 1589          NA    NA        NA           NA
## 1590   -756.6880    NA        NA 1.333729e-03
## 1591          NA    NA        NA           NA
## 1592   -714.3292    NA        NA 6.245392e-03
## 1593          NA    NA        NA           NA
## 1594   -643.8759    NA        NA 9.253272e-03
## 1595          NA    NA        NA           NA
## 1596   -633.7421    NA        NA 9.914297e-03
## 1597          NA    NA        NA           NA
## 1598   -632.7028    NA        NA 8.004946e-03
## 1599          NA    NA        NA           NA
## 1600   -641.4860    NA        NA 1.088785e-02
## 1601          NA    NA        NA           NA
## 1602   -632.3955    NA        NA 1.088786e-02
## 1603          NA    NA        NA           NA
## 1604   -632.3228    NA        NA 5.375430e-03
## 1605          NA    NA        NA           NA
## 1606   -631.7907    NA        NA 8.893333e-03
## 1607          NA    NA        NA           NA
## 1608   -644.1337    NA        NA 1.187660e-02
## 1609          NA    NA        NA           NA
## 1610   -645.0692    NA        NA 1.779253e-02
## 1611          NA    NA        NA           NA
## 1612   -638.3438    NA        NA 1.685958e-02
## 1613          NA    NA        NA           NA
## 1614   -636.5255    NA        NA 1.001877e-02
## 1615          NA    NA        NA           NA
## 1616  -2961.9830    NA        NA 3.729937e-01
## 1617          NA    NA        NA           NA
## 1618   -639.6967    NA        NA 7.423761e-03
## 1619          NA    NA        NA           NA
## 1620   -632.9274    NA        NA 1.706100e-02
## 1621          NA    NA        NA           NA
## 1622   -630.6787    NA        NA 1.288814e-02
## 1623          NA    NA        NA           NA
## 1624   -630.1711    NA        NA 1.051733e-02
## 1625          NA    NA        NA           NA
## 1626   -629.7345    NA        NA 8.309156e-03
## 1627          NA    NA        NA           NA
## 1628   -633.9927    NA        NA 9.374019e-03
## 1629          NA    NA        NA           NA
## 1630   -637.1652    NA        NA 1.718130e-02
## 1631          NA    NA        NA           NA
## 1632   -632.8338    NA        NA 7.561254e-03
## 1633          NA    NA        NA           NA
## 1634   -634.1191    NA        NA 8.835721e-03
## 1635          NA    NA        NA           NA
## 1636   -638.4986    NA        NA 7.792722e-03
## 1637          NA    NA        NA           NA
## 1638   -693.7342    NA        NA 2.178063e-02
## 1639          NA    NA        NA           NA
## 1640   -672.4253    NA        NA 3.244656e-03
## 1641          NA    NA        NA           NA
## 1642   -629.4446    NA        NA 1.090546e-02
## 1643          NA    NA        NA           NA
## 1644   -632.1146    NA        NA 1.084327e-02
## 1645          NA    NA        NA           NA
## 1646   -636.3541    NA        NA 1.242608e-02
## 1647          NA    NA        NA           NA
## 1648   -638.9735    NA        NA 8.943283e-03
## 1649          NA    NA        NA           NA
## 1650   -629.6560    NA        NA 1.028188e-02
## 1651          NA    NA        NA           NA
## 1652   -633.1655    NA        NA 1.003745e-02
## 1653          NA    NA        NA           NA
## 1654   -630.4224    NA        NA 1.099409e-02
## 1655          NA    NA        NA           NA
## 1656   -641.1354    NA        NA 1.446836e-02
## 1657          NA    NA        NA           NA
## 1658   -629.8366    NA        NA 1.078953e-02
## 1659          NA    NA        NA           NA
## 1660   -629.3985    NA        NA 1.050242e-02
## 1661          NA    NA        NA           NA
## 1662   -629.2233    NA        NA 9.707463e-03
## 1663          NA    NA        NA           NA
## 1664   -630.9876    NA        NA 6.587911e-03
## 1665          NA    NA        NA           NA
## 1666   -629.6755    NA        NA 6.402312e-03
## 1667          NA    NA        NA           NA
## 1668   -639.0043    NA        NA 6.037416e-03
## 1669          NA    NA        NA           NA
## 1670   -630.5354    NA        NA 1.089678e-02
## 1671          NA    NA        NA           NA
## 1672   -629.7830    NA        NA 1.272809e-02
## 1673          NA    NA        NA           NA
## 1674   -629.9228    NA        NA 8.476171e-03
## 1675          NA    NA        NA           NA
## 1676   -632.7550    NA        NA 1.024499e-02
## 1677          NA    NA        NA           NA
## 1678   -632.1415    NA        NA 1.675185e-02
## 1679          NA    NA        NA           NA
## 1680   -648.5199    NA        NA 9.064208e-03
## 1681          NA    NA        NA           NA
## 1682   -635.8953    NA        NA 7.112855e-03
## 1683          NA    NA        NA           NA
## 1684   -630.6117    NA        NA 1.427404e-02
## 1685          NA    NA        NA           NA
## 1686   -669.5653    NA        NA 5.202896e-03
## 1687          NA    NA        NA           NA
## 1688   -633.3854    NA        NA 1.596018e-02
## 1689          NA    NA        NA           NA
## 1690   -629.5427    NA        NA 9.277911e-03
## 1691          NA    NA        NA           NA
## 1692   -631.9358    NA        NA 1.714800e-02
## 1693          NA    NA        NA           NA
## 1694   -634.9530    NA        NA 1.665397e-02
## 1695          NA    NA        NA           NA
## 1696   -636.7951    NA        NA 8.073704e-03
## 1697          NA    NA        NA           NA
## 1698   -639.3567    NA        NA 8.807081e-03
## 1699          NA    NA        NA           NA
## 1700   -635.9578    NA        NA 1.213187e-02
## 1701          NA    NA        NA           NA
## 1702   -630.6299    NA        NA 1.229931e-02
## 1703          NA    NA        NA           NA
## 1704   -644.1764    NA        NA 1.000288e-02
## 1705          NA    NA        NA           NA
## 1706   -638.1366    NA        NA 7.360020e-03
## 1707          NA    NA        NA           NA
## 1708   -710.9767    NA        NA 3.873315e+00
## 1709          NA    NA        NA           NA
## 1710   -693.1897    NA        NA 3.572598e-03
## 1711          NA    NA        NA           NA
## 1712   -629.4355    NA        NA 5.683089e-03
## 1713          NA    NA        NA           NA
## 1714   -639.3923    NA        NA 1.331013e-02
## 1715          NA    NA        NA           NA
## 1716   -629.6981    NA        NA 4.231639e-03
## 1717          NA    NA        NA           NA
## 1718   -649.9385    NA        NA 8.374561e-03
## 1719          NA    NA        NA           NA
## 1720   -640.3088    NA        NA 1.463448e-02
## 1721          NA    NA        NA           NA
## 1722   -636.7689    NA        NA 9.943326e-03
## 1723          NA    NA        NA           NA
## 1724   -634.9406    NA        NA 9.813611e-03
## 1725          NA    NA        NA           NA
## 1726   -629.4129    NA        NA 1.058949e-02
## 1727          NA    NA        NA           NA
## 1728   -632.9211    NA        NA 9.853874e-03
## 1729          NA    NA        NA           NA
## 1730   -630.6770    NA        NA 1.110335e-02
## 1731          NA    NA        NA           NA
## 1732   -643.6762    NA        NA 7.585714e-03
## 1733          NA    NA        NA           NA
## 1734   -633.3222    NA        NA 1.068625e-02
## 1735          NA    NA        NA           NA
## 1736   -629.3382    NA        NA 1.214761e-02
## 1737          NA    NA        NA           NA
## 1738   -636.6060    NA        NA 5.649938e-03
## 1739          NA    NA        NA           NA
## 1740   -642.2278    NA        NA 8.574400e-03
## 1741          NA    NA        NA           NA
## 1742   -629.4863    NA        NA 6.129671e-03
## 1743          NA    NA        NA           NA
## 1744   -630.5020    NA        NA 9.767098e-03
## 1745          NA    NA        NA           NA
## 1746   -638.1429    NA        NA 7.386714e-03
## 1747          NA    NA        NA           NA
## 1748   -637.0928    NA        NA 1.325477e-02
## 1749          NA    NA        NA           NA
## 1750   -630.3806    NA        NA 7.327397e-03
## 1751          NA    NA        NA           NA
## 1752   -629.4916    NA        NA 9.775790e-03
## 1753          NA    NA        NA           NA
## 1754   -636.2745    NA        NA 5.993376e-03
## 1755          NA    NA        NA           NA
## 1756   -630.0483    NA        NA 5.027418e-03
## 1757          NA    NA        NA           NA
## 1758   -641.1944    NA        NA 5.994585e-03
## 1759          NA    NA        NA           NA
## 1760   -636.4107    NA        NA 8.715121e-03
## 1761          NA    NA        NA           NA
## 1762   -630.2299    NA        NA 7.812636e-03
## 1763          NA    NA        NA           NA
## 1764   -631.0135    NA        NA 1.111734e-02
## 1765          NA    NA        NA           NA
## 1766   -630.5315    NA        NA 1.028446e-02
## 1767          NA    NA        NA           NA
## 1768   -643.5937    NA        NA 1.423808e-02
## 1769          NA    NA        NA           NA
## 1770   -641.6240    NA        NA 1.140263e-02
## 1771          NA    NA        NA           NA
## 1772   -631.8223    NA        NA 1.585707e-02
## 1773          NA    NA        NA           NA
## 1774   -629.5837    NA        NA 1.237338e-02
## 1775          NA    NA        NA           NA
## 1776   -629.5453    NA        NA 7.853208e-03
## 1777          NA    NA        NA           NA
## 1778   -667.5209    NA        NA 3.092521e-03
## 1779          NA    NA        NA           NA
## 1780   -631.7170    NA        NA 1.110156e-02
## 1781          NA    NA        NA           NA
## 1782   -629.7774    NA        NA 6.737230e-03
## 1783          NA    NA        NA           NA
## 1784   -630.8868    NA        NA 5.547114e-03
## 1785          NA    NA        NA           NA
## 1786   -634.8965    NA        NA 1.493430e-02
## 1787          NA    NA        NA           NA
## 1788   -630.8341    NA        NA 1.030419e-02
## 1789          NA    NA        NA           NA
## 1790   -641.4890    NA        NA 9.032865e-03
## 1791          NA    NA        NA           NA
## 1792   -630.6212    NA        NA 1.026621e-02
## 1793          NA    NA        NA           NA
## 1794   -631.9451    NA        NA 1.179375e-02
## 1795          NA    NA        NA           NA
## 1796   -634.6685    NA        NA 1.134683e-02
## 1797          NA    NA        NA           NA
## 1798   -630.2237    NA        NA 1.129104e-02
## 1799          NA    NA        NA           NA
## 1800   -630.4963    NA        NA 5.516252e-03
## 1801          NA    NA        NA           NA
## 1802   -629.4421    NA        NA 7.094660e-03
## 1803          NA    NA        NA           NA
## 1804   -630.3606    NA        NA 1.125696e-02
## 1805          NA    NA        NA           NA
## 1806   -630.6610    NA        NA 1.134078e-02
## 1807          NA    NA        NA           NA
## 1808   -631.2633    NA        NA 9.271415e-03
## 1809          NA    NA        NA           NA
## 1810   -639.6076    NA        NA 9.603256e-03
## 1811          NA    NA        NA           NA
## 1812   -639.2565    NA        NA 1.477552e-02
## 1813          NA    NA        NA           NA
## 1814   -635.5406    NA        NA 9.283133e-03
## 1815          NA    NA        NA           NA
## 1816   -630.0361    NA        NA 9.334915e-03
## 1817          NA    NA        NA           NA
## 1818   -648.6877    NA        NA 1.071411e-02
## 1819          NA    NA        NA           NA
## 1820   -632.2199    NA        NA 1.590853e-02
## 1821          NA    NA        NA           NA
## 1822   -684.9529    NA        NA 1.656356e-03
## 1823          NA    NA        NA           NA
## 1824   -629.2723    NA        NA 4.727367e-03
## 1825          NA    NA        NA           NA
## 1826   -635.3445    NA        NA 1.251796e-02
## 1827          NA    NA        NA           NA
## 1828   -635.9671    NA        NA 1.135173e-02
## 1829          NA    NA        NA           NA
## 1830   -689.1757    NA        NA 2.222700e-03
## 1831          NA    NA        NA           NA
## 1832   -630.3092    NA        NA 8.225925e-03
## 1833          NA    NA        NA           NA
## 1834   -630.3739    NA        NA 9.365575e-03
## 1835          NA    NA        NA           NA
## 1836   -636.7024    NA        NA 8.379661e-03
## 1837          NA    NA        NA           NA
## 1838   -630.5110    NA        NA 8.889022e-03
## 1839          NA    NA        NA           NA
## 1840   -631.2551    NA        NA 9.441424e-03
## 1841          NA    NA        NA           NA
## 1842   -630.2557    NA        NA 7.766836e-03
## 1843          NA    NA        NA           NA
## 1844   -636.8893    NA        NA 1.085740e-02
## 1845          NA    NA        NA           NA
## 1846   -631.3559    NA        NA 1.211594e-02
## 1847          NA    NA        NA           NA
## 1848   -641.8713    NA        NA 1.287734e-02
## 1849          NA    NA        NA           NA
## 1850   -632.1430    NA        NA 1.094956e-02
## 1851          NA    NA        NA           NA
## 1852   -636.6451    NA        NA 1.118441e-02
## 1853          NA    NA        NA           NA
## 1854   -632.0899    NA        NA 1.170311e-02
## 1855          NA    NA        NA           NA
## 1856   -634.0445    NA        NA 1.043022e-02
## 1857          NA    NA        NA           NA
## 1858   -629.9937    NA        NA 1.220768e-02
## 1859          NA    NA        NA           NA
## 1860   -630.1033    NA        NA 5.804171e-03
## 1861          NA    NA        NA           NA
## 1862   -632.2027    NA        NA 9.320955e-03
## 1863          NA    NA        NA           NA
## 1864   -630.6216    NA        NA 7.956185e-03
## 1865          NA    NA        NA           NA
## 1866   -630.9564    NA        NA 6.499480e-03
## 1867          NA    NA        NA           NA
## 1868   -629.6344    NA        NA 6.001951e-03
## 1869          NA    NA        NA           NA
## 1870   -629.4133    NA        NA 8.531157e-03
## 1871          NA    NA        NA           NA
## 1872   -637.7265    NA        NA 1.283228e-02
## 1873          NA    NA        NA           NA
## 1874   -643.8104    NA        NA 7.546770e-03
## 1875          NA    NA        NA           NA
## 1876   -630.7112    NA        NA 9.283185e-03
## 1877          NA    NA        NA           NA
## 1878   -630.0259    NA        NA 8.821854e-03
## 1879          NA    NA        NA           NA
## 1880   -638.9116    NA        NA 1.066711e-02
## 1881          NA    NA        NA           NA
## 1882   -629.5874    NA        NA 5.653333e-03
## 1883          NA    NA        NA           NA
## 1884   -633.3812    NA        NA 1.331718e-02
## 1885          NA    NA        NA           NA
## 1886   -630.4571    NA        NA 5.251294e-03
## 1887          NA    NA        NA           NA
## 1888   -639.3247    NA        NA 7.896791e-03
## 1889          NA    NA        NA           NA
## 1890   -643.2934    NA        NA 3.706485e-02
## 1891          NA    NA        NA           NA
## 1892   -630.2293    NA        NA 1.096640e-02
## 1893          NA    NA        NA           NA
## 1894   -629.2789    NA        NA 6.781982e-03
## 1895          NA    NA        NA           NA
## 1896   -629.8887    NA        NA 9.138707e-03
## 1897          NA    NA        NA           NA
## 1898   -629.9515    NA        NA 8.962516e-03
## 1899          NA    NA        NA           NA
## 1900   -668.2537    NA        NA 4.396679e-03
## 1901          NA    NA        NA           NA
## 1902   -634.9288    NA        NA 9.540342e-03
## 1903          NA    NA        NA           NA
## 1904   -633.5571    NA        NA 1.170107e-02
## 1905          NA    NA        NA           NA
## 1906   -629.8697    NA        NA 7.865770e-03
## 1907          NA    NA        NA           NA
## 1908   -639.7601    NA        NA 9.661624e-03
## 1909          NA    NA        NA           NA
## 1910   -629.5331    NA        NA 5.819086e-03
## 1911          NA    NA        NA           NA
## 1912   -631.8623    NA        NA 9.520461e-03
## 1913          NA    NA        NA           NA
## 1914   -639.3779    NA        NA 1.287742e-02
## 1915          NA    NA        NA           NA
## 1916   -633.8502    NA        NA 1.011903e-02
## 1917          NA    NA        NA           NA
## 1918   -635.8102    NA        NA 1.458481e-02
## 1919          NA    NA        NA           NA
## 1920   -630.3561    NA        NA 9.711653e-03
## 1921          NA    NA        NA           NA
## 1922   -639.8736    NA        NA 1.644048e-02
## 1923          NA    NA        NA           NA
## 1924   -630.7487    NA        NA 8.841807e-03
## 1925          NA    NA        NA           NA
## 1926   -629.7484    NA        NA 9.183212e-03
## 1927          NA    NA        NA           NA
## 1928   -634.3254    NA        NA 1.405899e-02
## 1929          NA    NA        NA           NA
## 1930   -637.6671    NA        NA 1.225786e-02
## 1931          NA    NA        NA           NA
## 1932   -630.2031    NA        NA 8.883747e-03
## 1933          NA    NA        NA           NA
## 1934   -630.0874    NA        NA 6.294787e-03
## 1935          NA    NA        NA           NA
## 1936   -629.1342    NA        NA 1.203940e-02
## 1937          NA    NA        NA           NA
## 1938   -630.0720    NA        NA 7.079707e-03
## 1939          NA    NA        NA           NA
## 1940   -630.0481    NA        NA 7.498487e-03
## 1941          NA    NA        NA           NA
## 1942   -630.5371    NA        NA 1.222808e-02
## 1943          NA    NA        NA           NA
## 1944   -629.9765    NA        NA 1.068190e-02
## 1945          NA    NA        NA           NA
## 1946   -667.3902    NA        NA 3.383660e-03
## 1947          NA    NA        NA           NA
## 1948   -630.6145    NA        NA 9.076546e-03
## 1949          NA    NA        NA           NA
## 1950   -633.1580    NA        NA 1.060780e-02
## 1951          NA    NA        NA           NA
## 1952   -641.6927    NA        NA 1.015618e-02
## 1953          NA    NA        NA           NA
## 1954   -631.5186    NA        NA 2.303950e-02
## 1955          NA    NA        NA           NA
## 1956   -629.8380    NA        NA 9.419321e-03
## 1957          NA    NA        NA           NA
## 1958   -629.3934    NA        NA 6.701798e-03
## 1959          NA    NA        NA           NA
## 1960   -630.4792    NA        NA 6.977234e-03
## 1961          NA    NA        NA           NA
## 1962  -2559.2216    NA        NA 1.225134e+00
## 1963          NA    NA        NA           NA
## 1964   -636.4827    NA        NA 8.901555e-03
## 1965          NA    NA        NA           NA
## 1966   -630.7367    NA        NA 9.651849e-03
## 1967          NA    NA        NA           NA
## 1968   -630.9533    NA        NA 1.248721e-02
## 1969          NA    NA        NA           NA
## 1970   -637.3019    NA        NA 9.708211e-03
## 1971          NA    NA        NA           NA
## 1972   -638.5483    NA        NA 1.254775e-02
## 1973          NA    NA        NA           NA
## 1974   -629.3441    NA        NA 9.069146e-03
## 1975          NA    NA        NA           NA
## 1976   -635.0977    NA        NA 1.246958e-02
## 1977          NA    NA        NA           NA
## 1978   -639.7521    NA        NA 1.344446e-02
## 1979          NA    NA        NA           NA
## 1980   -632.1724    NA        NA 8.399241e-03
## 1981          NA    NA        NA           NA
## 1982   -629.7333    NA        NA 7.139402e-03
## 1983          NA    NA        NA           NA
## 1984   -641.9282    NA        NA 7.672834e-03
## 1985          NA    NA        NA           NA
## 1986   -629.8293    NA        NA 7.044546e-03
## 1987          NA    NA        NA           NA
## 1988   -634.4858    NA        NA 9.409813e-03
## 1989          NA    NA        NA           NA
## 1990   -639.2904    NA        NA 1.231709e-02
## 1991          NA    NA        NA           NA
## 1992   -630.3358    NA        NA 8.299984e-03
## 1993          NA    NA        NA           NA
## 1994   -633.7018    NA        NA 8.421539e-03
## 1995          NA    NA        NA           NA
## 1996   -630.2254    NA        NA 7.291666e-03
## 1997          NA    NA        NA           NA
## 1998   -645.7290    NA        NA 8.233578e-03
## 1999          NA    NA        NA           NA
## 2000   -629.7734    NA        NA 6.524767e-03
## 2001          NA    NA        NA           NA
## 2002   -630.8497    NA        NA 1.347464e-02
## 2003          NA    NA        NA           NA
## 2004   -632.8928    NA        NA 9.468501e-03
## 2005          NA    NA        NA           NA
## 2006   -629.9078    NA        NA 1.025239e-02
## 2007          NA    NA        NA           NA
## 2008   -634.4291    NA        NA 1.052144e-02
## 2009          NA    NA        NA           NA
## 2010   -630.4918    NA        NA 9.001836e-03
## 2011          NA    NA        NA           NA
## 2012  -2895.1242    NA        NA 6.675357e+00
## 2013          NA    NA        NA           NA
## 2014   -632.3426    NA        NA 1.324285e-02
## 2015          NA    NA        NA           NA
## 2016   -630.5198    NA        NA 8.918174e-03
## 2017          NA    NA        NA           NA
## 2018   -630.9507    NA        NA 8.271471e-03
## 2019          NA    NA        NA           NA
## 2020   -629.7424    NA        NA 1.139823e-02
## 2021          NA    NA        NA           NA
## 2022   -630.5519    NA        NA 1.357293e-02
## 2023          NA    NA        NA           NA
## 2024   -632.7262    NA        NA 8.092611e-03
## 2025          NA    NA        NA           NA
## 2026   -631.9810    NA        NA 1.403769e-02
## 2027          NA    NA        NA           NA
## 2028   -629.8590    NA        NA 1.140122e-02
## 2029          NA    NA        NA           NA
## 2030   -641.4774    NA        NA 1.266198e-02
## 2031          NA    NA        NA           NA
## 2032   -636.6897    NA        NA 1.136044e-02
## 2033          NA    NA        NA           NA
## 2034   -630.8355    NA        NA 7.896509e-03
## 2035          NA    NA        NA           NA
## 2036   -629.4316    NA        NA 6.006679e-03
## 2037          NA    NA        NA           NA
## 2038   -629.8926    NA        NA 1.422736e-02
## 2039          NA    NA        NA           NA
## 2040   -630.6801    NA        NA 1.153929e-02
## 2041          NA    NA        NA           NA
## 2042   -630.8804    NA        NA 9.180369e-03
## 2043          NA    NA        NA           NA
## 2044   -636.9181    NA        NA 1.258550e-02
## 2045          NA    NA        NA           NA
## 2046   -637.3472    NA        NA 1.890514e-02
## 2047          NA    NA        NA           NA
## 2048   -629.3811    NA        NA 1.033924e-02
## 2049          NA    NA        NA           NA
## 2050   -670.8187    NA        NA 3.145493e-03
## 2051          NA    NA        NA           NA
## 2052   -634.2007    NA        NA 9.495744e-03
## 2053          NA    NA        NA           NA
## 2054   -631.0205    NA        NA 4.458762e-03
## 2055          NA    NA        NA           NA
## 2056   -645.2106    NA        NA 1.540990e-02
## 2057          NA    NA        NA           NA
## 2058   -632.6568    NA        NA 9.173784e-03
## 2059          NA    NA        NA           NA
## 2060   -639.6280    NA        NA 6.737245e-03
## 2061          NA    NA        NA           NA
## 2062   -629.2975    NA        NA 6.386454e-03
## 2063          NA    NA        NA           NA
## 2064   -635.4948    NA        NA 8.713305e-03
## 2065          NA    NA        NA           NA
## 2066   -629.5572    NA        NA 1.196518e-02
## 2067          NA    NA        NA           NA
## 2068   -630.4451    NA        NA 1.003972e-02
## 2069          NA    NA        NA           NA
## 2070   -635.7356    NA        NA 7.512908e-03
## 2071          NA    NA        NA           NA
## 2072   -630.0124    NA        NA 6.663091e-03
## 2073          NA    NA        NA           NA
## 2074   -634.2417    NA        NA 1.072810e-02
## 2075          NA    NA        NA           NA
## 2076   -682.4101    NA        NA 3.206151e-03
## 2077          NA    NA        NA           NA
## 2078   -632.3575    NA        NA 1.847754e-02
## 2079          NA    NA        NA           NA
## 2080   -629.2410    NA        NA 9.370614e-03
## 2081          NA    NA        NA           NA
## 2082   -631.3885    NA        NA 7.762263e-03
## 2083          NA    NA        NA           NA
## 2084   -630.2372    NA        NA 7.832123e-03
## 2085          NA    NA        NA           NA
## 2086   -630.0312    NA        NA 6.287396e-03
## 2087          NA    NA        NA           NA
## 2088   -640.4431    NA        NA 1.079250e-02
## 2089          NA    NA        NA           NA
## 2090   -641.2841    NA        NA 1.643928e-02
## 2091          NA    NA        NA           NA
## 2092   -632.4242    NA        NA 1.188802e-02
## 2093          NA    NA        NA           NA
## 2094   -645.6097    NA        NA 1.745131e-02
## 2095          NA    NA        NA           NA
## 2096   -630.1569    NA        NA 6.205660e-03
## 2097          NA    NA        NA           NA
## 2098   -639.7111    NA        NA 1.404285e-02
## 2099          NA    NA        NA           NA
## 2100   -630.5487    NA        NA 8.823539e-03
## 2101          NA    NA        NA           NA
## 2102   -647.5799    NA        NA 9.862517e-03
## 2103          NA    NA        NA           NA
## 2104   -630.4830    NA        NA 5.486230e-03
## 2105          NA    NA        NA           NA
## 2106   -633.0145    NA        NA 1.312288e-02
## 2107          NA    NA        NA           NA
## 2108   -652.2113    NA        NA 4.280762e-03
## 2109          NA    NA        NA           NA
## 2110   -630.6067    NA        NA 7.960299e-03
## 2111          NA    NA        NA           NA
## 2112   -630.9323    NA        NA 7.929689e-03
## 2113          NA    NA        NA           NA
## 2114   -631.0600    NA        NA 1.453893e-02
## 2115          NA    NA        NA           NA
## 2116   -635.0645    NA        NA 9.648695e-03
## 2117          NA    NA        NA           NA
## 2118   -629.8621    NA        NA 7.121899e-03
## 2119          NA    NA        NA           NA
## 2120   -631.7409    NA        NA 6.876192e-03
## 2121          NA    NA        NA           NA
## 2122   -631.6234    NA        NA 8.947573e-03
## 2123          NA    NA        NA           NA
## 2124   -629.3990    NA        NA 6.591689e-03
## 2125          NA    NA        NA           NA
## 2126   -629.5717    NA        NA 5.752739e-03
## 2127          NA    NA        NA           NA
## 2128   -631.3756    NA        NA 7.891578e-03
## 2129          NA    NA        NA           NA
## 2130   -629.7159    NA        NA 7.678026e-03
## 2131          NA    NA        NA           NA
## 2132   -630.4458    NA        NA 5.592657e-03
## 2133          NA    NA        NA           NA
## 2134   -638.1991    NA        NA 9.783214e-03
## 2135          NA    NA        NA           NA
## 2136   -633.4854    NA        NA 1.486978e-02
## 2137          NA    NA        NA           NA
## 2138   -671.8816    NA        NA 1.728447e-03
## 2139          NA    NA        NA           NA
## 2140   -629.9161    NA        NA 1.346605e-02
## 2141          NA    NA        NA           NA
## 2142   -637.2827    NA        NA 5.772225e-03
## 2143          NA    NA        NA           NA
## 2144   -637.1123    NA        NA 1.623817e-02
## 2145          NA    NA        NA           NA
## 2146   -629.9449    NA        NA 1.022688e-02
## 2147          NA    NA        NA           NA
## 2148   -630.0626    NA        NA 9.187605e-03
## 2149          NA    NA        NA           NA
## 2150   -630.1995    NA        NA 6.533851e-03
## 2151          NA    NA        NA           NA
## 2152   -647.4734    NA        NA 1.068086e-02
## 2153          NA    NA        NA           NA
## 2154   -755.8116    NA        NA 9.564604e-04
## 2155          NA    NA        NA           NA
## 2156   -629.6483    NA        NA 1.139977e-02
## 2157          NA    NA        NA           NA
## 2158   -629.7151    NA        NA 8.513738e-03
## 2159          NA    NA        NA           NA
## 2160   -630.0983    NA        NA 1.077239e-02
## 2161          NA    NA        NA           NA
## 2162   -629.4899    NA        NA 8.037495e-03
## 2163          NA    NA        NA           NA
## 2164   -629.5316    NA        NA 6.816167e-03
## 2165          NA    NA        NA           NA
## 2166   -630.6170    NA        NA 1.488732e-02
## 2167          NA    NA        NA           NA
## 2168   -634.5073    NA        NA 1.489834e-02
## 2169          NA    NA        NA           NA
## 2170   -691.3934    NA        NA 1.205278e-02
## 2171          NA    NA        NA           NA
## 2172   -629.5985    NA        NA 4.988369e-03
## 2173          NA    NA        NA           NA
## 2174   -630.7578    NA        NA 1.056359e-02
## 2175          NA    NA        NA           NA
## 2176   -629.4954    NA        NA 6.559233e-03
## 2177          NA    NA        NA           NA
## 2178   -700.2563    NA        NA 5.292784e-03
## 2179          NA    NA        NA           NA
## 2180   -647.9666    NA        NA 4.615779e-03
## 2181          NA    NA        NA           NA
## 2182   -631.1510    NA        NA 1.072168e-02
## 2183          NA    NA        NA           NA
## 2184   -629.6905    NA        NA 5.995434e-03
## 2185          NA    NA        NA           NA
## 2186   -637.7975    NA        NA 1.298499e-02
## 2187          NA    NA        NA           NA
## 2188   -630.3916    NA        NA 6.993384e-03
## 2189          NA    NA        NA           NA
## 2190   -629.5121    NA        NA 3.760227e-03
## 2191          NA    NA        NA           NA
## 2192   -630.1427    NA        NA 4.184466e-03
## 2193          NA    NA        NA           NA
## 2194   -630.3998    NA        NA 1.608860e-02
## 2195          NA    NA        NA           NA
## 2196   -631.8148    NA        NA 1.045676e-02
## 2197          NA    NA        NA           NA
## 2198   -640.1052    NA        NA 3.771387e-02
## 2199          NA    NA        NA           NA
## 2200   -635.9015    NA        NA 7.234744e-03
## 2201          NA    NA        NA           NA
## 2202   -630.4876    NA        NA 1.074765e-02
## 2203          NA    NA        NA           NA
## 2204   -637.8634    NA        NA 1.001155e-02
## 2205          NA    NA        NA           NA
## 2206   -631.2792    NA        NA 1.058588e-02
## 2207          NA    NA        NA           NA
## 2208   -633.1952    NA        NA 1.012032e-02
## 2209          NA    NA        NA           NA
## 2210   -642.7754    NA        NA 1.619364e-02
## 2211          NA    NA        NA           NA
## 2212   -629.3373    NA        NA 8.208935e-03
## 2213          NA    NA        NA           NA
## 2214   -687.7447    NA        NA 2.503210e-03
## 2215          NA    NA        NA           NA
## 2216   -632.1010    NA        NA 1.230946e-02
## 2217          NA    NA        NA           NA
## 2218   -637.7386    NA        NA 1.316614e-02
## 2219          NA    NA        NA           NA
## 2220   -630.5218    NA        NA 1.160160e-02
## 2221          NA    NA        NA           NA
## 2222   -632.8206    NA        NA 7.277706e-03
## 2223          NA    NA        NA           NA
## 2224   -634.9833    NA        NA 1.313191e-02
## 2225          NA    NA        NA           NA
## 2226   -636.2631    NA        NA 8.027518e-03
## 2227          NA    NA        NA           NA
## 2228   -637.3461    NA        NA 8.559755e-03
## 2229          NA    NA        NA           NA
## 2230   -641.9520    NA        NA 1.205205e-02
## 2231          NA    NA        NA           NA
## 2232   -635.9611    NA        NA 6.251619e-03
## 2233          NA    NA        NA           NA
## 2234   -631.4194    NA        NA 8.167717e-03
## 2235          NA    NA        NA           NA
## 2236   -629.4348    NA        NA 5.346448e-03
## 2237          NA    NA        NA           NA
## 2238   -632.4064    NA        NA 9.197013e-03
## 2239          NA    NA        NA           NA
## 2240   -630.6571    NA        NA 9.712217e-03
## 2241          NA    NA        NA           NA
## 2242   -632.3929    NA        NA 1.730654e-02
## 2243          NA    NA        NA           NA
## 2244   -630.1471    NA        NA 7.307107e-03
## 2245          NA    NA        NA           NA
## 2246   -631.1906    NA        NA 1.169662e-02
## 2247          NA    NA        NA           NA
## 2248   -629.6147    NA        NA 9.758886e-03
## 2249          NA    NA        NA           NA
## 2250   -629.8372    NA        NA 1.769343e-02
## 2251          NA    NA        NA           NA
## 2252   -635.4956    NA        NA 1.296332e-02
## 2253          NA    NA        NA           NA
## 2254   -629.8697    NA        NA 6.377140e-03
## 2255          NA    NA        NA           NA
## 2256   -677.3925    NA        NA 4.482348e-03
## 2257          NA    NA        NA           NA
## 2258   -633.2821    NA        NA 9.099583e-03
## 2259          NA    NA        NA           NA
## 2260   -640.9759    NA        NA 1.130264e-02
## 2261          NA    NA        NA           NA
## 2262   -707.5416    NA        NA 2.451210e-03
## 2263          NA    NA        NA           NA
## 2264   -629.3569    NA        NA 6.226911e-03
## 2265          NA    NA        NA           NA
## 2266   -681.1045    NA        NA 4.178374e-03
## 2267          NA    NA        NA           NA
## 2268   -636.9718    NA        NA 1.280911e-02
## 2269          NA    NA        NA           NA
## 2270   -630.3341    NA        NA 7.949553e-03
## 2271          NA    NA        NA           NA
## 2272   -637.3355    NA        NA 8.311969e-03
## 2273          NA    NA        NA           NA
## 2274   -631.3506    NA        NA 6.151724e-03
## 2275          NA    NA        NA           NA
## 2276   -631.0674    NA        NA 9.882415e-03
## 2277          NA    NA        NA           NA
## 2278   -630.3081    NA        NA 6.753739e-03
## 2279          NA    NA        NA           NA
## 2280   -632.2239    NA        NA 9.649723e-03
## 2281          NA    NA        NA           NA
## 2282   -633.1700    NA        NA 9.460121e-03
## 2283          NA    NA        NA           NA
## 2284   -633.3653    NA        NA 1.640451e-02
## 2285          NA    NA        NA           NA
## 2286   -630.4317    NA        NA 1.233612e-02
## 2287          NA    NA        NA           NA
## 2288   -639.5008    NA        NA 1.026024e-02
## 2289          NA    NA        NA           NA
## 2290   -645.9697    NA        NA 9.624580e-03
## 2291          NA    NA        NA           NA
## 2292   -629.5324    NA        NA 8.772064e-03
## 2293          NA    NA        NA           NA
## 2294   -638.4414    NA        NA 1.185051e-02
## 2295          NA    NA        NA           NA
## 2296   -630.0952    NA        NA 1.006317e-02
## 2297          NA    NA        NA           NA
## 2298   -631.2705    NA        NA 1.086548e-02
## 2299          NA    NA        NA           NA
## 2300   -630.9095    NA        NA 9.473978e-03
## 2301          NA    NA        NA           NA
## 2302   -631.3005    NA        NA 7.245988e-03
## 2303          NA    NA        NA           NA
## 2304   -648.1270    NA        NA 1.208294e-02
## 2305          NA    NA        NA           NA
## 2306   -642.3548    NA        NA 1.089598e-02
## 2307          NA    NA        NA           NA
## 2308   -680.0198    NA        NA 2.720968e-03
## 2309          NA    NA        NA           NA
## 2310   -629.4955    NA        NA 6.575995e-03
## 2311          NA    NA        NA           NA
## 2312   -629.5256    NA        NA 6.387103e-03
## 2313          NA    NA        NA           NA
## 2314   -629.3594    NA        NA 8.785113e-03
## 2315          NA    NA        NA           NA
## 2316   -634.2059    NA        NA 1.003970e-02
## 2317          NA    NA        NA           NA
## 2318   -634.7909    NA        NA 1.429736e-02
## 2319          NA    NA        NA           NA
## 2320   -634.3098    NA        NA 9.240672e-03
## 2321          NA    NA        NA           NA
## 2322   -632.6805    NA        NA 9.564408e-03
## 2323          NA    NA        NA           NA
## 2324   -629.6176    NA        NA 8.140580e-03
## 2325          NA    NA        NA           NA
## 2326   -648.9753    NA        NA 1.458197e-02
## 2327          NA    NA        NA           NA
## 2328   -629.3680    NA        NA 7.283196e-03
## 2329          NA    NA        NA           NA
## 2330   -640.5798    NA        NA 1.831613e-02
## 2331          NA    NA        NA           NA
## 2332   -629.9663    NA        NA 8.507220e-03
## 2333          NA    NA        NA           NA
## 2334   -630.8062    NA        NA 1.087271e-02
## 2335          NA    NA        NA           NA
## 2336   -636.8085    NA        NA 7.863092e-03
## 2337          NA    NA        NA           NA
## 2338   -631.0420    NA        NA 1.335972e-02
## 2339          NA    NA        NA           NA
## 2340   -639.3607    NA        NA 1.278489e-02
## 2341          NA    NA        NA           NA
## 2342   -639.5998    NA        NA 1.171771e-02
## 2343          NA    NA        NA           NA
## 2344   -640.3904    NA        NA 7.367140e-03
## 2345          NA    NA        NA           NA
## 2346   -630.0333    NA        NA 8.141559e-03
## 2347          NA    NA        NA           NA
## 2348   -639.4847    NA        NA 1.225814e-02
## 2349          NA    NA        NA           NA
## 2350   -632.1693    NA        NA 8.256741e-03
## 2351          NA    NA        NA           NA
## 2352   -629.6065    NA        NA 4.709735e-03
## 2353          NA    NA        NA           NA
## 2354   -638.8756    NA        NA 1.687747e-02
## 2355          NA    NA        NA           NA
## 2356   -644.7921    NA        NA 8.455926e-03
## 2357          NA    NA        NA           NA
## 2358   -640.2290    NA        NA 9.312297e-03
## 2359          NA    NA        NA           NA
## 2360   -638.7182    NA        NA 1.663463e-02
## 2361          NA    NA        NA           NA
## 2362   -632.0332    NA        NA 7.412780e-03
## 2363          NA    NA        NA           NA
## 2364   -639.6939    NA        NA 9.837329e-03
## 2365          NA    NA        NA           NA
## 2366   -642.8251    NA        NA 9.995963e-03
## 2367          NA    NA        NA           NA
## 2368   -630.8628    NA        NA 8.550606e-03
## 2369          NA    NA        NA           NA
## 2370   -629.3353    NA        NA 8.402501e-03
## 2371          NA    NA        NA           NA
## 2372   -629.6578    NA        NA 9.041675e-03
## 2373          NA    NA        NA           NA
## 2374   -632.2094    NA        NA 9.566094e-03
## 2375          NA    NA        NA           NA
## 2376   -635.9391    NA        NA 1.633898e-02
## 2377          NA    NA        NA           NA
## 2378   -632.6528    NA        NA 6.715792e-03
## 2379          NA    NA        NA           NA
## 2380   -643.1337    NA        NA 1.036424e-02
## 2381          NA    NA        NA           NA
## 2382   -630.8609    NA        NA 1.126476e-02
## 2383          NA    NA        NA           NA
## 2384   -630.2979    NA        NA 1.170939e-02
## 2385          NA    NA        NA           NA
## 2386   -648.0405    NA        NA 6.535619e-03
## 2387          NA    NA        NA           NA
## 2388   -637.8922    NA        NA 9.682915e-03
## 2389          NA    NA        NA           NA
## 2390   -631.0424    NA        NA 1.105964e-02
## 2391          NA    NA        NA           NA
## 2392   -634.5837    NA        NA 7.460874e-03
## 2393          NA    NA        NA           NA
## 2394   -639.2128    NA        NA 5.058748e-03
## 2395          NA    NA        NA           NA
## 2396   -632.2735    NA        NA 1.055842e-02
## 2397          NA    NA        NA           NA
## 2398   -638.1316    NA        NA 8.477088e-03
## 2399          NA    NA        NA           NA
## 2400   -634.3516    NA        NA 1.402961e-02
## 2401          NA    NA        NA           NA
## 2402   -631.1198    NA        NA 8.188504e-03
## 2403          NA    NA        NA           NA
## 2404   -629.3612    NA        NA 1.121005e-02
## 2405          NA    NA        NA           NA
## 2406   -636.3778    NA        NA 7.099725e-03
## 2407          NA    NA        NA           NA
## 2408   -632.4210    NA        NA 9.398859e-03
## 2409          NA    NA        NA           NA
## 2410   -629.4599    NA        NA 8.525742e-03
## 2411          NA    NA        NA           NA
## 2412   -630.0345    NA        NA 8.281283e-03
## 2413          NA    NA        NA           NA
## 2414   -642.4618    NA        NA 1.468461e-02
## 2415          NA    NA        NA           NA
## 2416   -633.8255    NA        NA 1.491248e-02
## 2417          NA    NA        NA           NA
## 2418   -637.4757    NA        NA 9.225342e-03
## 2419          NA    NA        NA           NA
## 2420   -630.1044    NA        NA 1.032161e-02
## 2421          NA    NA        NA           NA
## 2422   -631.4023    NA        NA 1.019462e-02
## 2423          NA    NA        NA           NA
## 2424   -631.9280    NA        NA 1.046133e-02
## 2425          NA    NA        NA           NA
## 2426   -669.4675    NA        NA 3.499462e-03
## 2427          NA    NA        NA           NA
## 2428   -630.2374    NA        NA 8.638425e-03
## 2429          NA    NA        NA           NA
## 2430   -629.8339    NA        NA 6.945123e-03
## 2431          NA    NA        NA           NA
## 2432   -640.7451    NA        NA 1.424348e-02
## 2433          NA    NA        NA           NA
## 2434   -630.1442    NA        NA 7.908822e-03
## 2435          NA    NA        NA           NA
## 2436   -630.6480    NA        NA 9.193742e-03
## 2437          NA    NA        NA           NA
## 2438   -630.5019    NA        NA 9.842645e-03
## 2439          NA    NA        NA           NA
## 2440   -629.8405    NA        NA 9.497079e-03
## 2441          NA    NA        NA           NA
## 2442   -630.7342    NA        NA 7.228059e-03
## 2443          NA    NA        NA           NA
## 2444   -630.3193    NA        NA 1.230828e-02
## 2445          NA    NA        NA           NA
## 2446   -629.2876    NA        NA 4.415709e-03
## 2447          NA    NA        NA           NA
## 2448   -631.1764    NA        NA 1.617781e-02
## 2449          NA    NA        NA           NA
## 2450   -634.7051    NA        NA 7.461993e-03
## 2451          NA    NA        NA           NA
## 2452   -631.3337    NA        NA 1.569315e-02
## 2453          NA    NA        NA           NA
## 2454   -635.8990    NA        NA 1.087608e-02
## 2455          NA    NA        NA           NA
## 2456   -629.3430    NA        NA 1.208144e-02
## 2457          NA    NA        NA           NA
## 2458   -629.4535    NA        NA 8.170101e-03
## 2459          NA    NA        NA           NA
## 2460   -638.2359    NA        NA 1.238360e-02
## 2461          NA    NA        NA           NA
## 2462   -650.9520    NA        NA 1.052912e-02
## 2463          NA    NA        NA           NA
## 2464   -641.5894    NA        NA 1.522434e-02
## 2465          NA    NA        NA           NA
## 2466   -629.8400    NA        NA 1.479797e-02
## 2467          NA    NA        NA           NA
## 2468   -631.2925    NA        NA 7.580757e-03
## 2469          NA    NA        NA           NA
## 2470   -640.0739    NA        NA 7.462193e-03
## 2471          NA    NA        NA           NA
## 2472   -629.8270    NA        NA 8.622931e-03
## 2473          NA    NA        NA           NA
## 2474   -633.8476    NA        NA 1.377830e-02
## 2475          NA    NA        NA           NA
## 2476   -629.7696    NA        NA 8.175224e-03
## 2477          NA    NA        NA           NA
## 2478   -630.3558    NA        NA 1.057045e-02
## 2479          NA    NA        NA           NA
## 2480   -631.1703    NA        NA 1.621697e-02
## 2481          NA    NA        NA           NA
## 2482   -646.6377    NA        NA 9.457820e-03
## 2483          NA    NA        NA           NA
## 2484   -635.8572    NA        NA 8.100080e-03
## 2485          NA    NA        NA           NA
## 2486   -629.5557    NA        NA 8.794868e-03
## 2487          NA    NA        NA           NA
## 2488   -634.7728    NA        NA 8.625580e-03
## 2489          NA    NA        NA           NA
## 2490   -630.2861    NA        NA 1.325044e-02
## 2491          NA    NA        NA           NA
## 2492   -756.5484    NA        NA 1.069702e-03
## 2493          NA    NA        NA           NA
## 2494   -629.8840    NA        NA 1.062554e-02
## 2495          NA    NA        NA           NA
## 2496   -629.9104    NA        NA 7.545356e-03
## 2497          NA    NA        NA           NA
## 2498   -629.7471    NA        NA 8.583769e-03
## 2499          NA    NA        NA           NA
## 2500   -632.8671    NA        NA 1.039123e-02
## 2501          NA    NA        NA           NA
## 2502   -632.3194    NA        NA 1.291950e-02
## 2503          NA    NA        NA           NA
## 2504   -704.7032    NA        NA 1.384962e-03
## 2505          NA    NA        NA           NA
## 2506   -632.8905    NA        NA 1.217369e-02
## 2507          NA    NA        NA           NA
## 2508   -630.7687    NA        NA 1.326693e-02
## 2509          NA    NA        NA           NA
## 2510   -631.3818    NA        NA 9.847258e-03
## 2511          NA    NA        NA           NA
## 2512   -632.5022    NA        NA 9.903234e-03
## 2513          NA    NA        NA           NA
## 2514   -637.1398    NA        NA 1.696813e-02
## 2515          NA    NA        NA           NA
## 2516   -636.9472    NA        NA 5.999424e-03
## 2517          NA    NA        NA           NA
## 2518   -630.7578    NA        NA 1.116842e-02
## 2519          NA    NA        NA           NA
## 2520   -632.4436    NA        NA 1.173850e-02
## 2521          NA    NA        NA           NA
## 2522   -637.9541    NA        NA 1.121107e-02
## 2523          NA    NA        NA           NA
## 2524   -629.3982    NA        NA 1.002896e-02
## 2525          NA    NA        NA           NA
## 2526   -630.5738    NA        NA 7.708346e-03
## 2527          NA    NA        NA           NA
## 2528   -639.1808    NA        NA 7.352548e-03
## 2529          NA    NA        NA           NA
## 2530   -631.5339    NA        NA 1.109107e-02
## 2531          NA    NA        NA           NA
## 2532   -633.8661    NA        NA 1.492142e-02
## 2533          NA    NA        NA           NA
## 2534   -631.6423    NA        NA 1.267582e-02
## 2535          NA    NA        NA           NA
## 2536   -629.3207    NA        NA 5.410872e-03
## 2537          NA    NA        NA           NA
## 2538   -635.5200    NA        NA 1.265864e-02
## 2539          NA    NA        NA           NA
## 2540   -629.9275    NA        NA 1.087469e-02
## 2541          NA    NA        NA           NA
## 2542   -634.9562    NA        NA 1.285309e-02
## 2543          NA    NA        NA           NA
## 2544   -635.2686    NA        NA 6.945590e-03
## 2545          NA    NA        NA           NA
## 2546   -638.7350    NA        NA 1.233769e-02
## 2547          NA    NA        NA           NA
## 2548   -633.5476    NA        NA 1.285298e-02
## 2549          NA    NA        NA           NA
## 2550   -640.3435    NA        NA 1.067206e-02
## 2551          NA    NA        NA           NA
## 2552   -629.8383    NA        NA 8.853827e-03
## 2553          NA    NA        NA           NA
## 2554   -633.6247    NA        NA 1.018452e-02
## 2555          NA    NA        NA           NA
## 2556   -635.7768    NA        NA 1.370997e-02
## 2557          NA    NA        NA           NA
## 2558   -632.8451    NA        NA 7.623556e-03
## 2559          NA    NA        NA           NA
## 2560   -630.5667    NA        NA 6.601868e-03
## 2561          NA    NA        NA           NA
## 2562   -634.1729    NA        NA 1.086021e-02
## 2563          NA    NA        NA           NA
## 2564   -639.8832    NA        NA 1.166347e-02
## 2565          NA    NA        NA           NA
## 2566   -631.2395    NA        NA 9.466678e-03
## 2567          NA    NA        NA           NA
## 2568   -629.3174    NA        NA 7.533688e-03
## 2569          NA    NA        NA           NA
## 2570   -637.6130    NA        NA 5.921714e-03
## 2571          NA    NA        NA           NA
## 2572   -673.8971    NA        NA 2.774524e-03
## 2573          NA    NA        NA           NA
## 2574   -634.9426    NA        NA 8.615401e-03
## 2575          NA    NA        NA           NA
## 2576   -629.5347    NA        NA 7.377164e-03
## 2577          NA    NA        NA           NA
## 2578   -632.7943    NA        NA 1.438118e-02
## 2579          NA    NA        NA           NA
## 2580   -679.9159    NA        NA 1.467452e-03
## 2581          NA    NA        NA           NA
## 2582   -631.1772    NA        NA 7.388276e-03
## 2583          NA    NA        NA           NA
## 2584   -629.4249    NA        NA 8.936068e-03
## 2585          NA    NA        NA           NA
## 2586   -629.6339    NA        NA 6.778270e-03
## 2587          NA    NA        NA           NA
## 2588   -629.4332    NA        NA 6.634672e-03
## 2589          NA    NA        NA           NA
## 2590   -630.1667    NA        NA 8.217481e-03
## 2591          NA    NA        NA           NA
## 2592   -652.1904    NA        NA 1.359690e-02
## 2593          NA    NA        NA           NA
## 2594   -631.1649    NA        NA 9.184547e-03
## 2595          NA    NA        NA           NA
## 2596   -646.4165    NA        NA 9.790539e-03
## 2597          NA    NA        NA           NA
## 2598   -632.9946    NA        NA 1.105185e-02
## 2599          NA    NA        NA           NA
## 2600   -646.5040    NA        NA 1.021359e-02
## 2601          NA    NA        NA           NA
## 2602   -629.8539    NA        NA 8.845341e-03
## 2603          NA    NA        NA           NA
## 2604   -630.5185    NA        NA 5.061760e-03
## 2605          NA    NA        NA           NA
## 2606   -633.1546    NA        NA 8.521188e-03
## 2607          NA    NA        NA           NA
## 2608   -630.3933    NA        NA 1.075460e-02
## 2609          NA    NA        NA           NA
## 2610   -630.6256    NA        NA 9.287580e-03
## 2611          NA    NA        NA           NA
## 2612   -630.1643    NA        NA 6.459552e-03
## 2613          NA    NA        NA           NA
## 2614   -636.9455    NA        NA 1.233539e-02
## 2615          NA    NA        NA           NA
## 2616   -642.2505    NA        NA 1.725069e-02
## 2617          NA    NA        NA           NA
## 2618   -641.9726    NA        NA 9.086567e-03
## 2619          NA    NA        NA           NA
## 2620   -633.2360    NA        NA 1.393383e-02
## 2621          NA    NA        NA           NA
## 2622   -647.4187    NA        NA 6.639935e-03
## 2623          NA    NA        NA           NA
## 2624   -634.7742    NA        NA 9.201299e-03
## 2625          NA    NA        NA           NA
## 2626   -638.8322    NA        NA 1.337765e-02
## 2627          NA    NA        NA           NA
## 2628   -630.6197    NA        NA 1.477602e-02
## 2629          NA    NA        NA           NA
## 2630   -631.4307    NA        NA 8.936633e-03
## 2631          NA    NA        NA           NA
## 2632   -630.7674    NA        NA 6.050462e-03
## 2633          NA    NA        NA           NA
## 2634   -629.5114    NA        NA 7.933248e-03
## 2635          NA    NA        NA           NA
## 2636   -633.6172    NA        NA 7.887714e-03
## 2637          NA    NA        NA           NA
## 2638   -639.9049    NA        NA 1.525981e-02
## 2639          NA    NA        NA           NA
## 2640   -629.4920    NA        NA 6.570358e-03
## 2641          NA    NA        NA           NA
## 2642   -638.0245    NA        NA 8.028838e-03
## 2643          NA    NA        NA           NA
## 2644   -635.9805    NA        NA 1.218716e-02
## 2645          NA    NA        NA           NA
## 2646   -642.0543    NA        NA 1.146240e-02
## 2647          NA    NA        NA           NA
## 2648   -638.7179    NA        NA 1.216953e-02
## 2649          NA    NA        NA           NA
## 2650   -686.4062    NA        NA 8.312829e-03
## 2651          NA    NA        NA           NA
## 2652   -633.3194    NA        NA 1.090188e-02
## 2653          NA    NA        NA           NA
## 2654   -641.3089    NA        NA 1.805765e-02
## 2655          NA    NA        NA           NA
## 2656   -629.2962    NA        NA 7.768480e-03
## 2657          NA    NA        NA           NA
## 2658   -633.4521    NA        NA 9.349127e-03
## 2659          NA    NA        NA           NA
## 2660   -630.8492    NA        NA 8.316515e-03
## 2661          NA    NA        NA           NA
## 2662   -631.0322    NA        NA 7.174233e-03
## 2663          NA    NA        NA           NA
## 2664   -631.7749    NA        NA 7.064619e-03
## 2665          NA    NA        NA           NA
## 2666   -629.5750    NA        NA 8.224874e-03
## 2667          NA    NA        NA           NA
## 2668   -629.4327    NA        NA 6.007805e-03
## 2669          NA    NA        NA           NA
## 2670   -629.5743    NA        NA 1.083756e-02
## 2671          NA    NA        NA           NA
## 2672   -629.5397    NA        NA 1.086055e-02
## 2673          NA    NA        NA           NA
## 2674   -636.2595    NA        NA 9.072215e-03
## 2675          NA    NA        NA           NA
## 2676   -629.5334    NA        NA 8.816480e-03
## 2677          NA    NA        NA           NA
## 2678   -669.5403    NA        NA 2.170902e-03
## 2679          NA    NA        NA           NA
## 2680   -638.3874    NA        NA 9.960114e-03
## 2681          NA    NA        NA           NA
## 2682   -630.3401    NA        NA 8.939705e-03
## 2683          NA    NA        NA           NA
## 2684   -642.9639    NA        NA 6.887760e-03
## 2685          NA    NA        NA           NA
## 2686   -637.2650    NA        NA 1.058724e-02
## 2687          NA    NA        NA           NA
## 2688   -640.2072    NA        NA 1.216858e-02
## 2689          NA    NA        NA           NA
## 2690   -636.3264    NA        NA 8.261556e-03
## 2691          NA    NA        NA           NA
## 2692   -629.3526    NA        NA 1.022681e-02
## 2693          NA    NA        NA           NA
## 2694   -645.5134    NA        NA 1.194585e-02
## 2695          NA    NA        NA           NA
## 2696   -629.3356    NA        NA 5.208801e-03
## 2697          NA    NA        NA           NA
## 2698   -640.4566    NA        NA 1.013539e-02
## 2699          NA    NA        NA           NA
## 2700   -630.1190    NA        NA 8.921091e-03
## 2701          NA    NA        NA           NA
## 2702   -635.6681    NA        NA 5.717881e-03
##  [ reached getOption("max.print") -- omitted 47298 rows ]
## 
## [[2]]
##       M_0 V_0 K_0         R_0         b_q          b_a b_p         p_S
## 1       5  13  14   2.4124685 0.441663720 0.5396229806   0 0.804678975
## 2       5  13  14   2.4124685 0.441663720 0.5396229806   0 0.804678975
## 3       5  13  14   2.5605495 0.341361596 0.4824313084   0 0.823710527
## 4       5  13  14   2.7548354 0.208922811 0.5218541479   0 0.782736328
## 5       5  13  14   3.4187249 0.168782795 0.5131163514   0 0.790139327
## 6       5  13  14   4.0243634 0.140192448 0.5160040912   0 0.812698922
## 7       5  13  14   3.8550125 0.139105097 0.5090644609   0 0.830794453
## 8       5  13  14   4.0392753 0.135498874 0.4974215023   0 0.828991747
## 9       5  13  14   4.0151745 0.134820255 0.4904826044   0 0.818785284
## 10      5  13  14   4.0745656 0.132448050 0.5040441148   0 0.820413604
## 11      5  13  14   4.1366470 0.132087832 0.4995950081   0 0.824670150
## 12      5  13  14   4.2414823 0.127963573 0.5336509719   0 0.799439207
## 13      5  13  14   4.4749696 0.126232859 0.5379283033   0 0.748661567
## 14      5  13  14   4.7253946 0.120984131 0.5469246043   0 0.732471603
## 15      5  13  14   4.8299977 0.118975134 0.5378032038   0 0.716906827
## 16      5  13  14   4.7695441 0.120391041 0.5491175136   0 0.703124275
## 17      5  13  14   4.7797944 0.118535278 0.5613387437   0 0.704997723
## 18      5  13  14   4.6459823 0.121284551 0.5818588077   0 0.702804853
## 19      5  13  14   4.5931731 0.122927446 0.5702426685   0 0.702050616
## 20      5  13  14   4.5509061 0.124821474 0.5729434114   0 0.691223872
## 21      5  13  14   4.6445191 0.122685470 0.5764026196   0 0.681863283
## 22      5  13  14   4.5017512 0.123030167 0.6078008926   0 0.695365267
## 23      5  13  14   4.5090785 0.121797040 0.6094574492   0 0.693685252
## 24      5  13  14   4.6409398 0.119091512 0.6279750446   0 0.675267567
## 25      5  13  14   4.6446062 0.118796912 0.6446073485   0 0.666459750
## 26      5  13  14   4.5561455 0.121055143 0.6661441731   0 0.665785166
## 27      5  13  14   4.5463291 0.119712285 0.6714049978   0 0.668970011
## 28      5  13  14   4.5427727 0.119733974 0.6614008545   0 0.671401081
## 29      5  13  14   4.5887650 0.119183772 0.6526036133   0 0.663629980
## 30      5  13  14   4.6116626 0.118422944 0.6605033999   0 0.658580206
## 31      5  13  14   4.5745749 0.119513332 0.6488343860   0 0.665061134
## 32      5  13  14   4.5513018 0.119473729 0.6387441473   0 0.675767086
## 33      5  13  14   4.5997099 0.118845686 0.6466057388   0 0.664714019
## 34      5  13  14   4.7002627 0.116754610 0.6518223804   0 0.660974560
## 35      5  13  14   4.7008255 0.116571405 0.6532832720   0 0.662481373
## 36      5  13  14   4.6762728 0.116660792 0.6546472997   0 0.663676465
## 37      5  13  14   4.7591413 0.115378061 0.6639595231   0 0.652506099
## 38      5  13  14   4.7350841 0.115690299 0.6852098866   0 0.647701908
## 39      5  13  14   4.7499658 0.114682596 0.6646348185   0 0.657652474
## 40      5  13  14   4.6763413 0.114961348 0.6596765795   0 0.677782709
## 41      5  13  14   4.7235871 0.114889350 0.6620461912   0 0.667313635
## 42      5  13  14   4.7015620 0.114992523 0.6415446529   0 0.669204831
## 43      5  13  14   4.7590600 0.113968471 0.6376167416   0 0.668559539
## 44      5  13  14   4.7740387 0.114303900 0.6435528965   0 0.659765637
## 45      5  13  14   4.7461116 0.114293917 0.6974630201   0 0.649128563
## 46      5  13  14   4.7477020 0.115089311 0.6893196019   0 0.645146612
## 47      5  13  14   4.8166964 0.114426999 0.6953739658   0 0.632780004
## 48      5  13  14   4.7469753 0.115839967 0.7030020940   0 0.633625802
## 49      5  13  14   4.7912350 0.113423428 0.7403789213   0 0.633220041
## 50      5  13  14   4.7994608 0.113247183 0.7484245157   0 0.629778548
## 51      5  13  14   4.9136370 0.110851147 0.7502763099   0 0.615641013
## 52      5  13  14   4.9882659 0.111037458 0.6805620273   0 0.625788164
## 53      5  13  14   4.9882659 0.111037458 0.6805620273   0 0.625788164
## 54      5  13  14   4.9412212 0.114750297 0.6759237148   0 0.629222268
## 55      5  13  14   4.6943433 0.120608022 0.6751893266   0 0.627797230
## 56      5  13  14   4.7510168 0.119432607 0.6869897657   0 0.603970832
## 57      5  13  14   4.8505186 0.117828527 0.6875527108   0 0.600044563
## 58      5  13  14   4.9502049 0.114540938 0.6825847184   0 0.611225112
## 59      5  13  14   4.9100727 0.115608375 0.7002955335   0 0.594811684
## 60      5  13  14   5.0056979 0.113959372 0.6858908251   0 0.597053533
## 61      5  13  14   4.9236925 0.115617537 0.6883008857   0 0.602314556
## 62      5  13  14   4.8506711 0.117255456 0.6812812889   0 0.617724161
## 63      5  13  14   4.8762105 0.115520668 0.6708832626   0 0.606085057
## 64      5  13  14   4.9601050 0.112954364 0.6766534013   0 0.618991764
## 65      5  13  14   4.6155321 0.118614924 0.7028904443   0 0.653896094
## 66      5  13  14   4.3853958 0.123094906 0.7535934204   0 0.649523541
## 67      5  13  14   4.0693579 0.129017824 0.7699850054   0 0.676311665
## 68      5  13  14   4.0249041 0.129363556 0.7703781977   0 0.697322674
## 69      5  13  14   4.1136418 0.126482699 0.7813398795   0 0.684960305
## 70      5  13  14   4.1586181 0.125301940 0.7767786875   0 0.680874148
## 71      5  13  14   4.0577204 0.125645786 0.8022181947   0 0.698577125
## 72      5  13  14   4.1535040 0.124130965 0.7989926480   0 0.685659871
## 73      5  13  14   4.2456356 0.123109716 0.7992022191   0 0.662645316
## 74      5  13  14   4.2806873 0.120590181 0.8227130864   0 0.660175618
## 75      5  13  14   4.3850889 0.119291237 0.8136335318   0 0.641075598
## 76      5  13  14   4.2945356 0.120071125 0.8483893246   0 0.650632415
## 77      5  13  14   4.3572847 0.119379525 0.8408811033   0 0.640503801
## 78      5  13  14   4.4942851 0.115600317 0.8322234479   0 0.620481253
## 79      5  13  14   4.4476557 0.116590556 0.8272712874   0 0.622809286
## 80      5  13  14   4.5952260 0.114087886 0.8365476138   0 0.624104911
## 81      5  13  14   4.4855817 0.116302044 0.8484267328   0 0.630694730
## 82      5  13  14   4.3562000 0.117653382 0.8586178834   0 0.648280435
## 83      5  13  14   4.5314249 0.115524395 0.8594275187   0 0.626565952
## 84      5  13  14   4.3936150 0.117751223 0.8524685565   0 0.646315603
## 85      5  13  14   4.5147193 0.115727303 0.8418882681   0 0.647955523
## 86      5  13  14   4.5038249 0.117737751 0.8079893060   0 0.636543847
## 87      5  13  14   4.5971732 0.115292634 0.8020181352   0 0.640714389
## 88      5  13  14   4.5817366 0.117029543 0.7793888210   0 0.633119103
## 89      5  13  14   4.6238652 0.115596106 0.7645955112   0 0.629322447
## 90      5  13  14   4.6724324 0.115753731 0.7448614907   0 0.613128169
## 91      5  13  14   4.7040917 0.117361392 0.7111153620   0 0.602761115
## 92      5  13  14   4.7159231 0.118241640 0.6914999973   0 0.587033593
## 93      5  13  14   4.7011956 0.117744159 0.7092465305   0 0.589021916
## 94      5  13  14   4.7183105 0.118398702 0.6998705768   0 0.591133275
## 95      5  13  14   4.8817620 0.115336590 0.6902996760   0 0.575644602
## 96      5  13  14   4.8787487 0.114491555 0.6934577416   0 0.589486570
## 97      5  13  14   4.6235997 0.118708685 0.7044971877   0 0.610264383
## 98      5  13  14   4.5552703 0.121449425 0.7036496093   0 0.612825431
## 99      5  13  14   4.5944104 0.120479152 0.6858626879   0 0.612355898
## 100     5  13  14   4.6029171 0.120572213 0.6702920028   0 0.606439277
## 101     5  13  14   4.6499856 0.121452649 0.6679617816   0 0.593412874
## 102     5  13  14   4.6043901 0.121558968 0.6793523371   0 0.595421916
## 103     5  13  14   4.6623934 0.120594216 0.6883708066   0 0.592997368
## 104     5  13  14   4.6623934 0.120594216 0.6883708066   0 0.592997368
## 105     5  13  14   7.7597330 0.201797870 0.3395533023   0 0.502007140
## 106     5  13  14   7.7597330 0.201797870 0.3395533023   0 0.502007140
## 107     5  13  14   6.0037644 0.157768515 0.3083114381   0 0.472007500
## 108     5  13  14   6.3096845 0.136302598 0.3007414889   0 0.485934602
## 109     5  13  14   7.1992502 0.112655987 0.3440516957   0 0.504636745
## 110     5  13  14   7.4269118 0.107302911 0.3657055223   0 0.495108519
## 111     5  13  14   7.0345167 0.109073109 0.3991987133   0 0.511292573
## 112     5  13  14   6.7380888 0.112555836 0.3898102932   0 0.528557977
## 113     5  13  14   6.8067716 0.109279715 0.3954267937   0 0.532346560
## 114     5  13  14   6.8044997 0.109406853 0.3851528536   0 0.530843096
## 115     5  13  14   6.7005648 0.111668930 0.3900636970   0 0.522633582
## 116     5  13  14   6.4558299 0.111356221 0.4049772284   0 0.539520358
## 117     5  13  14   6.1690687 0.113664881 0.4096124381   0 0.549639855
## 118     5  13  14   5.9104848 0.115969982 0.4228166159   0 0.559099993
## 119     5  13  14   5.5613643 0.117917496 0.4568286895   0 0.571847514
## 120     5  13  14   5.7076131 0.116413283 0.4658339837   0 0.561756148
## 121     5  13  14   5.6190507 0.116985317 0.4578593518   0 0.567866675
## 122     5  13  14   5.5230107 0.118028638 0.4511189247   0 0.576340119
## 123     5  13  14   5.6840154 0.118839307 0.4486801344   0 0.555690107
## 124     5  13  14   5.5234581 0.119670218 0.4670769682   0 0.559513471
## 125     5  13  14   5.5287435 0.119223590 0.4478538214   0 0.571294934
## 126     5  13  14   5.5522728 0.118114519 0.4419391495   0 0.570335520
## 127     5  13  14   5.4480166 0.119289533 0.4472624416   0 0.575090768
## 128     5  13  14   5.6306808 0.117128627 0.4541249194   0 0.549858632
## 129     5  13  14   5.7542080 0.114691296 0.4934242927   0 0.552214859
## 130     5  13  14   5.7283437 0.115819967 0.4901053270   0 0.546551012
## 131     5  13  14   5.4931352 0.118578928 0.4819939151   0 0.569690886
## 132     5  13  14   5.3169380 0.119682988 0.5057702689   0 0.570553009
## 133     5  13  14   5.2735176 0.120090387 0.4980111189   0 0.567010145
## 134     5  13  14   5.2166188 0.119310097 0.4901675426   0 0.572745683
## 135     5  13  14   5.2547748 0.119796594 0.4870833309   0 0.566756879
## 136     5  13  14   5.1571974 0.121467060 0.4846236416   0 0.565933005
## 137     5  13  14   5.1430173 0.122210726 0.4753338791   0 0.572525865
## 138     5  13  14   5.1125158 0.121202271 0.4817908924   0 0.576861935
## 139     5  13  14   5.1936033 0.120046480 0.4871608825   0 0.579203920
## 140     5  13  14   5.0321767 0.122671155 0.4739936601   0 0.586376316
## 141     5  13  14   4.9984483 0.122271484 0.5074030799   0 0.572602252
## 142     5  13  14   5.1430158 0.120879264 0.5031775556   0 0.565112481
## 143     5  13  14   5.1082939 0.121206457 0.4943526264   0 0.570858963
## 144     5  13  14   5.3220818 0.118702783 0.4992409418   0 0.547554765
## 145     5  13  14   5.3680897 0.118727944 0.5070126800   0 0.536514493
## 146     5  13  14   5.4610117 0.117275544 0.5253766111   0 0.523603948
## 147     5  13  14   5.3892487 0.117458847 0.5448972483   0 0.518700302
## 148     5  13  14   5.5010194 0.117588043 0.5227880032   0 0.509909046
## 149     5  13  14   5.3871958 0.117302534 0.5450826125   0 0.519257546
## 150     5  13  14   5.3087826 0.118381935 0.5521200139   0 0.525209479
## 151     5  13  14   5.4414719 0.116938682 0.5340348728   0 0.518018026
## 152     5  13  14   5.6088442 0.115406400 0.5212545050   0 0.506437141
## 153     5  13  14   5.8090205 0.113954375 0.5043632944   0 0.493026628
## 154     5  13  14   5.7862573 0.112976726 0.5205354438   0 0.494850321
## 155     5  13  14   5.8481803 0.113623582 0.4998799480   0 0.494552606
## 156     5  13  14   5.6264141 0.115422982 0.5268690860   0 0.507126116
## 157     5  13  14   5.6264141 0.115422982 0.5268690860   0 0.507126116
## 158     5  13  14   5.6554535 0.116845557 0.5249973139   0 0.498488066
## 159     5  13  14   5.5505036 0.119334635 0.5307087464   0 0.504559440
## 160     5  13  14   5.3194943 0.124221248 0.5313959226   0 0.511284888
## 161     5  13  14   5.3886653 0.120311305 0.5408731393   0 0.516095885
## 162     5  13  14   5.2362062 0.122080575 0.5455894083   0 0.513858674
## 163     5  13  14   5.0926526 0.124913071 0.5535928778   0 0.527931255
## 164     5  13  14   5.0199196 0.124535559 0.5558170716   0 0.531403112
## 165     5  13  14   5.2181481 0.121095077 0.5472074714   0 0.532088087
## 166     5  13  14   5.1866866 0.123350972 0.5354598583   0 0.528146096
## 167     5  13  14   5.3013134 0.120954867 0.5528607037   0 0.518158559
## 168     5  13  14   5.2896398 0.121155657 0.5631417848   0 0.504243882
## 169     5  13  14   5.2659550 0.120800538 0.5763549078   0 0.498228962
## 170     5  13  14   5.0077011 0.123553646 0.6160417548   0 0.498987137
## 171     5  13  14   4.9965970 0.122868837 0.6322437799   0 0.494236546
## 172     5  13  14   4.9955639 0.122694292 0.6440485551   0 0.493916022
## 173     5  13  14   5.0079620 0.120465930 0.6572057040   0 0.499204322
## 174     5  13  14   4.9661896 0.121106882 0.6678309289   0 0.495859201
## 175     5  13  14   4.8078890 0.123139726 0.6781220512   0 0.504488571
## 176     5  13  14   4.9238975 0.120001372 0.6812004523   0 0.515506696
## 177     5  13  14   4.6540518 0.125822341 0.6769367866   0 0.515362840
## 178     5  13  14   4.7623301 0.124872225 0.6830357445   0 0.503721563
## 179     5  13  14   4.6761424 0.124836357 0.6939530943   0 0.506630973
## 180     5  13  14   4.7884401 0.122205493 0.6856608218   0 0.512831898
## 181     5  13  14   4.7120601 0.122568772 0.6980610324   0 0.521928191
## 182     5  13  14   4.8931391 0.118484625 0.7035052400   0 0.509910534
## 183     5  13  14   4.9504210 0.118722898 0.6959863399   0 0.507825672
## 184     5  13  14   5.0536960 0.117488015 0.6811726643   0 0.501771481
## 185     5  13  14   5.0899811 0.116181805 0.6856466852   0 0.497664887
## 186     5  13  14   4.9012937 0.119445783 0.6829366300   0 0.506763275
## 187     5  13  14   5.0640416 0.117201871 0.6756812294   0 0.508853964
## 188     5  13  14   4.8326075 0.120933671 0.6725267369   0 0.524537688
## 189     5  13  14   4.9000969 0.121154072 0.6443070882   0 0.517463757
## 190     5  13  14   4.9409809 0.120617858 0.6483912668   0 0.516780354
## 191     5  13  14   4.7419978 0.123280691 0.6655488413   0 0.527035978
## 192     5  13  14   4.7488807 0.122098941 0.6923282641   0 0.519828428
## 193     5  13  14   4.8007630 0.120820874 0.6935296323   0 0.514018048
## 194     5  13  14   4.8640418 0.120812842 0.6805121832   0 0.503060496
## 195     5  13  14   4.8586479 0.120093944 0.6923715755   0 0.504277246
## 196     5  13  14   4.9024040 0.119613226 0.7078506407   0 0.502450205
## 197     5  13  14   4.9595588 0.116333273 0.7127601644   0 0.499590749
## 198     5  13  14   5.1412117 0.113123720 0.7070991359   0 0.492573867
## 199     5  13  14   5.0658547 0.114814513 0.7148632716   0 0.489523388
## 200     5  13  14   4.9602640 0.116387813 0.7366507673   0 0.490432773
## 201     5  13  14   4.8428776 0.117825517 0.7455925328   0 0.496464439
## 202     5  13  14   4.8086011 0.118343956 0.7457109200   0 0.494923989
## 203     5  13  14   4.9017157 0.117451771 0.7368644306   0 0.486991533
## 204     5  13  14   4.8654848 0.117726822 0.7415719413   0 0.484913813
## 205     5  13  14   5.0022696 0.116000691 0.7272841468   0 0.469344332
## 206     5  13  14   5.2310273 0.113661437 0.7124697899   0 0.447408823
## 207     5  13  14   5.2888275 0.112893690 0.7011064005   0 0.447136990
## 208     5  13  14   5.2888275 0.112893690 0.7011064005   0 0.447136990
## 209     5  13  14   6.3995971 0.723623909 0.7766764956   0 0.045037475
## 210     5  13  14   6.3995971 0.723623909 0.7766764956   0 0.045037475
## 211     5  13  14   4.9453932 0.732045950 0.7564632375   0 0.031948571
## 212     5  13  14   4.9215217 0.671121179 0.7864946301   0 0.051840304
## 213     5  13  14   8.1205847 0.655201801 0.8184504295   0 0.065342525
## 214     5  13  14  13.3979875 0.611168586 0.8370670566   0 0.099402024
## 215     5  13  14  12.7765479 0.563255980 0.8279348947   0 0.130630641
## 216     5  13  14  12.3484750 0.527942193 0.8128862477   0 0.155717387
## 217     5  13  14  16.9253650 0.394711230 0.8615318053   0 0.138344347
## 218     5  13  14  16.6760391 0.335873980 0.8842815956   0 0.117441900
## 219     5  13  14  17.7269461 0.273158300 0.8965523490   0 0.143171137
## 220     5  13  14  17.0600058 0.260711433 0.8980748692   0 0.139652716
## 221     5  13  14  19.9752172 0.206902410 0.9024348270   0 0.122198555
## 222     5  13  14  21.7701492 0.153681025 0.8959807469   0 0.104457060
## 223     5  13  14  22.8953417 0.139919990 0.8823527589   0 0.095864904
## 224     5  13  14  22.9673640 0.108296601 0.8809024394   0 0.084751847
## 225     5  13  14  24.5838972 0.098269530 0.8794901956   0 0.080296858
## 226     5  13  14  23.9329949 0.088523570 0.8673005274   0 0.072894240
## 227     5  13  14  24.1076555 0.077252446 0.8559047497   0 0.072266839
## 228     5  13  14  21.7516819 0.069675393 0.8651070002   0 0.078118506
## 229     5  13  14  21.7587072 0.068688853 0.8628421533   0 0.075902198
## 230     5  13  14  20.5233275 0.066579077 0.8364178030   0 0.076765547
## 231     5  13  14  21.3973575 0.067946709 0.8197492100   0 0.076453720
## 232     5  13  14  21.3284304 0.067163871 0.8067011476   0 0.075256141
## 233     5  13  14  20.1365179 0.065989604 0.8303681882   0 0.075375623
## 234     5  13  14  20.1811125 0.065099135 0.8304636456   0 0.076403024
## 235     5  13  14  19.7623719 0.065953685 0.8164340298   0 0.076147832
## 236     5  13  14  19.2610285 0.066142749 0.8260479884   0 0.076686924
## 237     5  13  14  19.8414741 0.068059983 0.8308350316   0 0.075568747
## 238     5  13  14  19.2462908 0.071326247 0.8134012397   0 0.075920709
## 239     5  13  14  19.4505041 0.072740422 0.8107091393   0 0.074663921
## 240     5  13  14  20.1018043 0.075071789 0.8168027625   0 0.073849715
## 241     5  13  14  19.7007964 0.074303319 0.8169696828   0 0.073020890
## 242     5  13  14  20.1597150 0.073231630 0.8236158819   0 0.073984828
## 243     5  13  14  19.9836102 0.076355716 0.8226193613   0 0.071158979
## 244     5  13  14  19.1355586 0.074982441 0.8367887497   0 0.072629511
## 245     5  13  14  19.3782869 0.073546654 0.8349450924   0 0.074160555
## 246     5  13  14  19.0704010 0.072675263 0.8405799115   0 0.074677017
## 247     5  13  14  19.3066707 0.075456402 0.8507255365   0 0.071916514
## 248     5  13  14  18.5863295 0.077746333 0.8623745391   0 0.071738106
## 249     5  13  14  19.4397422 0.075529963 0.8570759356   0 0.071763295
## 250     5  13  14  18.9364960 0.077486019 0.8555142306   0 0.071789751
## 251     5  13  14  19.2048313 0.078575861 0.8747270930   0 0.071455931
## 252     5  13  14  19.2187563 0.079047309 0.8634798972   0 0.071922616
## 253     5  13  14  18.1785446 0.079794469 0.8668134335   0 0.070664564
## 254     5  13  14  17.7939929 0.078596949 0.8623681664   0 0.071826122
## 255     5  13  14  18.2978245 0.078625410 0.8616913558   0 0.072320409
## 256     5  13  14  18.3034164 0.078536000 0.8674283852   0 0.071518709
## 257     5  13  14  19.0454611 0.081245167 0.8650555635   0 0.070594844
## 258     5  13  14  18.5613637 0.080716578 0.8767274310   0 0.071159674
## 259     5  13  14  18.1904450 0.080736010 0.8705874710   0 0.069501086
## 260     5  13  14  18.1340392 0.080401216 0.8775568104   0 0.069633231
## 261     5  13  14  18.1340392 0.080401216 0.8775568104   0 0.069633231
## 262     5  13  14  18.0803288 0.080524483 0.8776243511   0 0.069386546
## 263     5  13  14  17.3837557 0.081570445 0.8867114574   0 0.070989856
## 264     5  13  14  16.5990547 0.083946130 0.8962188012   0 0.069519677
## 265     5  13  14  16.8489767 0.082547883 0.8833054318   0 0.070210180
## 266     5  13  14  17.3091047 0.078926858 0.8787160145   0 0.073211184
## 267     5  13  14  16.5768330 0.082879272 0.8818145507   0 0.072716273
## 268     5  13  14  17.1202200 0.079020362 0.8708499403   0 0.072305828
## 269     5  13  14  17.0250612 0.081857671 0.8687905183   0 0.072105529
## 270     5  13  14  16.2699839 0.079522074 0.8971450194   0 0.073449521
## 271     5  13  14  16.5196802 0.082079516 0.8952595434   0 0.072514771
## 272     5  13  14  15.7508817 0.079993873 0.9159630727   0 0.073788123
## 273     5  13  14  15.9796489 0.077277035 0.9150510695   0 0.074388698
## 274     5  13  14  15.6083321 0.081832907 0.9098156412   0 0.071502748
## 275     5  13  14  15.5251752 0.081391587 0.9009204595   0 0.071988081
## 276     5  13  14  16.3865326 0.079459583 0.9037380743   0 0.070843125
## 277     5  13  14  16.1112343 0.080953298 0.8986722138   0 0.071454966
## 278     5  13  14  16.1673693 0.079481523 0.8962146296   0 0.071895168
## 279     5  13  14  15.8407404 0.082233560 0.9003594100   0 0.072772722
## 280     5  13  14  15.8154815 0.082390252 0.9036919272   0 0.071449106
## 281     5  13  14  15.6180364 0.078928925 0.8949507651   0 0.071828342
## 282     5  13  14  15.8389534 0.080766545 0.8901755439   0 0.071816684
## 283     5  13  14  15.6495264 0.076869408 0.8933051093   0 0.074139660
## 284     5  13  14  16.5178693 0.077628997 0.8873675932   0 0.071658880
## 285     5  13  14  16.7618474 0.074764126 0.8882011534   0 0.073809451
## 286     5  13  14  17.8867965 0.078771479 0.8834807900   0 0.070178927
## 287     5  13  14  17.1933303 0.077284760 0.8934688784   0 0.071408636
## 288     5  13  14  17.3770469 0.076636235 0.8928442247   0 0.070631854
## 289     5  13  14  18.0459496 0.077952954 0.8865829484   0 0.069421094
## 290     5  13  14  17.7188763 0.081135995 0.8901656925   0 0.069625851
## 291     5  13  14  18.0780868 0.084499266 0.8597718395   0 0.068423370
## 292     5  13  14  18.0475565 0.081193439 0.8566491975   0 0.070798915
## 293     5  13  14  17.5810693 0.076652986 0.8635613650   0 0.073090954
## 294     5  13  14  17.4696227 0.075262828 0.8701807760   0 0.073227372
## 295     5  13  14  18.9106663 0.076529398 0.8626096212   0 0.071148304
## 296     5  13  14  17.7354875 0.075463391 0.8768843151   0 0.073141853
## 297     5  13  14  17.5669281 0.077070282 0.8716664240   0 0.072158540
## 298     5  13  14  17.7074192 0.073872344 0.8567035656   0 0.072507121
## 299     5  13  14  17.9558848 0.071126619 0.8690367163   0 0.074764672
## 300     5  13  14  17.8650123 0.071875673 0.8777071217   0 0.074800495
## 301     5  13  14  17.5491913 0.071243918 0.8800890937   0 0.075219683
## 302     5  13  14  18.0863568 0.071098970 0.8778579879   0 0.074372810
## 303     5  13  14  17.8458412 0.072343006 0.8635094015   0 0.074417295
## 304     5  13  14  18.3464642 0.074697979 0.8684838512   0 0.072010971
## 305     5  13  14  18.7861330 0.075509369 0.8676562502   0 0.071387934
## 306     5  13  14  18.0125468 0.076408232 0.8659869389   0 0.070909520
## 307     5  13  14  18.4958224 0.076316529 0.8683279968   0 0.069989350
## 308     5  13  14  18.8807331 0.076543269 0.8622184243   0 0.071546531
## 309     5  13  14  18.9274246 0.079116132 0.8557755030   0 0.070702420
## 310     5  13  14  19.0764347 0.079128237 0.8599902269   0 0.070225342
## 311     5  13  14  18.6617009 0.078750624 0.8636916632   0 0.070382794
## 312     5  13  14  18.6617009 0.078750624 0.8636916632   0 0.070382794
## 313     5  13  14   4.4766002 0.851161265 0.7057297121   0 0.843867643
## 314     5  13  14   4.4766002 0.851161265 0.7057297121   0 0.843867643
## 315     5  13  14   4.1123084 0.862202942 0.7442534281   0 0.854884015
## 316     5  13  14   3.2771590 0.869746591 0.7510748878   0 0.841301409
## 317     5  13  14   2.1255511 0.829901084 0.7251453761   0 0.880819204
## 318     5  13  14   1.5376233 0.798101598 0.7144030041   0 0.908348595
## 319     5  13  14   1.6931877 0.747195529 0.7064011443   0 0.940690048
## 320     5  13  14   1.5098224 0.723603480 0.6503694766   0 0.936546825
## 321     5  13  14   1.5270867 0.669203569 0.6954093650   0 0.945832820
## 322     5  13  14   1.5196827 0.654021441 0.6512963228   0 0.950068214
## 323     5  13  14   1.5970812 0.606324823 0.6948050696   0 0.947788382
## 324     5  13  14   1.6834129 0.514995815 0.6759265877   0 0.951623026
## 325     5  13  14   1.7511207 0.387435636 0.7063993234   0 0.960189677
## 326     5  13  14   2.1266926 0.317084715 0.7108179306   0 0.960656832
## 327     5  13  14   2.6067336 0.233578648 0.6845400150   0 0.966902817
## 328     5  13  14   2.8469414 0.178742666 0.6759982068   0 0.967939720
## 329     5  13  14   3.2590345 0.150446109 0.7097190782   0 0.963221949
## 330     5  13  14   3.4762841 0.141428676 0.7146957360   0 0.961535777
## 331     5  13  14   3.5596076 0.136713914 0.7158801391   0 0.964415845
## 332     5  13  14   3.5825926 0.134355060 0.7190713579   0 0.965371386
## 333     5  13  14   3.6067078 0.133306590 0.7254532652   0 0.963437064
## 334     5  13  14   3.5593697 0.134408984 0.7492984471   0 0.961122899
## 335     5  13  14   3.4995782 0.136446610 0.7862902660   0 0.960534638
## 336     5  13  14   3.4928205 0.136263493 0.7901478648   0 0.960447570
## 337     5  13  14   3.5164243 0.135289951 0.7957959284   0 0.961993603
## 338     5  13  14   3.5418438 0.133475508 0.7955253043   0 0.961980023
## 339     5  13  14   3.4641578 0.136303701 0.8012016909   0 0.960175158
## 340     5  13  14   3.4811523 0.135489261 0.8275543388   0 0.961212324
## 341     5  13  14   3.4951991 0.133911671 0.8433463776   0 0.959686007
## 342     5  13  14   3.5447346 0.132078310 0.8662157384   0 0.958629865
## 343     5  13  14   3.5476373 0.131129626 0.8430994925   0 0.961897297
## 344     5  13  14   3.5755648 0.130301566 0.8538055299   0 0.959524698
## 345     5  13  14   3.5549351 0.131218563 0.8712640181   0 0.953740060
## 346     5  13  14   3.6039280 0.129933776 0.8780512505   0 0.949850136
## 347     5  13  14   3.5466192 0.130872121 0.8822539123   0 0.947750414
## 348     5  13  14   3.5655902 0.130765004 0.8794778716   0 0.941217159
## 349     5  13  14   3.6492918 0.128034556 0.8887705577   0 0.938222008
## 350     5  13  14   3.5348475 0.130500876 0.8972378643   0 0.937289308
## 351     5  13  14   3.5671450 0.130679738 0.8956587278   0 0.938849285
## 352     5  13  14   3.5636709 0.129879377 0.8970028512   0 0.938286320
## 353     5  13  14   3.6062714 0.129534391 0.8908428167   0 0.937703737
## 354     5  13  14   3.6274381 0.129093674 0.8760805993   0 0.938900520
## 355     5  13  14   3.5801313 0.129558693 0.8815920164   0 0.936965870
## 356     5  13  14   3.6257204 0.128535521 0.8782919872   0 0.930867245
## 357     5  13  14   3.6722473 0.125767675 0.8953538486   0 0.931351961
## 358     5  13  14   3.7533180 0.122928180 0.9127534092   0 0.928604929
## 359     5  13  14   3.7645514 0.122505852 0.9181691665   0 0.926879404
## 360     5  13  14   3.8113469 0.120998085 0.9201217821   0 0.922737297
## 361     5  13  14   3.7667490 0.122191993 0.9227393486   0 0.924067559
## 362     5  13  14   3.6893550 0.123836638 0.9197579438   0 0.923037887
## 363     5  13  14   3.7155477 0.123549081 0.9184090886   0 0.921159367
## 364     5  13  14   3.7495340 0.122917651 0.9151381262   0 0.915367903
## 365     5  13  14   3.7495340 0.122917651 0.9151381262   0 0.915367903
## 366     5  13  14   3.7539748 0.126591648 0.9156750593   0 0.916531961
## 367     5  13  14   3.6356064 0.127010801 0.9167302366   0 0.914572189
## 368     5  13  14   3.7019466 0.125287666 0.9112296972   0 0.907480013
## 369     5  13  14   3.6417429 0.129381761 0.9055117641   0 0.893440636
## 370     5  13  14   3.6244262 0.128306941 0.9027803165   0 0.902415563
## 371     5  13  14   3.5878949 0.129961155 0.9090412655   0 0.908790513
## 372     5  13  14   3.6163344 0.130991369 0.8999659620   0 0.906970981
## 373     5  13  14   3.5522759 0.131836824 0.9011840553   0 0.909722628
## 374     5  13  14   3.6630264 0.127247448 0.9032197656   0 0.906532679
## 375     5  13  14   3.7922904 0.124872885 0.9018694827   0 0.892604897
## 376     5  13  14   3.7602429 0.124020120 0.9000655323   0 0.885108902
## 377     5  13  14   3.7787346 0.124329602 0.9013752829   0 0.877424271
## 378     5  13  14   3.7185057 0.125296876 0.8966428797   0 0.868625260
## 379     5  13  14   3.8028095 0.122934579 0.9062346433   0 0.866143475
## 380     5  13  14   3.8544887 0.120856853 0.8994185315   0 0.851269249
## 381     5  13  14   3.8364614 0.122309383 0.9043150668   0 0.847780028
## 382     5  13  14   3.7526837 0.123213537 0.9094991643   0 0.846650508
## 383     5  13  14   3.8101297 0.122360439 0.9259798937   0 0.870752236
## 384     5  13  14   3.7673443 0.121805684 0.9476864683   0 0.868611145
## 385     5  13  14   3.7735082 0.120730597 0.9545582737   0 0.845102424
## 386     5  13  14   3.7525839 0.121928234 0.9467605403   0 0.846225265
## 387     5  13  14   3.7718540 0.122518608 0.9376049714   0 0.843085725
## 388     5  13  14   3.8007292 0.121767658 0.9280177645   0 0.827500943
## 389     5  13  14   3.7301887 0.122978605 0.9398755514   0 0.836279787
## 390     5  13  14   3.6932247 0.123504345 0.9433802689   0 0.851100117
## 391     5  13  14   3.7476801 0.120538891 0.9625469059   0 0.848490460
## 392     5  13  14   3.6939138 0.122698843 0.9615367492   0 0.836645198
## 393     5  13  14   3.6683551 0.123605393 0.9621425027   0 0.844509054
## 394     5  13  14   3.7208421 0.121877869 0.9663087233   0 0.840994666
## 395     5  13  14   3.6038742 0.124855899 0.9646154535   0 0.847326241
## 396     5  13  14   3.7102761 0.121878338 0.9654429636   0 0.849318753
## 397     5  13  14   3.7098515 0.121870255 0.9633849051   0 0.847903657
## 398     5  13  14   3.7243543 0.120561010 0.9659149505   0 0.840786078
## 399     5  13  14   3.7472253 0.120961461 0.9727588864   0 0.827681963
## 400     5  13  14   3.7541968 0.121044161 0.9732543433   0 0.815411961
## 401     5  13  14   3.7864938 0.119682272 0.9742982394   0 0.810138254
## 402     5  13  14   3.7892218 0.119219150 0.9760593334   0 0.810696493
## 403     5  13  14   3.7616756 0.120538269 0.9756640064   0 0.809744147
## 404     5  13  14   3.6646010 0.123401167 0.9758076595   0 0.818108154
## 405     5  13  14   3.7694689 0.120433459 0.9766323619   0 0.811804856
## 406     5  13  14   3.7353489 0.120863463 0.9765713171   0 0.831115007
## 407     5  13  14   3.8182816 0.118269187 0.9796412012   0 0.813839083
## 408     5  13  14   3.9113174 0.116221157 0.9813145260   0 0.795447561
## 409     5  13  14   3.9260258 0.115614992 0.9837291572   0 0.774057281
## 410     5  13  14   3.9795711 0.115035560 0.9835459079   0 0.772813048
## 411     5  13  14   3.8927089 0.116958951 0.9823517483   0 0.773996030
## 412     5  13  14   3.9121273 0.117393353 0.9854734766   0 0.760438713
## 413     5  13  14   3.9617925 0.115607522 0.9865592032   0 0.745516558
## 414     5  13  14   4.0102318 0.114869282 0.9869044535   0 0.729721999
## 415     5  13  14   3.9927331 0.114855047 0.9867535800   0 0.735038614
## 416     5  13  14   3.9927331 0.114855047 0.9867535800   0 0.735038614
## 417     5  13  14   7.3063322 0.229751506 0.4921619199   0 0.226627771
## 418     5  13  14   7.3063322 0.229751506 0.4921619199   0 0.226627771
## 419     5  13  14   7.0001392 0.181179507 0.5167059907   0 0.199566034
## 420     5  13  14   7.0280066 0.140085406 0.5293971202   0 0.216279879
## 421     5  13  14   8.0703816 0.121745790 0.5472053191   0 0.223080840
## 422     5  13  14   8.1088291 0.119660067 0.5469790681   0 0.227556029
## 423     5  13  14   7.9310344 0.120284903 0.5397428060   0 0.238079707
## 424     5  13  14   7.4459259 0.125081482 0.5342814317   0 0.257392168
## 425     5  13  14   7.4310194 0.120332252 0.5672769441   0 0.254746516
## 426     5  13  14   7.4012263 0.119757963 0.5725862609   0 0.252588880
## 427     5  13  14   6.4189352 0.124118460 0.6546466018   0 0.259714689
## 428     5  13  14   5.9739307 0.125395377 0.7004205883   0 0.257729502
## 429     5  13  14   5.9147073 0.124281628 0.7148343788   0 0.262719265
## 430     5  13  14   5.9382240 0.123830544 0.7209933628   0 0.262140439
## 431     5  13  14   5.8741865 0.124062738 0.7296020047   0 0.264141109
## 432     5  13  14   5.7107881 0.126112489 0.7344630953   0 0.264221773
## 433     5  13  14   6.0634314 0.119701869 0.7296168615   0 0.263687763
## 434     5  13  14   6.0539153 0.122876531 0.7041080861   0 0.265852157
## 435     5  13  14   6.1970896 0.122605682 0.6765659670   0 0.261386030
## 436     5  13  14   6.3367331 0.121290066 0.6602399298   0 0.260956474
## 437     5  13  14   6.6288055 0.121082018 0.6143217755   0 0.256291673
## 438     5  13  14   5.8413059 0.127005809 0.6972635842   0 0.272533340
## 439     5  13  14   6.2163443 0.121948361 0.6883447831   0 0.251397262
## 440     5  13  14   6.4424977 0.118668687 0.6767507879   0 0.259725329
## 441     5  13  14   6.2385465 0.119649689 0.7160447315   0 0.253042832
## 442     5  13  14   6.0424791 0.122757710 0.7132836741   0 0.259016151
## 443     5  13  14   6.5192375 0.121965452 0.6488005078   0 0.251622020
## 444     5  13  14   6.4010180 0.124134330 0.6303328404   0 0.263337176
## 445     5  13  14   6.7214380 0.119333681 0.6223352742   0 0.253079264
## 446     5  13  14   6.7878829 0.118244195 0.6415314732   0 0.244750118
## 447     5  13  14   7.1006688 0.117055078 0.5892367287   0 0.243727403
## 448     5  13  14   6.9854740 0.116386908 0.6126603763   0 0.243460506
## 449     5  13  14   6.8112378 0.114607622 0.6449641561   0 0.242528519
## 450     5  13  14   6.9598431 0.116411147 0.6027717890   0 0.243029306
## 451     5  13  14   7.1747122 0.112379817 0.6347374627   0 0.231393284
## 452     5  13  14   6.9235033 0.110389385 0.6981781076   0 0.224735793
## 453     5  13  14   6.6857330 0.110597550 0.7233885395   0 0.225743740
## 454     5  13  14   6.6396004 0.111672421 0.7283731968   0 0.223349906
## 455     5  13  14   6.3947162 0.112640414 0.7568061184   0 0.225129763
## 456     5  13  14   6.2765813 0.112827009 0.7758842743   0 0.224129318
## 457     5  13  14   6.0236440 0.114878380 0.7985935715   0 0.229232600
## 458     5  13  14   5.7929502 0.115632173 0.8106114076   0 0.235871441
## 459     5  13  14   5.8254434 0.115794684 0.8061360415   0 0.234594914
## 460     5  13  14   5.7932990 0.116956845 0.8005372724   0 0.240271027
## 461     5  13  14   5.8340404 0.115766082 0.7943076186   0 0.242552992
## 462     5  13  14   5.7644085 0.117039610 0.7968996734   0 0.241087120
## 463     5  13  14   5.7091792 0.118017107 0.7961575509   0 0.241951874
## 464     5  13  14   5.5235361 0.119506256 0.8138758052   0 0.246765978
## 465     5  13  14   5.5091064 0.119969710 0.8073719442   0 0.249933211
## 466     5  13  14   5.4778335 0.119880121 0.7983262321   0 0.251746606
## 467     5  13  14   5.7023635 0.117658417 0.7837235955   0 0.247475014
## 468     5  13  14   5.6747721 0.118490929 0.7835064138   0 0.246409299
## 469     5  13  14   5.6747721 0.118490929 0.7835064138   0 0.246409299
## 470     5  13  14   5.7617217 0.120308585 0.7823517640   0 0.245788210
## 471     5  13  14   5.5240497 0.125259804 0.7823086514   0 0.243896482
## 472     5  13  14   5.6695352 0.124885460 0.7829386276   0 0.230314881
## 473     5  13  14   5.7153352 0.122125280 0.7920418191   0 0.241652179
## 474     5  13  14   5.5368927 0.124970510 0.7959769594   0 0.248935623
## 475     5  13  14   5.4735911 0.123876539 0.8120980465   0 0.248009509
## 476     5  13  14   5.3008670 0.125030132 0.8210543670   0 0.264643488
## 477     5  13  14   5.0730707 0.128602044 0.8254616858   0 0.272239811
## 478     5  13  14   5.1179599 0.126965551 0.8348222896   0 0.273102145
## 479     5  13  14   5.0028263 0.129146173 0.8391230060   0 0.272269657
## 480     5  13  14   4.8302870 0.132270952 0.8423597698   0 0.283261523
## 481     5  13  14   4.6253365 0.135837392 0.8529312297   0 0.291453915
## 482     5  13  14   4.6548661 0.133684109 0.8630761151   0 0.275424257
## 483     5  13  14   4.8309551 0.129103557 0.8671772360   0 0.275648193
## 484     5  13  14   4.7348721 0.129512155 0.8732127163   0 0.273083472
## 485     5  13  14   4.8246846 0.128810241 0.8721203014   0 0.273696790
## 486     5  13  14   4.8628975 0.127491989 0.8855501574   0 0.258049603
## 487     5  13  14   4.9756682 0.123315152 0.8986054224   0 0.249780946
## 488     5  13  14   4.9167115 0.123611605 0.9041384470   0 0.250944161
## 489     5  13  14   4.8437779 0.124352550 0.9150757489   0 0.249188199
## 490     5  13  14   4.8346613 0.124886809 0.9096002265   0 0.252543037
## 491     5  13  14   4.8650508 0.125130225 0.9102222782   0 0.254915553
## 492     5  13  14   4.9830115 0.121806814 0.9117360140   0 0.250270124
## 493     5  13  14   4.9906710 0.121720027 0.9101189490   0 0.241415735
## 494     5  13  14   5.0229322 0.122209414 0.9054406228   0 0.241765487
## 495     5  13  14   4.9608277 0.122923300 0.8982841858   0 0.252461649
## 496     5  13  14   5.1038045 0.120456350 0.8853673417   0 0.247728504
## 497     5  13  14   5.0892764 0.120884626 0.8806991365   0 0.250603386
## 498     5  13  14   4.9562509 0.121631083 0.9011096937   0 0.254848716
## 499     5  13  14   4.8050760 0.122663218 0.9150698796   0 0.252868350
## 500     5  13  14   4.7317177 0.121973876 0.9330042360   0 0.253067455
## 501     5  13  14   4.7541098 0.120608855 0.9352067395   0 0.258738751
## 502     5  13  14   4.7289437 0.120319083 0.9414440211   0 0.258299124
## 503     5  13  14   4.7277001 0.120418205 0.9411394342   0 0.253517136
## 504     5  13  14   4.7663955 0.119554993 0.9405635054   0 0.245690308
## 505     5  13  14   4.7482226 0.119485724 0.9412366041   0 0.248976168
## 506     5  13  14   4.8181207 0.118293073 0.9378209843   0 0.243298703
## 507     5  13  14   4.8724918 0.117782544 0.9388461859   0 0.237501169
## 508     5  13  14   4.8630853 0.118188714 0.9379010584   0 0.246482129
## 509     5  13  14   4.7703611 0.119333977 0.9414996628   0 0.245799582
## 510     5  13  14   4.7827867 0.119708328 0.9366539833   0 0.245134645
## 511     5  13  14   4.7190959 0.121529376 0.9343200410   0 0.250368823
## 512     5  13  14   4.7704236 0.119902674 0.9369551909   0 0.248364097
## 513     5  13  14   4.7756717 0.119447303 0.9375116177   0 0.248225956
## 514     5  13  14   4.7150590 0.121079317 0.9378548055   0 0.249033896
## 515     5  13  14   4.7588222 0.120325351 0.9374272756   0 0.246431032
## 516     5  13  14   4.6818753 0.120929474 0.9422889586   0 0.254091670
## 517     5  13  14   4.6476680 0.121254052 0.9412995118   0 0.255289410
## 518     5  13  14   4.6916168 0.121475532 0.9385671966   0 0.256523405
## 519     5  13  14   4.6609703 0.122012365 0.9377968350   0 0.259508939
## 520     5  13  14   4.6609703 0.122012365 0.9377968350   0 0.259508939
## 521     5  13  14   2.9412662 0.680189546 0.9756953456   0 0.710896300
## 522     5  13  14   2.9412662 0.680189546 0.9756953456   0 0.710896300
## 523     5  13  14   2.5066728 0.652927160 0.9784172680   0 0.708520067
## 524     5  13  14   1.8319138 0.639555732 0.9771512548   0 0.717097643
## 525     5  13  14   1.4592590 0.478452494 0.9777719725   0 0.726543699
## 526     5  13  14   1.8168150 0.401947398 0.9806177349   0 0.726949156
## 527     5  13  14   2.1569691 0.274223337 0.9865762916   0 0.737560825
## 528     5  13  14   2.4496967 0.225476302 0.9866466331   0 0.751818729
## 529     5  13  14   2.7769440 0.189090529 0.9851616891   0 0.762958879
## 530     5  13  14   3.3467553 0.158623427 0.9819873331   0 0.766119754
## 531     5  13  14   3.5657427 0.146392443 0.9835755481   0 0.753644287
## 532     5  13  14   3.6201369 0.144134805 0.9834625555   0 0.735036824
## 533     5  13  14   3.6932723 0.141684180 0.9833326127   0 0.708109773
## 534     5  13  14   3.8116935 0.138953639 0.9832733771   0 0.689032318
## 535     5  13  14   3.7272845 0.139943617 0.9825935897   0 0.662275417
## 536     5  13  14   3.7867121 0.138848944 0.9845154853   0 0.638163514
## 537     5  13  14   3.8853711 0.134945888 0.9857792973   0 0.610718890
## 538     5  13  14   3.9830425 0.132312875 0.9863429164   0 0.606479241
## 539     5  13  14   4.1047030 0.129508220 0.9876312688   0 0.589373943
## 540     5  13  14   4.1126488 0.129138537 0.9868863717   0 0.573740602
## 541     5  13  14   4.0244196 0.131250665 0.9857591605   0 0.570560479
## 542     5  13  14   4.0941413 0.126823222 0.9826442676   0 0.572573700
## 543     5  13  14   4.0769462 0.127595749 0.9841527861   0 0.572813771
## 544     5  13  14   3.9733247 0.129150012 0.9841002316   0 0.580985979
## 545     5  13  14   4.0430663 0.126792541 0.9851839336   0 0.574553028
## 546     5  13  14   3.9990639 0.127462011 0.9864177981   0 0.575805821
## 547     5  13  14   4.0692326 0.125285996 0.9860766346   0 0.571858337
## 548     5  13  14   4.1404299 0.125090432 0.9869035060   0 0.554442536
## 549     5  13  14   4.1613574 0.124082314 0.9867545585   0 0.553799816
## 550     5  13  14   4.1186876 0.124594836 0.9853557107   0 0.553176216
## 551     5  13  14   4.1646966 0.123595761 0.9850594558   0 0.530299020
## 552     5  13  14   4.2005857 0.123060216 0.9797094990   0 0.516628639
## 553     5  13  14   4.1667827 0.123927243 0.9779316485   0 0.523792537
## 554     5  13  14   4.2273818 0.120972864 0.9790326882   0 0.523200696
## 555     5  13  14   4.2384319 0.121068191 0.9781275648   0 0.521683436
## 556     5  13  14   4.1687541 0.123092754 0.9738887868   0 0.508618182
## 557     5  13  14   4.3017422 0.119381550 0.9754983159   0 0.509075016
## 558     5  13  14   4.3191369 0.118871672 0.9766062045   0 0.493885238
## 559     5  13  14   4.2974665 0.119365888 0.9797761746   0 0.489307819
## 560     5  13  14   4.3535023 0.117997392 0.9789018554   0 0.500990567
## 561     5  13  14   4.3388878 0.118026407 0.9799364425   0 0.492811260
## 562     5  13  14   4.4624881 0.115329343 0.9796310417   0 0.481532940
## 563     5  13  14   4.5351142 0.114818756 0.9796122933   0 0.465898588
## 564     5  13  14   4.5423562 0.114529280 0.9804324743   0 0.460778038
## 565     5  13  14   4.5227400 0.114937225 0.9823151572   0 0.453704205
## 566     5  13  14   4.4554330 0.116226621 0.9803952014   0 0.468412153
## 567     5  13  14   4.4538031 0.116372741 0.9806233604   0 0.469117596
## 568     5  13  14   4.5595433 0.113746091 0.9788747120   0 0.452982811
## 569     5  13  14   4.6135955 0.112708423 0.9795329737   0 0.442922223
## 570     5  13  14   4.5123468 0.115433189 0.9798966180   0 0.452885740
## 571     5  13  14   4.4747418 0.115505384 0.9797565371   0 0.466604057
## 572     5  13  14   4.4367180 0.116309484 0.9799563138   0 0.467674230
## 573     5  13  14   4.4367180 0.116309484 0.9799563138   0 0.467674230
## 574     5  13  14   4.4423597 0.120165984 0.9803651724   0 0.469333727
## 575     5  13  14   4.3698410 0.121644664 0.9802786457   0 0.463808819
## 576     5  13  14   4.2767389 0.124304040 0.9783848591   0 0.466092735
## 577     5  13  14   4.3449980 0.121716143 0.9801536765   0 0.467776450
## 578     5  13  14   4.2862958 0.124244809 0.9819225096   0 0.464518954
## 579     5  13  14   4.0606712 0.129022351 0.9862357490   0 0.482824251
## 580     5  13  14   4.1858415 0.125413911 0.9851467286   0 0.461987718
## 581     5  13  14   4.2537700 0.124220428 0.9830916304   0 0.466734475
## 582     5  13  14   4.2018738 0.123718573 0.9823509516   0 0.489433186
## 583     5  13  14   4.1511282 0.126016344 0.9773852908   0 0.471757367
## 584     5  13  14   4.2592432 0.123085337 0.9771371567   0 0.467198888
## 585     5  13  14   4.2055850 0.123658881 0.9757437068   0 0.464168314
## 586     5  13  14   4.1635018 0.126131766 0.9729982073   0 0.453732696
## 587     5  13  14   4.2490909 0.124097063 0.9734035905   0 0.447284503
## 588     5  13  14   4.0835749 0.128208484 0.9717265989   0 0.457456284
## 589     5  13  14   4.1842018 0.123926599 0.9712966288   0 0.470039074
## 590     5  13  14   4.0047558 0.128107305 0.9721813841   0 0.491301967
## 591     5  13  14   4.0422310 0.127052210 0.9758171803   0 0.494085528
## 592     5  13  14   4.0577802 0.126243656 0.9764086358   0 0.487898031
## 593     5  13  14   3.9256583 0.128850979 0.9768730242   0 0.506565963
## 594     5  13  14   4.0391981 0.126052146 0.9779165488   0 0.493000722
## 595     5  13  14   4.2939807 0.122142038 0.9815450165   0 0.459642380
## 596     5  13  14   4.3596297 0.118838013 0.9823549258   0 0.449453328
## 597     5  13  14   4.3795360 0.119002952 0.9834201616   0 0.443613164
## 598     5  13  14   4.4145955 0.118908113 0.9836712685   0 0.447388520
## 599     5  13  14   4.4414888 0.119044266 0.9835658104   0 0.431824226
## 600     5  13  14   4.3984016 0.118267520 0.9838084132   0 0.440866161
## 601     5  13  14   4.5323004 0.115575308 0.9833886506   0 0.430394343
## 602     5  13  14   4.5604780 0.115586954 0.9848729947   0 0.419773716
## 603     5  13  14   4.6593290 0.114117790 0.9847161954   0 0.403720430
## 604     5  13  14   4.6417329 0.113384484 0.9844449413   0 0.411165726
## 605     5  13  14   4.5180318 0.116264855 0.9858739239   0 0.417984206
## 606     5  13  14   4.4865159 0.116136271 0.9860675456   0 0.422023301
## 607     5  13  14   4.4597451 0.116977040 0.9847484788   0 0.423169992
## 608     5  13  14   4.3696256 0.119183000 0.9848786541   0 0.429924702
## 609     5  13  14   4.3615242 0.119402904 0.9853509256   0 0.424742899
## 610     5  13  14   4.4818365 0.116285897 0.9839180711   0 0.432165626
## 611     5  13  14   4.4427145 0.116568749 0.9844528950   0 0.424348511
## 612     5  13  14   4.4875995 0.115201476 0.9849913580   0 0.425238976
## 613     5  13  14   4.4400691 0.116513909 0.9865962553   0 0.421428170
## 614     5  13  14   4.4672207 0.114969005 0.9872200883   0 0.422678512
## 615     5  13  14   4.4227384 0.116433455 0.9872244465   0 0.421732480
## 616     5  13  14   4.4410540 0.116769141 0.9871373661   0 0.419947766
## 617     5  13  14   4.4603038 0.116635555 0.9873561386   0 0.415431493
## 618     5  13  14   4.5512432 0.114326264 0.9876231558   0 0.410935701
## 619     5  13  14   4.5552388 0.113714549 0.9874164594   0 0.408393184
## 620     5  13  14   4.5330732 0.115072619 0.9873005427   0 0.406235805
## 621     5  13  14   4.5348109 0.115395140 0.9879079634   0 0.405910799
## 622     5  13  14   4.6041513 0.113143773 0.9876574870   0 0.397747864
## 623     5  13  14   4.6178497 0.112936215 0.9867798544   0 0.390933440
## 624     5  13  14   4.6178497 0.112936215 0.9867798544   0 0.390933440
## 625     5  13  14   5.8174297 0.039730143 0.2595420642   0 0.009686305
## 626     5  13  14   5.8174297 0.039730143 0.2595420642   0 0.009686305
## 627     5  13  14   5.2121303 0.033727198 0.2346707449   0 0.012628985
## 628     5  13  14   8.8227314 0.031517175 0.3245316723   0 0.012538045
## 629     5  13  14  10.9634328 0.038454321 0.3810315735   0 0.022397087
## 630     5  13  14  15.8495033 0.053051515 0.4285921242   0 0.028710263
## 631     5  13  14  19.5848567 0.079775838 0.4650722814   0 0.031152360
## 632     5  13  14  22.8394268 0.120946663 0.4927028336   0 0.029613382
## 633     5  13  14  25.6707865 0.074288224 0.4995041611   0 0.060066179
## 634     5  13  14  41.0808708 0.059347780 0.4524521240   0 0.077878152
## 635     5  13  14  33.6854878 0.056652245 0.4220346342   0 0.090845345
## 636     5  13  14  34.5672201 0.051130068 0.4060971535   0 0.101468102
## 637     5  13  14  32.2388327 0.053117237 0.3808972135   0 0.106421048
## 638     5  13  14  29.7034973 0.052821734 0.3974204803   0 0.112991916
## 639     5  13  14  31.2287222 0.051616669 0.3815467851   0 0.113849650
## 640     5  13  14  34.6659986 0.052412469 0.3385505032   0 0.106521490
## 641     5  13  14  36.4030486 0.051673787 0.3077933453   0 0.111890918
## 642     5  13  14  38.5830437 0.050164745 0.3155036580   0 0.107360962
## 643     5  13  14  35.2069952 0.050791541 0.3422196210   0 0.112888350
## 644     5  13  14  33.0429031 0.052803049 0.3557035588   0 0.110226781
## 645     5  13  14  32.7249209 0.050979477 0.3586813159   0 0.116562510
## 646     5  13  14  30.9881031 0.054408523 0.3827612868   0 0.109248306
## 647     5  13  14  28.9151704 0.054586500 0.3789353235   0 0.120697271
## 648     5  13  14  28.4822283 0.053258428 0.4192151721   0 0.113211735
## 649     5  13  14  26.2558132 0.053415240 0.4707685480   0 0.110192715
## 650     5  13  14  26.1620705 0.052255243 0.4833394346   0 0.112394159
## 651     5  13  14  24.7544406 0.053394560 0.5081075365   0 0.110574300
## 652     5  13  14  22.2872722 0.054014793 0.5890293604   0 0.106145086
## 653     5  13  14  21.9454851 0.053342358 0.6253545170   0 0.101291396
## 654     5  13  14  21.2545410 0.052473423 0.6375620588   0 0.110967784
## 655     5  13  14  21.5523261 0.053699357 0.5933000859   0 0.109896932
## 656     5  13  14  21.5628358 0.053297646 0.5939896830   0 0.108146235
## 657     5  13  14  21.6675452 0.052719423 0.5823074273   0 0.112950687
## 658     5  13  14  21.7126571 0.054886795 0.5427351157   0 0.112261413
## 659     5  13  14  22.7434594 0.054215283 0.5302222002   0 0.109871397
## 660     5  13  14  21.0596754 0.053881805 0.5692676845   0 0.110839136
## 661     5  13  14  21.7028499 0.053456636 0.5640236935   0 0.110081416
## 662     5  13  14  24.0272138 0.053222141 0.5122843568   0 0.107215386
## 663     5  13  14  24.2827311 0.053892202 0.5095724571   0 0.105567796
## 664     5  13  14  23.2106306 0.054768522 0.5245653558   0 0.105619568
## 665     5  13  14  22.7724025 0.054054855 0.5566632809   0 0.105482569
## 666     5  13  14  21.8927581 0.054100975 0.5796299865   0 0.106275532
## 667     5  13  14  20.6504939 0.053777419 0.6219702424   0 0.106752516
## 668     5  13  14  21.2311125 0.054756297 0.6039157909   0 0.103796311
## 669     5  13  14  20.1260348 0.054672486 0.6254527150   0 0.106542855
## 670     5  13  14  19.4145840 0.054421523 0.6300630876   0 0.115046927
## 671     5  13  14  18.6057792 0.056084702 0.6373993220   0 0.113781792
## 672     5  13  14  19.2777859 0.054650344 0.6414899854   0 0.110968222
## 673     5  13  14  19.6825951 0.054629336 0.6402610178   0 0.107503566
## 674     5  13  14  19.7978253 0.055972544 0.6396188830   0 0.105711471
## 675     5  13  14  19.6812681 0.054913219 0.6482312854   0 0.109092171
## 676     5  13  14  19.2621457 0.055889312 0.6536034864   0 0.108278740
## 677     5  13  14  19.2621457 0.055889312 0.6536034864   0 0.108278740
## 678     5  13  14  18.6609490 0.057919615 0.6497814780   0 0.107206621
## 679     5  13  14  18.7912045 0.059181891 0.6523395570   0 0.104308022
## 680     5  13  14  18.6970551 0.060875620 0.6279685785   0 0.104829350
## 681     5  13  14  18.3003933 0.057623373 0.6596260471   0 0.114006703
## 682     5  13  14  19.7294597 0.059204226 0.5872806593   0 0.112740781
## 683     5  13  14  21.1502726 0.058916298 0.5774238282   0 0.102087029
## 684     5  13  14  21.4081830 0.058232307 0.5785360264   0 0.105729499
## 685     5  13  14  20.2970404 0.059620741 0.6016445129   0 0.106349426
## 686     5  13  14  21.3670076 0.059611299 0.5906866770   0 0.102461754
## 687     5  13  14  21.6087130 0.058639314 0.6095079199   0 0.100607123
## 688     5  13  14  20.0091843 0.060005533 0.6381632012   0 0.100886406
## 689     5  13  14  18.2633835 0.059841632 0.7065918210   0 0.105434194
## 690     5  13  14  19.8491706 0.058731533 0.6929059830   0 0.101719486
## 691     5  13  14  19.8419776 0.058932058 0.7019583634   0 0.096889163
## 692     5  13  14  19.6962095 0.059724834 0.6776676124   0 0.098504787
## 693     5  13  14  21.7634984 0.059328523 0.5723187217   0 0.102096147
## 694     5  13  14  23.5823527 0.060259251 0.5129420663   0 0.099424771
## 695     5  13  14  23.8279339 0.060551173 0.4908343286   0 0.098000563
## 696     5  13  14  25.4984582 0.060961240 0.4404945367   0 0.097730259
## 697     5  13  14  25.9709160 0.059283571 0.4442174992   0 0.095159187
## 698     5  13  14  27.7951741 0.060797643 0.4124735879   0 0.092540753
## 699     5  13  14  27.8754713 0.059864341 0.4141146729   0 0.092994425
## 700     5  13  14  27.2089268 0.060834259 0.4169873435   0 0.094802793
## 701     5  13  14  26.8687421 0.061681250 0.4148892869   0 0.094538833
## 702     5  13  14  29.2316034 0.060863763 0.3757379204   0 0.093327326
## 703     5  13  14  26.6883337 0.061809898 0.3925243171   0 0.097637713
## 704     5  13  14  28.0683493 0.060646623 0.3847876312   0 0.097656256
## 705     5  13  14  30.0049749 0.060144972 0.3603497061   0 0.094413738
## 706     5  13  14  28.5940955 0.060679617 0.3645929951   0 0.098210345
## 707     5  13  14  30.3865296 0.060686063 0.3514388733   0 0.095172880
## 708     5  13  14  30.5207973 0.061660178 0.3325124574   0 0.095175741
## 709     5  13  14  32.8911414 0.061912328 0.3088336033   0 0.094634684
## 710     5  13  14  32.6748105 0.061578315 0.3023929464   0 0.095915367
## 711     5  13  14  33.2555781 0.062339389 0.2951581235   0 0.093481622
## 712     5  13  14  34.7126197 0.062033859 0.2760909186   0 0.096617364
## 713     5  13  14  33.5768780 0.063215524 0.2754010285   0 0.096717238
## 714     5  13  14  33.3123732 0.063150686 0.2812967580   0 0.094893080
## 715     5  13  14  34.2208161 0.061372672 0.2910083236   0 0.094525211
## 716     5  13  14  36.9307546 0.062110477 0.2725546294   0 0.088316705
## 717     5  13  14  34.6959040 0.062452835 0.2964934030   0 0.088768968
## 718     5  13  14  35.6628653 0.063705106 0.2832922256   0 0.087472568
## 719     5  13  14  35.5790430 0.062689788 0.2822761062   0 0.089956626
## 720     5  13  14  36.1712448 0.062812923 0.2758144631   0 0.089286449
## 721     5  13  14  36.6482643 0.063995277 0.2743136287   0 0.087606746
## 722     5  13  14  37.3741335 0.063257033 0.2645191860   0 0.088868566
## 723     5  13  14  35.8405014 0.064203717 0.2687639414   0 0.089979758
## 724     5  13  14  35.0176081 0.063110589 0.2675807700   0 0.093487090
## 725     5  13  14  35.7641252 0.064020346 0.2524615136   0 0.093276186
## 726     5  13  14  38.5224260 0.064349978 0.2305248283   0 0.091590585
## 727     5  13  14  38.8001063 0.064150779 0.2326738932   0 0.090866020
## 728     5  13  14  38.8001063 0.064150779 0.2326738932   0 0.090866020
## 729     5  13  14   6.2852381 0.543752337 0.3356263675   0 0.305613871
## 730     5  13  14   6.2852381 0.543752337 0.3356263675   0 0.305613871
## 731     5  13  14   4.8229698 0.505877439 0.3273510654   0 0.289660118
## 732     5  13  14   5.0732745 0.398074531 0.3289954945   0 0.312802367
## 733     5  13  14   5.4705507 0.320181747 0.2576582078   0 0.292999002
## 734     5  13  14   6.2658531 0.251512710 0.2833569254   0 0.269095266
## 735     5  13  14   5.7128760 0.199410387 0.2839893580   0 0.360577127
## 736     5  13  14   5.8312070 0.176671151 0.3037517840   0 0.409071466
## 737     5  13  14   6.3182765 0.140018524 0.3085261035   0 0.475911334
## 738     5  13  14   8.1584306 0.124407231 0.3099804657   0 0.392547306
## 739     5  13  14   8.7848359 0.122798855 0.2700899386   0 0.363790816
## 740     5  13  14   8.6143962 0.123727358 0.2739690801   0 0.361306216
## 741     5  13  14   8.8951350 0.120476614 0.2452855430   0 0.366276118
## 742     5  13  14   9.3485385 0.122218367 0.2388869377   0 0.328191909
## 743     5  13  14  10.3803992 0.114061063 0.2322379745   0 0.307746793
## 744     5  13  14  10.6694082 0.111217927 0.2508229551   0 0.290830341
## 745     5  13  14  10.6084694 0.108235696 0.2794479462   0 0.281303117
## 746     5  13  14   9.8408322 0.113428288 0.2608589603   0 0.307049532
## 747     5  13  14  10.2162950 0.111472850 0.2503282621   0 0.303400652
## 748     5  13  14  10.2062176 0.113021937 0.2358925193   0 0.308528075
## 749     5  13  14  10.2327867 0.112979859 0.2199624284   0 0.315495334
## 750     5  13  14  10.9519344 0.106855027 0.2337676036   0 0.300125933
## 751     5  13  14  10.5898314 0.109093605 0.2288047538   0 0.307533557
## 752     5  13  14  10.7359486 0.109028450 0.2349226360   0 0.297728870
## 753     5  13  14  10.1711679 0.108479798 0.2482230112   0 0.313250399
## 754     5  13  14  10.1201498 0.111384292 0.2407034868   0 0.304857363
## 755     5  13  14   9.8180229 0.110488406 0.2597892502   0 0.306889191
## 756     5  13  14   9.5413013 0.113004021 0.2416680872   0 0.321475074
## 757     5  13  14   9.7440067 0.111019405 0.2534761987   0 0.310700740
## 758     5  13  14   9.4320265 0.112096484 0.2438472623   0 0.328999650
## 759     5  13  14   9.9993739 0.109052397 0.2455704311   0 0.308088766
## 760     5  13  14   9.7614689 0.111879402 0.2313536256   0 0.316704187
## 761     5  13  14  10.4331921 0.107162127 0.2331080384   0 0.303928747
## 762     5  13  14  10.2393719 0.105639854 0.2391546130   0 0.313408519
## 763     5  13  14  10.2170938 0.105185469 0.2420184191   0 0.316478932
## 764     5  13  14   9.7490111 0.108044680 0.2454918305   0 0.327673805
## 765     5  13  14   9.5295595 0.108494501 0.2517546810   0 0.331985939
## 766     5  13  14   9.4108317 0.107706687 0.2573822244   0 0.338403464
## 767     5  13  14   9.5180265 0.107239693 0.2466166204   0 0.339922303
## 768     5  13  14   9.2260209 0.108654416 0.2348277880   0 0.355004619
## 769     5  13  14   9.4535249 0.108983885 0.2072201397   0 0.351048992
## 770     5  13  14   9.6585400 0.107308693 0.1914098903   0 0.352722739
## 771     5  13  14   9.5984549 0.107666740 0.1935856819   0 0.353915017
## 772     5  13  14   9.4624856 0.108132414 0.2020121534   0 0.353100536
## 773     5  13  14   9.6195118 0.107346507 0.1952217176   0 0.353816824
## 774     5  13  14   9.2369908 0.108464723 0.2054392537   0 0.359503231
## 775     5  13  14   8.7333344 0.113017598 0.2069532528   0 0.368232855
## 776     5  13  14   9.0886418 0.109371611 0.1979465248   0 0.369065086
## 777     5  13  14   8.9624638 0.110534995 0.1940642629   0 0.370381579
## 778     5  13  14   9.0453958 0.111676326 0.1886927155   0 0.368594555
## 779     5  13  14   9.0726617 0.112590977 0.1828758780   0 0.364857822
## 780     5  13  14   9.3109284 0.111235225 0.1788826685   0 0.360370215
## 781     5  13  14   9.3109284 0.111235225 0.1788826685   0 0.360370215
## 782     5  13  14   9.3531923 0.114964577 0.1763473883   0 0.361592708
## 783     5  13  14   9.5365518 0.114886492 0.1743837000   0 0.350696399
## 784     5  13  14   9.7761192 0.108047382 0.1750209571   0 0.368298933
## 785     5  13  14   8.5757192 0.118517148 0.1801370276   0 0.389483322
## 786     5  13  14   8.3323484 0.118322872 0.1972742038   0 0.388467852
## 787     5  13  14   8.3011031 0.116169723 0.2123022207   0 0.397013554
## 788     5  13  14   7.8159617 0.115722722 0.2161638335   0 0.427958964
## 789     5  13  14   7.6296528 0.119848587 0.2075240686   0 0.421534292
## 790     5  13  14   7.6854546 0.118869014 0.2161693742   0 0.416815488
## 791     5  13  14   7.0764470 0.125978110 0.2048405271   0 0.435956709
## 792     5  13  14   7.2884304 0.124990349 0.1954423048   0 0.436538094
## 793     5  13  14   7.1335950 0.124622650 0.1907300934   0 0.445640153
## 794     5  13  14   7.2724883 0.121059061 0.2080700966   0 0.440254240
## 795     5  13  14   6.9934485 0.127960210 0.1948206906   0 0.437269336
## 796     5  13  14   7.6562931 0.117696472 0.2234611308   0 0.423291496
## 797     5  13  14   7.2666196 0.120939123 0.2264202397   0 0.430866738
## 798     5  13  14   7.4185829 0.117502448 0.2450051851   0 0.432519435
## 799     5  13  14   7.5612764 0.115021501 0.2461424664   0 0.422149929
## 800     5  13  14   7.4984311 0.117179389 0.2571688003   0 0.416970649
## 801     5  13  14   7.4149198 0.119616402 0.2392405944   0 0.422266710
## 802     5  13  14   7.4404775 0.117652589 0.2479347051   0 0.422084071
## 803     5  13  14   8.3138697 0.113106762 0.2444647247   0 0.381553218
## 804     5  13  14   8.2908730 0.112794307 0.2464349089   0 0.381227072
## 805     5  13  14   8.1973079 0.113350593 0.2441914594   0 0.387639820
## 806     5  13  14   7.3529823 0.116055241 0.3014424355   0 0.408245750
## 807     5  13  14   7.0727807 0.117798124 0.3344831518   0 0.412803396
## 808     5  13  14   6.4232011 0.119829103 0.4182275170   0 0.423298562
## 809     5  13  14   5.9172878 0.120487073 0.4719943174   0 0.451394884
## 810     5  13  14   5.8813960 0.120738935 0.4838237858   0 0.439695780
## 811     5  13  14   5.8911752 0.121766428 0.4780948367   0 0.438815236
## 812     5  13  14   5.8684087 0.123856830 0.4600758747   0 0.442297276
## 813     5  13  14   6.0158933 0.119665268 0.4632759240   0 0.437364380
## 814     5  13  14   6.0759365 0.120050209 0.4698338854   0 0.427102412
## 815     5  13  14   6.3594702 0.117720889 0.4360991582   0 0.420187782
## 816     5  13  14   6.1569667 0.118577581 0.4561350122   0 0.428471807
## 817     5  13  14   6.4288770 0.116067240 0.4776401497   0 0.399606870
## 818     5  13  14   6.3868849 0.114018287 0.4999810802   0 0.405425879
## 819     5  13  14   6.1207388 0.114847444 0.5442991160   0 0.406187740
## 820     5  13  14   5.8882159 0.115169081 0.5663140573   0 0.423644320
## 821     5  13  14   6.2537450 0.115649730 0.4949679767   0 0.415984827
## 822     5  13  14   6.1741685 0.116213244 0.5068616069   0 0.413046619
## 823     5  13  14   6.0563278 0.115290068 0.5270659547   0 0.420135340
## 824     5  13  14   6.1723209 0.115598916 0.4961957633   0 0.429128721
## 825     5  13  14   5.9988905 0.117299290 0.4634571547   0 0.452805625
## 826     5  13  14   6.2083116 0.115326701 0.4628659223   0 0.440635905
## 827     5  13  14   6.2466469 0.114406961 0.4608610879   0 0.435049513
## 828     5  13  14   6.3037883 0.114427378 0.4674929138   0 0.426752610
## 829     5  13  14   6.1467246 0.115096061 0.4821628181   0 0.433258658
## 830     5  13  14   6.1625809 0.115194159 0.4868031002   0 0.434148728
## 831     5  13  14   6.2542917 0.115485609 0.4518042439   0 0.431906449
## 832     5  13  14   6.2542917 0.115485609 0.4518042439   0 0.431906449
## 833     5  13  14   2.8732586 0.549277579 0.2539440163   0 0.065551419
## 834     5  13  14   2.8732586 0.549277579 0.2539440163   0 0.065551419
## 835     5  13  14   3.3037770 0.592025340 0.3040957304   0 0.060399498
## 836     5  13  14   4.9656819 0.624930031 0.3687490333   0 0.095141185
## 837     5  13  14   5.4705931 0.617575517 0.2825019765   0 0.142057761
## 838     5  13  14   6.8090869 0.461425669 0.2432621134   0 0.174079913
## 839     5  13  14   8.2747158 0.309453167 0.2976053420   0 0.124236269
## 840     5  13  14   6.8614951 0.254866390 0.3083111240   0 0.205978536
## 841     5  13  14   7.2929892 0.185572205 0.3028020874   0 0.271197107
## 842     5  13  14   7.4227077 0.156777010 0.3150087347   0 0.291948600
## 843     5  13  14   8.5342917 0.128496965 0.3616077733   0 0.275307886
## 844     5  13  14   9.9203092 0.112066489 0.3769087156   0 0.260427290
## 845     5  13  14  11.5512600 0.099760128 0.3754257764   0 0.235631156
## 846     5  13  14  12.0209425 0.096337633 0.3915980648   0 0.224059545
## 847     5  13  14  11.2729925 0.097607237 0.4269788016   0 0.231467749
## 848     5  13  14  10.9895995 0.097719894 0.4312648204   0 0.233735077
## 849     5  13  14  10.3960169 0.100830618 0.4341217215   0 0.242683871
## 850     5  13  14  10.1119621 0.099316441 0.4331113918   0 0.267047948
## 851     5  13  14   9.3239417 0.106676541 0.4112683849   0 0.286386518
## 852     5  13  14   8.5138343 0.110433233 0.4246983043   0 0.310155553
## 853     5  13  14   8.0852397 0.111119889 0.4412217752   0 0.313624205
## 854     5  13  14   7.5775605 0.111954955 0.4821225196   0 0.316733420
## 855     5  13  14   7.6949387 0.112169863 0.4672795755   0 0.322886017
## 856     5  13  14   7.6463879 0.111052546 0.4662990265   0 0.327764477
## 857     5  13  14   7.6911522 0.110332544 0.4938064643   0 0.318619979
## 858     5  13  14   7.6413204 0.111237195 0.4799432228   0 0.329358570
## 859     5  13  14   7.6601557 0.110420925 0.4716142546   0 0.332200973
## 860     5  13  14   7.3607043 0.113260832 0.4693846499   0 0.341567048
## 861     5  13  14   7.1306561 0.115210147 0.4614217059   0 0.353229181
## 862     5  13  14   7.0676376 0.115330029 0.4779530926   0 0.350493329
## 863     5  13  14   7.3993359 0.111863650 0.4845546539   0 0.328447520
## 864     5  13  14   7.1231272 0.113405821 0.4850418828   0 0.348251371
## 865     5  13  14   6.8117567 0.116905230 0.4796058400   0 0.368569274
## 866     5  13  14   6.8984362 0.114953232 0.4752314269   0 0.369886298
## 867     5  13  14   6.5203840 0.115307040 0.5250711257   0 0.373368263
## 868     5  13  14   6.4566631 0.117845518 0.5195315301   0 0.370654719
## 869     5  13  14   6.3921587 0.118406822 0.4985089217   0 0.380356266
## 870     5  13  14   6.1858382 0.122684529 0.4698480857   0 0.399507745
## 871     5  13  14   6.2780776 0.120600239 0.4611971008   0 0.405109843
## 872     5  13  14   6.8224315 0.114831787 0.4375779109   0 0.390450728
## 873     5  13  14   7.0613926 0.113134693 0.4341063183   0 0.385602303
## 874     5  13  14   7.2389268 0.110405469 0.4348001129   0 0.376991627
## 875     5  13  14   7.0672943 0.111484075 0.4218147624   0 0.393454779
## 876     5  13  14   6.8946427 0.113855593 0.4264252341   0 0.402032313
## 877     5  13  14   6.7582740 0.113562037 0.4480444511   0 0.399241895
## 878     5  13  14   6.7382465 0.113820168 0.4321563029   0 0.409540764
## 879     5  13  14   7.2126658 0.111595606 0.3812040439   0 0.400127021
## 880     5  13  14   7.4909380 0.111129859 0.3200366944   0 0.408267060
## 881     5  13  14   6.5251200 0.120218889 0.3243665843   0 0.443657254
## 882     5  13  14   6.7314440 0.117300003 0.3273791722   0 0.440426905
## 883     5  13  14   7.0053615 0.114218806 0.3199054744   0 0.431102623
## 884     5  13  14   7.0019385 0.113797595 0.3273043537   0 0.430548479
## 885     5  13  14   7.0019385 0.113797595 0.3273043537   0 0.430548479
## 886     5  13  14   7.0212929 0.116879615 0.3322011347   0 0.429992913
## 887     5  13  14   6.5979227 0.122749215 0.3467064803   0 0.430539161
## 888     5  13  14   6.4161866 0.121929968 0.3736270655   0 0.440046764
## 889     5  13  14   6.3759620 0.120855190 0.3876205241   0 0.441269572
## 890     5  13  14   6.2981040 0.122713685 0.3906694203   0 0.437490084
## 891     5  13  14   6.3400051 0.121930210 0.3787780018   0 0.441791238
## 892     5  13  14   6.3376871 0.119790470 0.3970981728   0 0.445484053
## 893     5  13  14   6.3333509 0.121529152 0.3772153563   0 0.441066921
## 894     5  13  14   6.1081846 0.121491712 0.4010213122   0 0.452795504
## 895     5  13  14   6.4155602 0.118509413 0.3549838391   0 0.452827428
## 896     5  13  14   6.0016606 0.121464650 0.3835536360   0 0.476384132
## 897     5  13  14   6.0239409 0.123004120 0.3773366198   0 0.466633508
## 898     5  13  14   6.0683554 0.122093929 0.3901516762   0 0.464202456
## 899     5  13  14   6.0093776 0.121490823 0.4020869058   0 0.470130143
## 900     5  13  14   5.9756705 0.121254006 0.4236637081   0 0.458104756
## 901     5  13  14   6.1162407 0.116191486 0.4645832146   0 0.452878946
## 902     5  13  14   5.7492584 0.121835653 0.4309880551   0 0.471276461
## 903     5  13  14   5.4966217 0.117360311 0.5502235088   0 0.477657383
## 904     5  13  14   5.4814216 0.117610920 0.5828512923   0 0.469529762
## 905     5  13  14   5.3611189 0.117000036 0.5870414948   0 0.486133455
## 906     5  13  14   5.0385913 0.120743017 0.6019934827   0 0.511667656
## 907     5  13  14   5.1401456 0.120248582 0.5944554281   0 0.501231388
## 908     5  13  14   5.1636031 0.120629386 0.5862082606   0 0.495528151
## 909     5  13  14   5.1764214 0.119550805 0.5874475111   0 0.491849161
## 910     5  13  14   5.1511311 0.119071218 0.6048177972   0 0.491406466
## 911     5  13  14   5.5438222 0.115546038 0.5608339349   0 0.477872229
## 912     5  13  14   5.7252515 0.113688956 0.5406915549   0 0.468226820
## 913     5  13  14   5.6668230 0.113401270 0.5538939960   0 0.470455871
## 914     5  13  14   5.4321037 0.116687568 0.5737092810   0 0.476254728
## 915     5  13  14   5.5548242 0.114144268 0.5794939728   0 0.469933834
## 916     5  13  14   5.5489244 0.112154789 0.6351770200   0 0.451285469
## 917     5  13  14   5.5285905 0.112217970 0.6454815255   0 0.445096970
## 918     5  13  14   5.5829659 0.112935969 0.6315782557   0 0.447974845
## 919     5  13  14   5.4730126 0.111607973 0.6661987578   0 0.453850521
## 920     5  13  14   5.2713668 0.113219171 0.6909258818   0 0.461669931
## 921     5  13  14   5.3047271 0.113167452 0.6861982275   0 0.469765321
## 922     5  13  14   5.2691354 0.112708673 0.6977492432   0 0.473663590
## 923     5  13  14   5.2440361 0.113792422 0.6929318286   0 0.466302752
## 924     5  13  14   5.2268355 0.114334759 0.7021147702   0 0.459561449
## 925     5  13  14   5.3550852 0.111869898 0.7068064326   0 0.457266128
## 926     5  13  14   5.3066856 0.110509466 0.7265857705   0 0.458112449
## 927     5  13  14   5.4065033 0.110036618 0.7253106081   0 0.444049777
## 928     5  13  14   5.3625958 0.110261145 0.7279153859   0 0.443540268
## 929     5  13  14   5.1762615 0.112526430 0.7284254999   0 0.458417666
## 930     5  13  14   5.0492634 0.114841383 0.7327134704   0 0.465627262
## 931     5  13  14   4.9883902 0.115113510 0.7382863451   0 0.471003762
## 932     5  13  14   5.0776555 0.114403272 0.7278554426   0 0.465400654
## 933     5  13  14   5.2268764 0.111431841 0.7351727987   0 0.447541684
## 934     5  13  14   5.2583288 0.111277075 0.7294112342   0 0.440046276
## 935     5  13  14   5.1920034 0.110450974 0.7543569833   0 0.439930922
## 936     5  13  14   5.1920034 0.110450974 0.7543569833   0 0.439930922
## 937     5  13  14   5.0632477 0.074157046 0.3835067804   0 0.269791572
## 938     5  13  14   5.0632477 0.074157046 0.3835067804   0 0.269791572
## 939     5  13  14   6.1273392 0.101913531 0.3813594120   0 0.446244416
## 940     5  13  14   6.9871785 0.109060837 0.3718618223   0 0.500289492
## 941     5  13  14   6.9519134 0.120291682 0.3725885147   0 0.464003274
## 942     5  13  14   6.5209005 0.132798177 0.3730798261   0 0.436660140
## 943     5  13  14   6.4793176 0.134434976 0.3560349393   0 0.432049438
## 944     5  13  14   6.6196122 0.134217537 0.3317490610   0 0.423923636
## 945     5  13  14   6.6094635 0.134251895 0.3269672756   0 0.429280203
## 946     5  13  14   6.5521201 0.132373654 0.3631181452   0 0.406937262
## 947     5  13  14   6.3671435 0.132449774 0.4094118126   0 0.397679857
## 948     5  13  14   6.4226844 0.128732649 0.4207097020   0 0.397086755
## 949     5  13  14   6.4841231 0.125730832 0.4550247217   0 0.381306048
## 950     5  13  14   6.9429944 0.122344877 0.4403244351   0 0.365833762
## 951     5  13  14   6.7638948 0.121950872 0.4616785601   0 0.362774755
## 952     5  13  14   6.9915156 0.120495055 0.4576157796   0 0.352360245
## 953     5  13  14   7.0183597 0.119246421 0.4590545774   0 0.353721422
## 954     5  13  14   7.0491956 0.119759390 0.4492190271   0 0.354056201
## 955     5  13  14   7.1113692 0.118549478 0.4457342547   0 0.355521421
## 956     5  13  14   6.7103351 0.118114886 0.5199460593   0 0.330040643
## 957     5  13  14   6.6701836 0.116626366 0.5153395528   0 0.340549886
## 958     5  13  14   6.7573165 0.114414529 0.5264700447   0 0.342421174
## 959     5  13  14   6.5204427 0.117930145 0.5202710198   0 0.350717507
## 960     5  13  14   6.5348883 0.117075770 0.5238406839   0 0.356180120
## 961     5  13  14   6.4172098 0.117634191 0.5244814636   0 0.353717194
## 962     5  13  14   6.7165898 0.114179600 0.5042294055   0 0.350988781
## 963     5  13  14   6.5803613 0.115338505 0.5237836976   0 0.347019640
## 964     5  13  14   6.7338460 0.112005021 0.5203001151   0 0.350774590
## 965     5  13  14   6.7101959 0.112305495 0.5185945448   0 0.349419544
## 966     5  13  14   6.8497022 0.112482038 0.4793893140   0 0.361509027
## 967     5  13  14   6.5218262 0.117393005 0.4699086702   0 0.374968011
## 968     5  13  14   6.5448461 0.118210031 0.4598807992   0 0.372665258
## 969     5  13  14   6.7053029 0.115250410 0.4484172694   0 0.380327030
## 970     5  13  14   6.6489295 0.115038502 0.4650642408   0 0.381685119
## 971     5  13  14   6.5779659 0.115667830 0.4748482279   0 0.376072588
## 972     5  13  14   6.6343868 0.114803498 0.4795857308   0 0.368805855
## 973     5  13  14   6.6781617 0.115051696 0.4776865468   0 0.365797577
## 974     5  13  14   6.7714297 0.114237651 0.4659073983   0 0.368572760
## 975     5  13  14   6.5704133 0.115085117 0.4768145584   0 0.375107174
## 976     5  13  14   6.4332193 0.115932813 0.4854704082   0 0.377763753
## 977     5  13  14   6.5309533 0.115336597 0.4791427303   0 0.377654373
## 978     5  13  14   6.5096672 0.115805531 0.4782162383   0 0.374803697
## 979     5  13  14   6.4461976 0.114652896 0.5033501159   0 0.370926878
## 980     5  13  14   6.4781100 0.115047475 0.4969177147   0 0.371246959
## 981     5  13  14   6.4580989 0.115094584 0.5020625480   0 0.369837517
## 982     5  13  14   6.5584438 0.113231519 0.5011718275   0 0.370164335
## 983     5  13  14   6.4713950 0.114800488 0.4962715428   0 0.371502165
## 984     5  13  14   6.3220229 0.116884530 0.5010797167   0 0.373100681
## 985     5  13  14   6.2786362 0.116757854 0.5056751034   0 0.370760904
## 986     5  13  14   6.3618737 0.115917409 0.5087583201   0 0.366062113
## 987     5  13  14   6.3745651 0.115452877 0.5120730007   0 0.363881320
## 988     5  13  14   6.3099502 0.115175839 0.5250826447   0 0.365065342
## 989     5  13  14   6.3099502 0.115175839 0.5250826447   0 0.365065342
## 990     5  13  14   6.2029809 0.119839761 0.5290566898   0 0.363301615
## 991     5  13  14   6.2001057 0.120360204 0.5246420721   0 0.359938222
## 992     5  13  14   6.3036930 0.118647058 0.5291276189   0 0.355748775
## 993     5  13  14   6.1901822 0.122047354 0.5149936152   0 0.363532370
## 994     5  13  14   6.1111991 0.123640674 0.4971778361   0 0.376815830
## 995     5  13  14   6.3326271 0.124673913 0.4819781594   0 0.363125923
## 996     5  13  14   6.2369326 0.125076417 0.4722224833   0 0.371068156
## 997     5  13  14   6.4529504 0.122576059 0.4595499913   0 0.367349825
## 998     5  13  14   6.5128425 0.121687363 0.4730541427   0 0.364721681
## 999     5  13  14   6.2639532 0.124428765 0.4714235242   0 0.378084029
## 1000    5  13  14   5.8306739 0.132219072 0.4709096489   0 0.397667022
## 1001    5  13  14   5.7359995 0.131028005 0.5293675367   0 0.378881866
## 1002    5  13  14   5.9313964 0.125160172 0.5859416329   0 0.360273156
## 1003    5  13  14   5.7018209 0.124291326 0.6401125559   0 0.356239701
## 1004    5  13  14   5.7983042 0.123646696 0.6544269896   0 0.336743886
## 1005    5  13  14   5.9131739 0.121589678 0.6648608698   0 0.323946296
## 1006    5  13  14   6.0379874 0.118725512 0.6679236161   0 0.324607235
## 1007    5  13  14   6.0417572 0.117370584 0.6600238069   0 0.322195860
## 1008    5  13  14   6.1692821 0.117890515 0.6475542861   0 0.318554231
## 1009    5  13  14   6.2585223 0.116801218 0.6381942469   0 0.312503721
## 1010    5  13  14   6.2055170 0.118114999 0.6373808875   0 0.322737090
## 1011    5  13  14   6.1826314 0.117662664 0.6403833771   0 0.317001682
## 1012    5  13  14   6.2601472 0.117669501 0.6401916450   0 0.311265030
## 1013    5  13  14   5.7326651 0.121711215 0.6700694934   0 0.327089857
## 1014    5  13  14   5.7780665 0.120718012 0.6880496936   0 0.326108159
## 1015    5  13  14   5.6293521 0.121778169 0.7037115783   0 0.320990238
## 1016    5  13  14   5.9538735 0.116472897 0.6897103286   0 0.314439351
## 1017    5  13  14   5.8343796 0.118395831 0.6926437534   0 0.315279181
## 1018    5  13  14   5.8425808 0.120532308 0.6777793457   0 0.315787915
## 1019    5  13  14   5.7791173 0.118144942 0.6870287791   0 0.317886945
## 1020    5  13  14   5.7420592 0.119785255 0.6763481438   0 0.319992496
## 1021    5  13  14   5.9021079 0.117023382 0.6671997393   0 0.315797027
## 1022    5  13  14   5.7173382 0.120011893 0.6619602489   0 0.325286193
## 1023    5  13  14   5.7285419 0.118986212 0.6729673990   0 0.321639119
## 1024    5  13  14   5.6208275 0.120161871 0.6875005725   0 0.326709254
## 1025    5  13  14   5.5090047 0.122522060 0.6835514734   0 0.326676431
## 1026    5  13  14   5.4877800 0.121664749 0.7051066910   0 0.323880838
## 1027    5  13  14   5.7418367 0.118179698 0.6939633034   0 0.312496141
## 1028    5  13  14   5.7293851 0.118217039 0.6838505006   0 0.316870970
## 1029    5  13  14   5.6974050 0.118474339 0.6973579721   0 0.308801815
## 1030    5  13  14   5.7083065 0.116985948 0.7163956508   0 0.307594838
## 1031    5  13  14   5.7109447 0.116019890 0.7232083235   0 0.309227833
## 1032    5  13  14   5.7308645 0.116151130 0.7119059004   0 0.311077166
## 1033    5  13  14   5.7131901 0.114744166 0.7397867188   0 0.310099098
## 1034    5  13  14   5.4080794 0.118258490 0.7693454477   0 0.313474817
## 1035    5  13  14   5.3148925 0.119578241 0.7797545401   0 0.308680444
## 1036    5  13  14   5.3460623 0.118064148 0.7870391406   0 0.306262135
## 1037    5  13  14   5.5196805 0.115624335 0.7801771462   0 0.297327104
## 1038    5  13  14   5.3359303 0.116963650 0.8057253528   0 0.304772244
## 1039    5  13  14   5.2171288 0.118094551 0.8196058735   0 0.312426205
## 1040    5  13  14   5.2171288 0.118094551 0.8196058735   0 0.312426205
## 1041    5  13  14   7.5059312 0.079721755 0.0676374762   0 0.675509168
## 1042    5  13  14   7.5059312 0.079721755 0.0676374762   0 0.675509168
## 1043    5  13  14   7.7798209 0.084595107 0.0445466931   0 0.587919102
## 1044    5  13  14   6.2411185 0.111363531 0.0493682192   0 0.615603969
## 1045    5  13  14   6.5161119 0.136000237 0.0456457620   0 0.586069549
## 1046    5  13  14   6.8966481 0.148161265 0.0395463471   0 0.508887761
## 1047    5  13  14   7.8838079 0.149121779 0.0344119049   0 0.438266540
## 1048    5  13  14   9.3539054 0.149886871 0.0325437087   0 0.364051796
## 1049    5  13  14  10.3690647 0.143399645 0.0331119287   0 0.339699062
## 1050    5  13  14  11.9737299 0.136501249 0.0296529909   0 0.307781930
## 1051    5  13  14  12.8315717 0.129107800 0.0268422946   0 0.302977394
## 1052    5  13  14  12.7238261 0.128838264 0.0273925145   0 0.305015431
## 1053    5  13  14  13.6299003 0.127523330 0.0230440862   0 0.289834964
## 1054    5  13  14  13.0028243 0.135155083 0.0219047872   0 0.284107787
## 1055    5  13  14  13.8577782 0.128166560 0.0211374161   0 0.281748982
## 1056    5  13  14  13.7098351 0.130640096 0.0220552711   0 0.278276937
## 1057    5  13  14  14.0383685 0.127793821 0.0237736731   0 0.275586911
## 1058    5  13  14  14.3726717 0.124196303 0.0233308447   0 0.275966533
## 1059    5  13  14  13.6541320 0.128656029 0.0239246338   0 0.279576390
## 1060    5  13  14  13.1130584 0.127759060 0.0253463404   0 0.288419228
## 1061    5  13  14  13.3806146 0.128114546 0.0265788644   0 0.281292929
## 1062    5  13  14  14.6725637 0.122760503 0.0285390604   0 0.266999007
## 1063    5  13  14  14.8500619 0.122041732 0.0290865176   0 0.264853134
## 1064    5  13  14  16.2547605 0.120485264 0.0291256441   0 0.245451127
## 1065    5  13  14  16.8054875 0.118669468 0.0271075792   0 0.240258498
## 1066    5  13  14  15.7759533 0.119032015 0.0332160895   0 0.248573908
## 1067    5  13  14  14.8439952 0.117348368 0.0406139863   0 0.264469504
## 1068    5  13  14  13.8651307 0.120963818 0.0500212567   0 0.269899882
## 1069    5  13  14  13.7580464 0.120723005 0.0514658120   0 0.272302409
## 1070    5  13  14  13.7438106 0.121955887 0.0511301432   0 0.268641712
## 1071    5  13  14  13.6530874 0.122603248 0.0511664201   0 0.267697333
## 1072    5  13  14  13.7915116 0.121136661 0.0541859483   0 0.268760085
## 1073    5  13  14  14.6921356 0.116738128 0.0517901977   0 0.257327219
## 1074    5  13  14  14.9832475 0.116082379 0.0475520462   0 0.257767092
## 1075    5  13  14  14.4621769 0.117396128 0.0521201546   0 0.261946019
## 1076    5  13  14  14.3308222 0.118667641 0.0504879318   0 0.260235190
## 1077    5  13  14  14.7009940 0.118076463 0.0602778360   0 0.250506191
## 1078    5  13  14  14.1442303 0.119894524 0.0634348767   0 0.254230381
## 1079    5  13  14  13.7693599 0.119760435 0.0762192940   0 0.252187144
## 1080    5  13  14  12.9533994 0.120704786 0.0934408614   0 0.254168802
## 1081    5  13  14  12.8772048 0.120420347 0.0991483499   0 0.259221774
## 1082    5  13  14  12.3785634 0.121459854 0.1058542046   0 0.259352023
## 1083    5  13  14  12.5795759 0.119282530 0.1068999129   0 0.259535636
## 1084    5  13  14  12.5039410 0.121028719 0.1132925522   0 0.255061558
## 1085    5  13  14  12.8691010 0.117765215 0.1181290098   0 0.251910355
## 1086    5  13  14  12.5617104 0.118905268 0.1272399052   0 0.254165809
## 1087    5  13  14  12.4557090 0.118553914 0.1311034657   0 0.253269796
## 1088    5  13  14  12.5149967 0.118194047 0.1344965639   0 0.249952793
## 1089    5  13  14  12.4537800 0.119121405 0.1349356036   0 0.249831011
## 1090    5  13  14  12.3761705 0.117041205 0.1452181314   0 0.249881728
## 1091    5  13  14  12.1078664 0.118197652 0.1560071218   0 0.249794305
## 1092    5  13  14  12.1387684 0.118294870 0.1509251601   0 0.250791568
## 1093    5  13  14  12.1387684 0.118294870 0.1509251601   0 0.250791568
## 1094    5  13  14  12.2434966 0.121823080 0.1492948819   0 0.250996065
## 1095    5  13  14  12.4075859 0.123236906 0.1408565885   0 0.249470470
## 1096    5  13  14  12.5200056 0.123887718 0.1461373203   0 0.241661211
## 1097    5  13  14  12.6139063 0.123895928 0.1365969474   0 0.240465830
## 1098    5  13  14  12.2836876 0.122922537 0.1290818413   0 0.253472173
## 1099    5  13  14  12.1479996 0.127044063 0.1205428871   0 0.252592610
## 1100    5  13  14  12.7348467 0.125103128 0.1158876749   0 0.247419737
## 1101    5  13  14  12.3833243 0.124530048 0.1208174725   0 0.249467562
## 1102    5  13  14  12.3901519 0.123858229 0.1165211040   0 0.253591387
## 1103    5  13  14  11.5506950 0.128173645 0.1164539803   0 0.260615565
## 1104    5  13  14  11.7129911 0.126611257 0.1398128107   0 0.248866132
## 1105    5  13  14  11.6627476 0.124032040 0.1462751105   0 0.252534412
## 1106    5  13  14  11.3661845 0.126207620 0.1380062460   0 0.255396168
## 1107    5  13  14  11.1858077 0.127169785 0.1313696958   0 0.259916478
## 1108    5  13  14  11.7514372 0.123630578 0.1307603557   0 0.255308125
## 1109    5  13  14  11.7674405 0.125264152 0.1341018162   0 0.251685342
## 1110    5  13  14  11.5104781 0.125643244 0.1292128404   0 0.256633142
## 1111    5  13  14  10.9861385 0.126442231 0.1339938510   0 0.265069687
## 1112    5  13  14  11.5061020 0.123713430 0.1222536769   0 0.267475956
## 1113    5  13  14  11.6472467 0.123803686 0.1237183670   0 0.260585943
## 1114    5  13  14  11.2952501 0.124276834 0.1270265082   0 0.262424860
## 1115    5  13  14  11.3580779 0.123424859 0.1153652745   0 0.272490368
## 1116    5  13  14  11.1982603 0.125695528 0.1196775498   0 0.269278883
## 1117    5  13  14  10.8774476 0.124796369 0.1322280016   0 0.273715968
## 1118    5  13  14  10.4606436 0.125607215 0.1437256804   0 0.276298921
## 1119    5  13  14  10.0923827 0.128634146 0.1378830290   0 0.284072417
## 1120    5  13  14   9.9670210 0.128432926 0.1440814586   0 0.286667360
## 1121    5  13  14  10.3523442 0.126150008 0.1490236711   0 0.275733991
## 1122    5  13  14  10.5393576 0.125077195 0.1473303091   0 0.271808650
## 1123    5  13  14  10.5707689 0.125219190 0.1450583044   0 0.271160531
## 1124    5  13  14   9.9794369 0.131769956 0.1514846074   0 0.269169733
## 1125    5  13  14  10.6800731 0.126778195 0.1381946047   0 0.266475136
## 1126    5  13  14  11.0546884 0.124782719 0.1397077499   0 0.259318065
## 1127    5  13  14  11.4288289 0.122916779 0.1432308401   0 0.249770674
## 1128    5  13  14  11.7314532 0.121486335 0.1436836827   0 0.244977312
## 1129    5  13  14  11.7913527 0.121059628 0.1395073096   0 0.245851737
## 1130    5  13  14  11.9909630 0.120032092 0.1436955322   0 0.240822438
## 1131    5  13  14  12.2060861 0.120725872 0.1407208697   0 0.235637495
## 1132    5  13  14  12.2042717 0.121202071 0.1368611923   0 0.233637353
## 1133    5  13  14  11.9590814 0.121213705 0.1381183761   0 0.239620399
## 1134    5  13  14  12.0855641 0.121494055 0.1316705089   0 0.239956596
## 1135    5  13  14  12.1553749 0.121369121 0.1316627730   0 0.238225750
## 1136    5  13  14  12.3816430 0.120569236 0.1208560372   0 0.242213686
## 1137    5  13  14  12.2793322 0.121626939 0.1166049715   0 0.245580586
## 1138    5  13  14  11.9598994 0.124260460 0.1101941814   0 0.248195025
## 1139    5  13  14  11.7804153 0.125387038 0.1006464032   0 0.257217396
## 1140    5  13  14  12.1300039 0.121879301 0.1035963259   0 0.254663710
## 1141    5  13  14  12.2961791 0.121535882 0.0996782954   0 0.252460504
## 1142    5  13  14  12.7833794 0.120364824 0.1050543494   0 0.242639233
## 1143    5  13  14  13.0907874 0.120636601 0.1052520500   0 0.235648846
## 1144    5  13  14  13.0907874 0.120636601 0.1052520500   0 0.235648846
## 1145    5  13  14   4.0309792 0.728005583 0.9168536118   0 0.880361398
## 1146    5  13  14   4.0309792 0.728005583 0.9168536118   0 0.880361398
## 1147    5  13  14   2.7563737 0.733242773 0.9101123070   0 0.862180911
## 1148    5  13  14   2.9498666 0.715881239 0.9053697510   0 0.857609428
## 1149    5  13  14   2.5687722 0.694105042 0.9021318567   0 0.861702747
## 1150    5  13  14   1.9848777 0.533588214 0.9339355328   0 0.860454059
## 1151    5  13  14   2.3488534 0.430242270 0.9545765647   0 0.853361290
## 1152    5  13  14   2.3295045 0.340222845 0.9614444812   0 0.848596860
## 1153    5  13  14   2.9330923 0.275404822 0.9635626664   0 0.858196731
## 1154    5  13  14   3.1386759 0.229752288 0.9663025142   0 0.876713834
## 1155    5  13  14   3.4876716 0.204574843 0.9722317347   0 0.886699618
## 1156    5  13  14   3.4362222 0.185725851 0.9693754654   0 0.874836909
## 1157    5  13  14   4.1522976 0.150192475 0.9720183084   0 0.888449901
## 1158    5  13  14   4.3315021 0.144666531 0.9725326427   0 0.879371107
## 1159    5  13  14   4.4023819 0.137394361 0.9716274407   0 0.868072520
## 1160    5  13  14   4.2577224 0.134768391 0.9692285450   0 0.840126682
## 1161    5  13  14   4.4803759 0.127356255 0.9687810897   0 0.837782071
## 1162    5  13  14   4.4927999 0.126956416 0.9687703071   0 0.845336222
## 1163    5  13  14   4.2761552 0.127635570 0.9728051417   0 0.868171009
## 1164    5  13  14   4.0747069 0.131599477 0.9709870855   0 0.859050193
## 1165    5  13  14   4.1645222 0.128012572 0.9725424801   0 0.871193121
## 1166    5  13  14   4.1989250 0.126443275 0.9743591691   0 0.873175533
## 1167    5  13  14   4.1607546 0.125607670 0.9763192428   0 0.882224653
## 1168    5  13  14   4.0213365 0.129116910 0.9747002748   0 0.899351886
## 1169    5  13  14   4.0058802 0.129409276 0.9708150661   0 0.904585479
## 1170    5  13  14   4.1737069 0.123534317 0.9651884727   0 0.916250951
## 1171    5  13  14   4.2512201 0.120834183 0.9615227478   0 0.913951905
## 1172    5  13  14   4.2138904 0.120374327 0.9623507681   0 0.914136561
## 1173    5  13  14   4.3481041 0.118252725 0.9627269677   0 0.915638041
## 1174    5  13  14   4.1521984 0.123703023 0.9582583129   0 0.920637290
## 1175    5  13  14   3.9850725 0.126144195 0.9558204012   0 0.933086154
## 1176    5  13  14   4.1380557 0.122754525 0.9561939685   0 0.937016129
## 1177    5  13  14   4.0991831 0.121588863 0.9565569624   0 0.941057337
## 1178    5  13  14   4.1190189 0.120578756 0.9590323848   0 0.938127684
## 1179    5  13  14   4.0713766 0.121777512 0.9582815375   0 0.938523687
## 1180    5  13  14   4.0370711 0.121715675 0.9499525093   0 0.943790866
## 1181    5  13  14   3.9463409 0.123788124 0.9493948651   0 0.945031313
## 1182    5  13  14   3.9567359 0.123667587 0.9462970089   0 0.950497493
## 1183    5  13  14   3.9378070 0.124534534 0.9450533214   0 0.956153318
## 1184    5  13  14   3.9312698 0.123959573 0.9385525655   0 0.953890749
## 1185    5  13  14   3.9704806 0.122363453 0.9297529357   0 0.956790524
## 1186    5  13  14   3.9139613 0.123794743 0.9277696147   0 0.962033143
## 1187    5  13  14   3.9769804 0.121183852 0.9292976855   0 0.960938567
## 1188    5  13  14   3.9221557 0.124123605 0.9258652185   0 0.964430651
## 1189    5  13  14   3.9832359 0.122118077 0.9281380238   0 0.965442865
## 1190    5  13  14   3.9241756 0.123000608 0.9238791486   0 0.967189312
## 1191    5  13  14   3.8879933 0.123478041 0.9237041095   0 0.966940057
## 1192    5  13  14   3.9483290 0.121609329 0.9301105997   0 0.964080509
## 1193    5  13  14   3.9459278 0.120946908 0.9296108570   0 0.963199926
## 1194    5  13  14   3.9781042 0.120781404 0.9280886357   0 0.961759192
## 1195    5  13  14   3.9935740 0.119782614 0.9138387652   0 0.962218122
## 1196    5  13  14   4.0412422 0.118741714 0.9007394425   0 0.959808161
## 1197    5  13  14   4.0412422 0.118741714 0.9007394425   0 0.959808161
## 1198    5  13  14   4.0938809 0.119159594 0.8991576877   0 0.959277085
## 1199    5  13  14   3.9387195 0.124574489 0.8997629698   0 0.958835888
## 1200    5  13  14   3.9650358 0.122240478 0.8986195737   0 0.958463210
## 1201    5  13  14   3.7955056 0.128180262 0.8836635340   0 0.961626718
## 1202    5  13  14   3.9171168 0.124510041 0.8870718277   0 0.956497330
## 1203    5  13  14   3.8654873 0.125212780 0.8822727125   0 0.963618523
## 1204    5  13  14   3.9326631 0.125172107 0.8856156865   0 0.964937782
## 1205    5  13  14   3.9168197 0.124129446 0.8763453480   0 0.968887295
## 1206    5  13  14   3.9734592 0.123432216 0.8837291913   0 0.966420778
## 1207    5  13  14   3.9633321 0.122280127 0.8706168311   0 0.969711648
## 1208    5  13  14   3.9955585 0.120442320 0.8543189939   0 0.972021338
## 1209    5  13  14   4.0771433 0.118290481 0.8523755962   0 0.973124699
## 1210    5  13  14   4.0353632 0.119383018 0.8464382618   0 0.974502770
## 1211    5  13  14   3.9864211 0.121448058 0.8464824801   0 0.969381847
## 1212    5  13  14   3.9634267 0.121613970 0.8273823993   0 0.975478505
## 1213    5  13  14   4.0317481 0.116827205 0.8298879359   0 0.980207598
## 1214    5  13  14   4.0750884 0.115326564 0.8116575126   0 0.981366454
## 1215    5  13  14   4.0695368 0.115089919 0.7891095942   0 0.984179603
## 1216    5  13  14   4.1167872 0.113773834 0.8117920296   0 0.984687250
## 1217    5  13  14   4.2017484 0.110162403 0.7623665922   0 0.988600825
## 1218    5  13  14   4.1944284 0.111188676 0.7437884200   0 0.989728695
## 1219    5  13  14   4.1006262 0.111464358 0.7321852193   0 0.989254455
## 1220    5  13  14   4.1874376 0.109422683 0.7147750979   0 0.989131418
## 1221    5  13  14   4.2313624 0.108367732 0.7188467753   0 0.988700668
## 1222    5  13  14   4.2345725 0.108210625 0.7048193134   0 0.987491566
## 1223    5  13  14   4.3326412 0.106380813 0.7202605214   0 0.986051316
## 1224    5  13  14   4.3725586 0.105666897 0.7343825233   0 0.984560208
## 1225    5  13  14   4.3460717 0.106729404 0.7228420610   0 0.985379022
## 1226    5  13  14   4.3283803 0.106449122 0.7040303057   0 0.985677646
## 1227    5  13  14   4.3975317 0.104893825 0.7153061222   0 0.985354175
## 1228    5  13  14   4.3966428 0.104814770 0.7158450384   0 0.984991356
## 1229    5  13  14   4.3592744 0.106434620 0.7179557275   0 0.985010235
## 1230    5  13  14   4.3950494 0.105913522 0.7296418451   0 0.985136259
## 1231    5  13  14   4.4565412 0.103524723 0.7303340329   0 0.984433053
## 1232    5  13  14   4.4925910 0.102470219 0.7413948886   0 0.985307309
## 1233    5  13  14   4.5012834 0.102590141 0.7648425226   0 0.985593606
## 1234    5  13  14   4.4965215 0.103594461 0.7843012617   0 0.985181787
## 1235    5  13  14   4.4499453 0.104659353 0.7822840624   0 0.985076489
## 1236    5  13  14   4.4561312 0.103517489 0.7860235090   0 0.985348109
## 1237    5  13  14   4.5039077 0.102966342 0.7880730542   0 0.985074499
## 1238    5  13  14   4.5787033 0.100992094 0.8099650782   0 0.985244542
## 1239    5  13  14   4.5694785 0.101571461 0.7880080193   0 0.984611467
## 1240    5  13  14   4.4574163 0.103478646 0.7928573206   0 0.983653753
## 1241    5  13  14   4.5028477 0.102941832 0.7848003454   0 0.982418047
## 1242    5  13  14   4.4885584 0.103259972 0.7685094755   0 0.981193982
## 1243    5  13  14   4.5199419 0.101518094 0.7563854419   0 0.980423379
## 1244    5  13  14   4.5630098 0.101037303 0.7490377439   0 0.978308932
## 1245    5  13  14   4.6085495 0.099850318 0.7421928132   0 0.978018382
## 1246    5  13  14   4.5360700 0.101896776 0.7341929323   0 0.977678538
## 1247    5  13  14   4.4760986 0.102343809 0.7531155701   0 0.979784181
## 1248    5  13  14   4.4760986 0.102343809 0.7531155701   0 0.979784181
## 1249    5  13  14   5.6887355 0.866872975 0.9353988929   0 0.744165561
## 1250    5  13  14   5.6887355 0.866872975 0.9353988929   0 0.744165561
## 1251    5  13  14   5.2884257 0.851256643 0.9366854574   0 0.731924034
## 1252    5  13  14   3.5277664 0.850949776 0.9444864319   0 0.729438143
## 1253    5  13  14   2.2599566 0.849695402 0.9555462290   0 0.719332043
## 1254    5  13  14   2.3299707 0.826075714 0.9620625471   0 0.721798209
## 1255    5  13  14   2.5870210 0.779128875 0.9555388145   0 0.722081845
## 1256    5  13  14   3.2642224 0.758583228 0.9446366738   0 0.700387588
## 1257    5  13  14   4.4878236 0.769242724 0.9453806681   0 0.697635126
## 1258    5  13  14   5.6783214 0.767104725 0.9528389277   0 0.683754317
## 1259    5  13  14   6.4456542 0.754809543 0.9420757091   0 0.658903671
## 1260    5  13  14   7.0559875 0.752569256 0.9414842345   0 0.648890216
## 1261    5  13  14   9.5779218 0.702409344 0.9465793991   0 0.658355397
## 1262    5  13  14   8.8369154 0.685203280 0.9458960288   0 0.648079645
## 1263    5  13  14   9.6545237 0.708697941 0.9474228589   0 0.617082982
## 1264    5  13  14   8.8638526 0.721988879 0.9350425314   0 0.627375488
## 1265    5  13  14   8.5681795 0.733665157 0.9341745466   0 0.606952591
## 1266    5  13  14   8.6788737 0.716057905 0.9304215165   0 0.593398711
## 1267    5  13  14   9.1530722 0.649367610 0.9253256567   0 0.554953914
## 1268    5  13  14   9.0613158 0.596618724 0.9262784947   0 0.553909127
## 1269    5  13  14   9.2935035 0.536890860 0.9426024858   0 0.499367430
## 1270    5  13  14   9.6666863 0.513287583 0.9232295143   0 0.511513540
## 1271    5  13  14  10.6623937 0.456360649 0.9251792030   0 0.425647902
## 1272    5  13  14  11.1037453 0.440979132 0.9266234873   0 0.417578124
## 1273    5  13  14  11.2428642 0.430000781 0.9402488042   0 0.379816127
## 1274    5  13  14   9.9732268 0.409612273 0.9434583288   0 0.350062934
## 1275    5  13  14  11.4019691 0.415829448 0.9421689079   0 0.314088255
## 1276    5  13  14   9.9426013 0.436986780 0.9412583964   0 0.286745601
## 1277    5  13  14  10.9668028 0.408489525 0.9375522252   0 0.278214419
## 1278    5  13  14  11.9412742 0.353277913 0.9438972120   0 0.262134208
## 1279    5  13  14  12.1110833 0.332927817 0.9491439282   0 0.239190263
## 1280    5  13  14  11.8843905 0.309883095 0.9551220852   0 0.199808412
## 1281    5  13  14  13.2047044 0.274470379 0.9559297460   0 0.176367980
## 1282    5  13  14  13.1808819 0.246897533 0.9580392012   0 0.162829057
## 1283    5  13  14  13.4550261 0.235068453 0.9567254922   0 0.147741383
## 1284    5  13  14  13.8295668 0.212066846 0.9517850450   0 0.132980956
## 1285    5  13  14  14.2462773 0.194459213 0.9529700866   0 0.122317570
## 1286    5  13  14  14.3663350 0.180644374 0.9563329413   0 0.103317730
## 1287    5  13  14  15.0761706 0.150905345 0.9577465294   0 0.096746472
## 1288    5  13  14  14.7599441 0.138230765 0.9550491872   0 0.094762991
## 1289    5  13  14  14.9837336 0.123016966 0.9544220009   0 0.089618155
## 1290    5  13  14  15.8654300 0.113811780 0.9554569179   0 0.091336783
## 1291    5  13  14  15.7693737 0.102123092 0.9541727771   0 0.087648765
## 1292    5  13  14  15.8960540 0.101649839 0.9546253989   0 0.081368493
## 1293    5  13  14  15.6250191 0.099095078 0.9589610220   0 0.078166974
## 1294    5  13  14  15.3365817 0.095263237 0.9584410715   0 0.077157713
## 1295    5  13  14  15.3885069 0.092066727 0.9567885539   0 0.075778877
## 1296    5  13  14  15.2630693 0.089676042 0.9582283400   0 0.074367166
## 1297    5  13  14  15.0226567 0.087275425 0.9568978633   0 0.072317322
## 1298    5  13  14  15.1291761 0.085172462 0.9573516869   0 0.073409318
## 1299    5  13  14  15.1151155 0.082442931 0.9571953519   0 0.072978260
## 1300    5  13  14  14.9729387 0.083022076 0.9545420010   0 0.072341044
## 1301    5  13  14  14.9729387 0.083022076 0.9545420010   0 0.072341044
## 1302    5  13  14  15.3025561 0.082787909 0.9554369372   0 0.070969595
## 1303    5  13  14  15.1531049 0.087498057 0.9537402763   0 0.071952600
## 1304    5  13  14  14.9914043 0.090877691 0.9493751922   0 0.068871454
## 1305    5  13  14  15.7575561 0.090909472 0.9437134046   0 0.069254240
## 1306    5  13  14  14.2005049 0.087560524 0.9422797752   0 0.070639559
## 1307    5  13  14  13.8736838 0.085552654 0.9480972306   0 0.071520179
## 1308    5  13  14  14.4188549 0.084511957 0.9495456381   0 0.070608284
## 1309    5  13  14  14.8133773 0.086815717 0.9559624682   0 0.068285734
## 1310    5  13  14  14.5881873 0.088801497 0.9606436846   0 0.068791871
## 1311    5  13  14  15.0208343 0.085381460 0.9492694717   0 0.069987828
## 1312    5  13  14  14.5367943 0.089185665 0.9531148183   0 0.066779630
## 1313    5  13  14  14.2505410 0.084195373 0.9460564894   0 0.069997758
## 1314    5  13  14  14.5902095 0.081302893 0.9462072418   0 0.070273232
## 1315    5  13  14  14.1681909 0.083876998 0.9401876492   0 0.070619647
## 1316    5  13  14  14.9550434 0.088343676 0.9518450134   0 0.066771650
## 1317    5  13  14  14.6944517 0.090345497 0.9331779909   0 0.067933088
## 1318    5  13  14  15.6525844 0.084347643 0.9320468368   0 0.067125388
## 1319    5  13  14  15.5635732 0.086353985 0.9321494793   0 0.069075632
## 1320    5  13  14  15.2833058 0.088274895 0.9346230209   0 0.067647573
## 1321    5  13  14  16.0676950 0.087514670 0.9380254826   0 0.067626737
## 1322    5  13  14  14.8450436 0.086975315 0.9375116894   0 0.070883273
## 1323    5  13  14  14.9438908 0.085407906 0.9403203921   0 0.070611277
## 1324    5  13  14  14.4201513 0.088914323 0.9423651485   0 0.069450980
## 1325    5  13  14  14.1924974 0.085600562 0.9454905911   0 0.071423742
## 1326    5  13  14  14.2161789 0.084923204 0.9473501745   0 0.072882683
## 1327    5  13  14  14.7030109 0.086305931 0.9376352120   0 0.071732017
## 1328    5  13  14  14.7737830 0.085016565 0.9380878893   0 0.070747336
## 1329    5  13  14  14.9434942 0.082647696 0.9420463538   0 0.073002476
## 1330    5  13  14  14.6559166 0.081906869 0.9127616414   0 0.075982925
## 1331    5  13  14  14.9357646 0.085624425 0.9388805183   0 0.075788659
## 1332    5  13  14  15.0815647 0.090238381 0.9442176319   0 0.068517666
## 1333    5  13  14  15.1402432 0.087557915 0.9425040386   0 0.069756350
## 1334    5  13  14  15.6145512 0.085637625 0.9407350831   0 0.071813914
## 1335    5  13  14  15.1142175 0.087137717 0.9429903572   0 0.071358089
## 1336    5  13  14  15.2530709 0.086540900 0.9354568903   0 0.069922807
## 1337    5  13  14  15.3541176 0.088711992 0.9369174054   0 0.069045635
## 1338    5  13  14  15.4485260 0.088307926 0.9370297144   0 0.068732350
## 1339    5  13  14  15.5632258 0.089842068 0.9442165871   0 0.068353888
## 1340    5  13  14  15.1062840 0.087605190 0.9403124515   0 0.068876978
## 1341    5  13  14  15.2861984 0.086234894 0.9428293046   0 0.069599162
## 1342    5  13  14  14.8715894 0.086854966 0.9401270125   0 0.069280836
## 1343    5  13  14  15.2633706 0.088348719 0.9372751975   0 0.067201118
## 1344    5  13  14  15.3625684 0.086422631 0.9359494775   0 0.068363544
## 1345    5  13  14  15.3001720 0.085893884 0.9368555859   0 0.069562509
## 1346    5  13  14  15.4797621 0.085138109 0.9353590770   0 0.068538652
## 1347    5  13  14  15.7822065 0.087677269 0.9350454220   0 0.068336150
## 1348    5  13  14  15.6288425 0.090776735 0.9301135733   0 0.067847110
## 1349    5  13  14  15.4653719 0.088361036 0.9379243615   0 0.069797837
## 1350    5  13  14  15.3479668 0.086918971 0.9418165668   0 0.069227518
## 1351    5  13  14  15.0999363 0.087019978 0.9448145522   0 0.069024606
## 1352    5  13  14  15.0999363 0.087019978 0.9448145522   0 0.069024606
## 1353    5  13  14   4.8860954 0.589986107 0.6785485351   0 0.697845695
## 1354    5  13  14   4.8860954 0.589986107 0.6785485351   0 0.697845695
## 1355    5  13  14   3.7744812 0.564209113 0.7170622525   0 0.632449372
## 1356    5  13  14   2.1322867 0.456099415 0.7280794167   0 0.439619483
## 1357    5  13  14   2.3662667 0.403775441 0.7168273222   0 0.477544837
## 1358    5  13  14   2.6102887 0.274644781 0.6287629299   0 0.492223947
## 1359    5  13  14   2.9581567 0.222144191 0.6269451552   0 0.565935098
## 1360    5  13  14   3.5273055 0.180442578 0.6588429210   0 0.583139363
## 1361    5  13  14   4.1253243 0.157152087 0.6479184972   0 0.564344700
## 1362    5  13  14   4.3895363 0.151840201 0.6424443377   0 0.522311573
## 1363    5  13  14   4.6173335 0.148207141 0.5898676677   0 0.485915598
## 1364    5  13  14   4.7933918 0.144325267 0.5690703786   0 0.484078800
## 1365    5  13  14   4.9826002 0.138265291 0.5983609932   0 0.464611168
## 1366    5  13  14   5.3051723 0.136565274 0.5587946228   0 0.431188719
## 1367    5  13  14   5.5314478 0.133951434 0.5337161188   0 0.429273908
## 1368    5  13  14   5.8097249 0.128059737 0.5290977838   0 0.411092229
## 1369    5  13  14   5.8768242 0.126459932 0.5566691311   0 0.397625003
## 1370    5  13  14   5.9564280 0.126241453 0.5466142271   0 0.386216275
## 1371    5  13  14   5.9624228 0.125870640 0.5380209326   0 0.380771395
## 1372    5  13  14   5.9944808 0.121124873 0.5841467775   0 0.379036658
## 1373    5  13  14   5.9411544 0.120630725 0.5829869329   0 0.380275674
## 1374    5  13  14   5.8413748 0.121276194 0.6103267931   0 0.371207552
## 1375    5  13  14   5.7726710 0.122321746 0.6174987462   0 0.366436839
## 1376    5  13  14   5.7501692 0.121765141 0.6128231354   0 0.373754393
## 1377    5  13  14   5.9054777 0.118316391 0.6282440459   0 0.356559594
## 1378    5  13  14   5.8739643 0.116562107 0.6740561682   0 0.344886242
## 1379    5  13  14   5.7067578 0.116248514 0.7273960194   0 0.348202832
## 1380    5  13  14   5.7533783 0.113500104 0.7437749634   0 0.346104128
## 1381    5  13  14   5.5403768 0.115845569 0.7451942896   0 0.354134657
## 1382    5  13  14   5.5431054 0.117174418 0.7350869618   0 0.351714256
## 1383    5  13  14   5.4986792 0.118171915 0.7270031234   0 0.353072871
## 1384    5  13  14   5.3678193 0.117782346 0.7392545210   0 0.372805359
## 1385    5  13  14   5.4039174 0.116470441 0.7471078985   0 0.368816517
## 1386    5  13  14   5.2322209 0.118698376 0.7640952376   0 0.373480866
## 1387    5  13  14   5.2161488 0.119387100 0.7564462455   0 0.379168618
## 1388    5  13  14   5.1421448 0.119159328 0.7644793515   0 0.380966576
## 1389    5  13  14   5.1573256 0.119050972 0.7642753498   0 0.384862865
## 1390    5  13  14   5.0733038 0.119043088 0.7885927934   0 0.375755818
## 1391    5  13  14   5.0893896 0.120323114 0.7619920253   0 0.385302326
## 1392    5  13  14   4.9305469 0.122460935 0.7805976286   0 0.397545379
## 1393    5  13  14   4.9422412 0.122198575 0.7790302283   0 0.396519881
## 1394    5  13  14   4.7921822 0.126295794 0.7697499721   0 0.408720545
## 1395    5  13  14   5.0650037 0.120394503 0.7480870751   0 0.402205572
## 1396    5  13  14   5.1415502 0.119643245 0.7440086014   0 0.392943778
## 1397    5  13  14   5.0159367 0.122362422 0.7489524584   0 0.399900685
## 1398    5  13  14   4.8990033 0.124392566 0.7616929181   0 0.407125175
## 1399    5  13  14   4.9799716 0.122699274 0.7632106245   0 0.410518590
## 1400    5  13  14   4.9319886 0.123517084 0.7682849436   0 0.410608645
## 1401    5  13  14   5.0589400 0.121948478 0.7523989567   0 0.404385051
## 1402    5  13  14   4.9838083 0.122584419 0.7622494771   0 0.403864318
## 1403    5  13  14   5.0898500 0.120433535 0.7577410339   0 0.397723305
## 1404    5  13  14   5.0986666 0.120407538 0.7597974341   0 0.397463313
## 1405    5  13  14   5.0986666 0.120407538 0.7597974341   0 0.397463313
## 1406    5  13  14   5.0718185 0.122766476 0.7595419204   0 0.392314093
## 1407    5  13  14   5.0399700 0.125113114 0.7546845898   0 0.385562944
## 1408    5  13  14   5.0282939 0.126505561 0.7479744808   0 0.380827351
## 1409    5  13  14   5.2163886 0.122387788 0.7482243842   0 0.373615379
## 1410    5  13  14   5.0867912 0.123854654 0.7498592063   0 0.388221935
## 1411    5  13  14   5.1838049 0.124208223 0.7348618726   0 0.372931782
## 1412    5  13  14   5.1709577 0.123123504 0.7394851784   0 0.379732569
## 1413    5  13  14   5.1699716 0.123073666 0.7474492462   0 0.368682372
## 1414    5  13  14   5.1785175 0.122749487 0.7510365732   0 0.372308935
## 1415    5  13  14   5.1407920 0.123135130 0.7607509592   0 0.361636965
## 1416    5  13  14   5.1413612 0.121914506 0.7580653171   0 0.371108806
## 1417    5  13  14   5.1399547 0.122193610 0.7614497194   0 0.370348718
## 1418    5  13  14   5.1911826 0.122024162 0.7490573345   0 0.373543967
## 1419    5  13  14   5.2199671 0.121213601 0.7540123054   0 0.370971609
## 1420    5  13  14   4.8987135 0.127068351 0.7639909060   0 0.389120686
## 1421    5  13  14   4.8431931 0.126804032 0.7787312104   0 0.393776816
## 1422    5  13  14   4.8896346 0.125267887 0.7654936133   0 0.391606004
## 1423    5  13  14   4.7563022 0.127613139 0.7869807897   0 0.384822433
## 1424    5  13  14   4.7941430 0.126546620 0.7864343537   0 0.381783491
## 1425    5  13  14   4.9129673 0.122868757 0.7867535367   0 0.388359052
## 1426    5  13  14   4.7745799 0.126150983 0.7860248846   0 0.392369510
## 1427    5  13  14   4.7018771 0.128935552 0.7680302307   0 0.386870968
## 1428    5  13  14   4.9264704 0.125505591 0.7609818199   0 0.375886163
## 1429    5  13  14   5.0559840 0.121228175 0.7658814855   0 0.387611190
## 1430    5  13  14   4.9869919 0.121878957 0.7745978580   0 0.383330855
## 1431    5  13  14   5.0058415 0.122067137 0.7737448996   0 0.377922489
## 1432    5  13  14   5.0205402 0.121817002 0.7726510348   0 0.373047265
## 1433    5  13  14   4.8867164 0.125178637 0.7675410423   0 0.378327838
## 1434    5  13  14   5.0456753 0.121281920 0.7624083114   0 0.378804688
## 1435    5  13  14   4.9931486 0.120358503 0.7750708563   0 0.386381614
## 1436    5  13  14   5.0022908 0.120044314 0.7778216463   0 0.383768719
## 1437    5  13  14   4.9584821 0.122940091 0.7687821217   0 0.381787260
## 1438    5  13  14   5.0064820 0.122133133 0.7653215208   0 0.380202088
## 1439    5  13  14   5.0099032 0.122974314 0.7510385073   0 0.389790208
## 1440    5  13  14   4.9906747 0.123162707 0.7647277160   0 0.384679684
## 1441    5  13  14   4.9886484 0.122456380 0.7734594904   0 0.380302923
## 1442    5  13  14   4.9467473 0.122356748 0.7806132167   0 0.382146723
## 1443    5  13  14   5.0043054 0.121707600 0.7706173099   0 0.373563975
## 1444    5  13  14   5.0222326 0.122679371 0.7727267339   0 0.365189264
## 1445    5  13  14   5.2215553 0.118012823 0.7784084161   0 0.353192617
## 1446    5  13  14   5.4080284 0.114879812 0.7725756698   0 0.335635853
## 1447    5  13  14   5.4868257 0.113496341 0.7764928724   0 0.324939889
## 1448    5  13  14   5.6013786 0.112071252 0.7754053386   0 0.312454595
## 1449    5  13  14   5.7459957 0.109952626 0.7665966001   0 0.301717885
## 1450    5  13  14   5.8000636 0.110841450 0.7508584649   0 0.300575642
## 1451    5  13  14   5.8735722 0.109312590 0.7498083305   0 0.302562889
## 1452    5  13  14   5.6864102 0.112176557 0.7569044072   0 0.309442588
## 1453    5  13  14   5.4622669 0.115482169 0.7586974194   0 0.320569630
## 1454    5  13  14   5.5395552 0.114812272 0.7528785039   0 0.316072646
## 1455    5  13  14   5.5094464 0.114531472 0.7536510663   0 0.317639436
## 1456    5  13  14   5.5094464 0.114531472 0.7536510663   0 0.317639436
## 1457    5  13  14   3.4137517 0.342025602 0.1794609720   0 0.047553735
## 1458    5  13  14   3.4137517 0.342025602 0.1794609720   0 0.047553735
## 1459    5  13  14   3.5183837 0.340639367 0.1849762554   0 0.053429426
## 1460    5  13  14   3.2888012 0.366771510 0.2232415698   0 0.083996098
## 1461    5  13  14   2.6566386 0.312273642 0.1754165684   0 0.122801272
## 1462    5  13  14   3.8538296 0.302974997 0.1990003910   0 0.116218531
## 1463    5  13  14   3.8808295 0.266817250 0.2149172966   0 0.140823422
## 1464    5  13  14   3.9710405 0.258800071 0.2392128177   0 0.151140349
## 1465    5  13  14   3.8530259 0.275378798 0.1830056658   0 0.123891589
## 1466    5  13  14   3.9845446 0.267501929 0.1410250011   0 0.097977716
## 1467    5  13  14   5.4399431 0.326817502 0.1669536177   0 0.152909011
## 1468    5  13  14   7.3461613 0.422930779 0.1890916926   0 0.198749571
## 1469    5  13  14   8.9342187 0.445018930 0.2536087240   0 0.193229380
## 1470    5  13  14   8.4161516 0.402992572 0.2570719839   0 0.243485604
## 1471    5  13  14   7.5832598 0.366607534 0.2178264255   0 0.247191742
## 1472    5  13  14   8.5830887 0.292551780 0.2252110921   0 0.265887762
## 1473    5  13  14   7.2557877 0.237620397 0.2252250748   0 0.307384418
## 1474    5  13  14   9.2624809 0.183167000 0.2331268931   0 0.289868891
## 1475    5  13  14   7.1332188 0.150215386 0.2113033738   0 0.434702743
## 1476    5  13  14   7.8413082 0.125808382 0.2343012658   0 0.445991684
## 1477    5  13  14   7.8313853 0.119038254 0.2153088905   0 0.458031520
## 1478    5  13  14   8.1288633 0.110885402 0.2232210822   0 0.473835922
## 1479    5  13  14   8.3134177 0.107942822 0.2137945113   0 0.481299619
## 1480    5  13  14   8.0323650 0.109394496 0.2102998202   0 0.486669416
## 1481    5  13  14   7.6199868 0.111942586 0.2045521712   0 0.500781627
## 1482    5  13  14   7.6203300 0.111060271 0.2195908244   0 0.495466287
## 1483    5  13  14   7.3537561 0.112099726 0.2041807280   0 0.518566681
## 1484    5  13  14   7.2467273 0.111886908 0.2045544022   0 0.522813871
## 1485    5  13  14   7.1158783 0.113587579 0.1829788455   0 0.536184114
## 1486    5  13  14   7.0086718 0.114143418 0.1844032076   0 0.542060033
## 1487    5  13  14   6.9190869 0.114741792 0.1726814069   0 0.545572271
## 1488    5  13  14   7.1512153 0.113390358 0.1775026723   0 0.532946524
## 1489    5  13  14   7.2858247 0.113441358 0.1647113793   0 0.529348827
## 1490    5  13  14   7.2763819 0.114039192 0.1655142880   0 0.528869764
## 1491    5  13  14   7.2482119 0.114872827 0.1858838603   0 0.508390665
## 1492    5  13  14   7.1931709 0.112691057 0.1907509156   0 0.524735668
## 1493    5  13  14   7.0716277 0.112622574 0.1926208261   0 0.532869208
## 1494    5  13  14   6.9721254 0.113959058 0.1792564885   0 0.538011987
## 1495    5  13  14   6.6366165 0.116476417 0.1730816203   0 0.559794675
## 1496    5  13  14   6.8361512 0.114278259 0.1915000543   0 0.546094339
## 1497    5  13  14   6.8981627 0.114281772 0.1917469749   0 0.533983336
## 1498    5  13  14   6.7632766 0.114472061 0.1897621889   0 0.551355650
## 1499    5  13  14   6.6514006 0.114935846 0.1855401884   0 0.560641891
## 1500    5  13  14   6.5825128 0.115863311 0.1982880327   0 0.556259465
## 1501    5  13  14   6.5412804 0.115411344 0.2078137017   0 0.557696347
## 1502    5  13  14   6.4611617 0.113339792 0.2205042073   0 0.562495699
## 1503    5  13  14   6.4053444 0.115411378 0.2283590367   0 0.554686599
## 1504    5  13  14   6.4715579 0.114880427 0.2433064124   0 0.543486080
## 1505    5  13  14   6.3455107 0.115780349 0.2396690646   0 0.554032720
## 1506    5  13  14   6.2532625 0.116056422 0.2465516245   0 0.556839677
## 1507    5  13  14   6.3952444 0.114713485 0.2404927375   0 0.553241008
## 1508    5  13  14   6.3666732 0.114740690 0.2444184340   0 0.551789994
## 1509    5  13  14   6.3666732 0.114740690 0.2444184340   0 0.551789994
## 1510    5  13  14   6.3657704 0.118201693 0.2407595868   0 0.553285124
## 1511    5  13  14   6.3291405 0.120493819 0.2418871349   0 0.543650078
## 1512    5  13  14   5.9444066 0.124685060 0.2447267429   0 0.564442017
## 1513    5  13  14   5.7347636 0.125566198 0.2666178767   0 0.575801996
## 1514    5  13  14   5.6992215 0.124773431 0.2620021020   0 0.583203569
## 1515    5  13  14   6.0650294 0.120755836 0.2378483097   0 0.565790662
## 1516    5  13  14   6.3736711 0.119920941 0.2519632380   0 0.535010713
## 1517    5  13  14   6.3761494 0.117878788 0.2550449862   0 0.540298249
## 1518    5  13  14   6.2239584 0.118367752 0.2627768165   0 0.550500839
## 1519    5  13  14   5.9154566 0.121619594 0.2810814279   0 0.566674285
## 1520    5  13  14   5.7031663 0.120666439 0.3134427773   0 0.583548291
## 1521    5  13  14   5.7070750 0.119151206 0.3198929526   0 0.591567589
## 1522    5  13  14   5.7740882 0.119639903 0.3094064597   0 0.590438341
## 1523    5  13  14   5.5290647 0.124263615 0.2751335492   0 0.596479196
## 1524    5  13  14   5.8337884 0.119306085 0.2643331383   0 0.585715858
## 1525    5  13  14   5.8307316 0.118850576 0.2265038711   0 0.597493832
## 1526    5  13  14   5.9712297 0.118936905 0.1987386272   0 0.591439447
## 1527    5  13  14   6.0259532 0.118366845 0.1789697104   0 0.596254993
## 1528    5  13  14   5.9417874 0.119280471 0.1406340233   0 0.614540361
## 1529    5  13  14   5.8888256 0.120746654 0.1401889597   0 0.608669440
## 1530    5  13  14   6.1248118 0.118231815 0.1376589805   0 0.602093591
## 1531    5  13  14   6.1745551 0.118373796 0.1381688829   0 0.593689979
## 1532    5  13  14   6.3599274 0.119153396 0.1429784926   0 0.570346513
## 1533    5  13  14   6.2858066 0.117520838 0.1489770408   0 0.577057268
## 1534    5  13  14   6.4449314 0.115925160 0.1435004947   0 0.572618259
## 1535    5  13  14   6.4173322 0.116359102 0.1391717827   0 0.576501807
## 1536    5  13  14   6.3130746 0.116349113 0.1499242333   0 0.575443258
## 1537    5  13  14   6.2748993 0.115322714 0.1559497913   0 0.581031458
## 1538    5  13  14   6.0685305 0.118392640 0.1749754769   0 0.581572937
## 1539    5  13  14   6.0571163 0.116979723 0.2028573826   0 0.581619596
## 1540    5  13  14   5.8922842 0.118565978 0.2251044308   0 0.579809856
## 1541    5  13  14   5.8443169 0.119419179 0.2300700499   0 0.578130321
## 1542    5  13  14   5.6394685 0.121823319 0.2570028996   0 0.582560804
## 1543    5  13  14   5.9717433 0.116725333 0.2455528974   0 0.567688306
## 1544    5  13  14   6.0869896 0.115806913 0.2533404032   0 0.560294912
## 1545    5  13  14   6.1495616 0.115355910 0.2694512962   0 0.553371263
## 1546    5  13  14   6.0502342 0.116332405 0.2619762394   0 0.557553850
## 1547    5  13  14   6.3377870 0.113814306 0.2441203888   0 0.547834131
## 1548    5  13  14   6.2294622 0.117962679 0.2208682354   0 0.549734571
## 1549    5  13  14   6.2167859 0.116438138 0.2259243064   0 0.557763263
## 1550    5  13  14   6.0137215 0.117686211 0.2501974536   0 0.563546263
## 1551    5  13  14   6.2137851 0.117013664 0.2291211507   0 0.558370419
## 1552    5  13  14   6.2743830 0.117208125 0.2107640878   0 0.553437337
## 1553    5  13  14   6.2085464 0.117607733 0.2176316378   0 0.559427172
## 1554    5  13  14   6.1409887 0.116656800 0.2307944402   0 0.564579014
## 1555    5  13  14   6.0046320 0.117820352 0.2463481598   0 0.570798127
## 1556    5  13  14   6.0664428 0.116035084 0.2491537971   0 0.571895120
## 1557    5  13  14   6.0906036 0.115236550 0.2551281104   0 0.565552037
## 1558    5  13  14   6.0862698 0.116549110 0.2406753092   0 0.566826631
## 1559    5  13  14   6.1632556 0.116177937 0.2319768270   0 0.559546616
## 1560    5  13  14   6.1632556 0.116177937 0.2319768270   0 0.559546616
## 1561    5  13  14   3.7932530 0.569942324 0.5829299673   0 0.109941775
## 1562    5  13  14   3.7932530 0.569942324 0.5829299673   0 0.109941775
## 1563    5  13  14   4.5437244 0.567320877 0.6322980858   0 0.167699944
## 1564    5  13  14   3.9166119 0.580580329 0.6463853466   0 0.153837302
## 1565    5  13  14   4.6101738 0.517528531 0.6919101903   0 0.194937505
## 1566    5  13  14   5.1424847 0.384052480 0.6866063813   0 0.207890771
## 1567    5  13  14   4.7586325 0.372703738 0.7967496164   0 0.221543668
## 1568    5  13  14   5.0841853 0.289631956 0.7644447765   0 0.246552351
## 1569    5  13  14   4.8943021 0.220256103 0.7943608634   0 0.289248752
## 1570    5  13  14   5.0651161 0.173431676 0.7794493790   0 0.305410327
## 1571    5  13  14   5.6764432 0.151695743 0.7861330755   0 0.326943505
## 1572    5  13  14   5.5485317 0.147109379 0.7917842531   0 0.330832330
## 1573    5  13  14   5.7612316 0.140631733 0.7904693516   0 0.318249993
## 1574    5  13  14   5.8057471 0.139959455 0.8089200842   0 0.271101967
## 1575    5  13  14   6.0405270 0.135407078 0.8190943176   0 0.259090917
## 1576    5  13  14   5.6569915 0.141789303 0.8319098706   0 0.245226343
## 1577    5  13  14   5.7242761 0.133278722 0.8516010093   0 0.241456819
## 1578    5  13  14   5.5867363 0.134960320 0.8500378000   0 0.235618858
## 1579    5  13  14   5.7768933 0.132214472 0.8487803052   0 0.226307357
## 1580    5  13  14   5.5892380 0.128554653 0.8785592836   0 0.221073549
## 1581    5  13  14   5.6197917 0.126615550 0.8812596264   0 0.214564807
## 1582    5  13  14   5.6308205 0.126132481 0.8738280269   0 0.213989040
## 1583    5  13  14   5.6123997 0.127356648 0.8713336560   0 0.216889292
## 1584    5  13  14   5.5950173 0.126054681 0.8590182723   0 0.216937777
## 1585    5  13  14   5.4098457 0.129736697 0.8457916885   0 0.227221976
## 1586    5  13  14   5.2529072 0.130777644 0.8453871142   0 0.233931037
## 1587    5  13  14   5.2860871 0.126978174 0.8673271304   0 0.225249689
## 1588    5  13  14   5.3407989 0.126492180 0.8652268934   0 0.224930437
## 1589    5  13  14   5.1435216 0.129269126 0.8645468898   0 0.236585358
## 1590    5  13  14   5.2465964 0.127110303 0.8683238919   0 0.225193622
## 1591    5  13  14   5.2963172 0.124676672 0.8746976625   0 0.227780917
## 1592    5  13  14   5.1522588 0.127738687 0.8756137047   0 0.235872331
## 1593    5  13  14   5.3699191 0.124376630 0.8809978827   0 0.226707197
## 1594    5  13  14   5.4510884 0.122280780 0.8773929487   0 0.230619470
## 1595    5  13  14   5.2026261 0.124607973 0.8880917012   0 0.231015162
## 1596    5  13  14   5.3028152 0.121249296 0.8985116445   0 0.218720110
## 1597    5  13  14   5.3016480 0.122864722 0.8922441540   0 0.217831594
## 1598    5  13  14   5.2685567 0.123989088 0.8951707714   0 0.217342313
## 1599    5  13  14   5.2036695 0.124891375 0.8959937963   0 0.222006308
## 1600    5  13  14   5.2580838 0.123304439 0.8949398073   0 0.214859498
## 1601    5  13  14   5.5597939 0.119829448 0.8991659959   0 0.206901556
## 1602    5  13  14   5.4958971 0.120708749 0.8944966823   0 0.210328554
## 1603    5  13  14   5.6089569 0.118659342 0.8907488231   0 0.204529425
## 1604    5  13  14   5.5977690 0.118417367 0.8881389875   0 0.212653467
## 1605    5  13  14   5.4157527 0.121277770 0.8855573820   0 0.216856472
## 1606    5  13  14   5.5128193 0.118483974 0.8978081921   0 0.212654909
## 1607    5  13  14   5.5214295 0.118927432 0.8847753942   0 0.212657362
## 1608    5  13  14   5.7188593 0.117113601 0.8724710715   0 0.213737146
## 1609    5  13  14   5.4233292 0.121862848 0.8784218435   0 0.220025342
## 1610    5  13  14   5.4285878 0.121730640 0.8705805105   0 0.225083267
## 1611    5  13  14   5.4633394 0.120556809 0.8653099047   0 0.219175944
## 1612    5  13  14   5.5402387 0.118430602 0.8565070688   0 0.226708799
## 1613    5  13  14   5.5402387 0.118430602 0.8565070688   0 0.226708799
## 1614    5  13  14   5.5007487 0.122344842 0.8560810837   0 0.226998226
## 1615    5  13  14   5.4700393 0.125129299 0.8517083839   0 0.221587080
## 1616    5  13  14   5.3629687 0.126016675 0.8604053281   0 0.223557184
## 1617    5  13  14   5.2294857 0.128235738 0.8619617081   0 0.226440724
## 1618    5  13  14   5.2923757 0.125935524 0.8566633056   0 0.229957626
## 1619    5  13  14   5.3454368 0.125384140 0.8572307990   0 0.225194309
## 1620    5  13  14   5.1236740 0.128686790 0.8645667958   0 0.233891905
## 1621    5  13  14   4.9796758 0.131498349 0.8683148804   0 0.237682580
## 1622    5  13  14   5.2538028 0.126898087 0.8544450044   0 0.234744443
## 1623    5  13  14   4.9216132 0.133290329 0.8650289955   0 0.250414245
## 1624    5  13  14   4.9674762 0.131401872 0.8564207407   0 0.252318096
## 1625    5  13  14   4.9857917 0.131683384 0.8539602783   0 0.246165323
## 1626    5  13  14   5.1017676 0.128860267 0.8566314527   0 0.240596409
## 1627    5  13  14   5.2631303 0.127060896 0.8371723442   0 0.245636369
## 1628    5  13  14   5.2268748 0.127887182 0.8302533215   0 0.244088579
## 1629    5  13  14   5.2907966 0.127751558 0.8238050236   0 0.239318439
## 1630    5  13  14   5.5151291 0.124640134 0.8219284235   0 0.235286941
## 1631    5  13  14   5.5525440 0.125227583 0.8110619326   0 0.233552830
## 1632    5  13  14   5.3797928 0.126079158 0.8339877722   0 0.245221505
## 1633    5  13  14   5.3821340 0.125542648 0.8496346046   0 0.243644314
## 1634    5  13  14   5.4475288 0.124880465 0.8381627258   0 0.239309260
## 1635    5  13  14   5.3190717 0.127513272 0.8365599840   0 0.241723967
## 1636    5  13  14   5.4849593 0.124973274 0.8278036254   0 0.240684145
## 1637    5  13  14   5.3444974 0.124877080 0.8612764327   0 0.244877487
## 1638    5  13  14   5.0551496 0.128489928 0.8690471820   0 0.251825673
## 1639    5  13  14   4.9523120 0.131647191 0.8719918693   0 0.249814183
## 1640    5  13  14   5.2130879 0.126184945 0.8733172446   0 0.235102933
## 1641    5  13  14   5.1638985 0.125574085 0.9011846095   0 0.231884758
## 1642    5  13  14   5.0854679 0.125146731 0.9101289138   0 0.232407870
## 1643    5  13  14   5.1413677 0.123977371 0.9230633457   0 0.219032647
## 1644    5  13  14   5.1207885 0.123808071 0.9250421552   0 0.219014500
## 1645    5  13  14   5.1508254 0.124491876 0.9235260955   0 0.217836269
## 1646    5  13  14   5.1841662 0.122446332 0.9293183415   0 0.212667479
## 1647    5  13  14   5.1538723 0.121955948 0.9315965529   0 0.217265922
## 1648    5  13  14   5.0480868 0.124600846 0.9294081385   0 0.226407708
## 1649    5  13  14   4.9235153 0.124482480 0.9319714761   0 0.236695129
## 1650    5  13  14   4.8240044 0.127496644 0.9292943322   0 0.241971874
## 1651    5  13  14   4.8611488 0.126234600 0.9294368867   0 0.247751689
## 1652    5  13  14   4.7879220 0.126979643 0.9300800067   0 0.254226833
## 1653    5  13  14   4.8055215 0.126308591 0.9266520869   0 0.256015474
## 1654    5  13  14   4.8766362 0.125146059 0.9246133170   0 0.248798565
## 1655    5  13  14   4.8847637 0.124111861 0.9266191988   0 0.250876445
## 1656    5  13  14   4.9289913 0.123278149 0.9279439866   0 0.247752245
## 1657    5  13  14   4.8634279 0.124245736 0.9282136764   0 0.248805048
## 1658    5  13  14   4.7814882 0.126960103 0.9187976829   0 0.254937799
## 1659    5  13  14   4.9002082 0.125599015 0.8942909036   0 0.255969886
## 1660    5  13  14   4.9178571 0.126808325 0.8879522025   0 0.252538942
## 1661    5  13  14   5.0514442 0.124905251 0.8761916541   0 0.248378139
## 1662    5  13  14   4.9859944 0.123415970 0.8982556661   0 0.248824266
## 1663    5  13  14   5.0243792 0.122622437 0.8963578246   0 0.248010034
## 1664    5  13  14   5.0243792 0.122622437 0.8963578246   0 0.248010034
## 1665    5  13  14   3.8179133 0.447721022 0.6541799301   0 0.442830448
## 1666    5  13  14   3.8179133 0.447721022 0.6541799301   0 0.442830448
## 1667    5  13  14   3.1279638 0.427210305 0.6666499470   0 0.378546169
## 1668    5  13  14   2.6583485 0.290841307 0.6399484963   0 0.368749592
## 1669    5  13  14   3.4835735 0.263428201 0.6373279242   0 0.353589183
## 1670    5  13  14   4.2864232 0.194146147 0.6306253104   0 0.359193379
## 1671    5  13  14   4.8643365 0.159856467 0.6342754136   0 0.394129631
## 1672    5  13  14   5.6010726 0.142131127 0.6401930525   0 0.364675627
## 1673    5  13  14   5.6998339 0.139975112 0.6169868474   0 0.354064467
## 1674    5  13  14   6.3677562 0.128861076 0.5896558381   0 0.324738650
## 1675    5  13  14   6.3690725 0.128943763 0.5910486767   0 0.315383505
## 1676    5  13  14   6.5947995 0.126599931 0.5700241689   0 0.320621169
## 1677    5  13  14   6.1916541 0.131577252 0.5808668014   0 0.326790922
## 1678    5  13  14   6.4416294 0.125805691 0.5957706472   0 0.310164801
## 1679    5  13  14   6.4587955 0.124060259 0.6250401512   0 0.301089932
## 1680    5  13  14   6.3360794 0.121350707 0.6521546967   0 0.310844339
## 1681    5  13  14   6.1463017 0.126015200 0.6500393136   0 0.306730758
## 1682    5  13  14   5.9888057 0.124708053 0.6595740500   0 0.315708807
## 1683    5  13  14   5.8774883 0.123148192 0.6996227275   0 0.303566885
## 1684    5  13  14   5.6417067 0.121510663 0.7315289354   0 0.314600261
## 1685    5  13  14   5.6480614 0.120147752 0.7443842693   0 0.310311695
## 1686    5  13  14   5.3655887 0.123817082 0.7621146009   0 0.317031516
## 1687    5  13  14   5.2246104 0.124489695 0.7767282973   0 0.323681072
## 1688    5  13  14   5.2505401 0.123191947 0.7872442481   0 0.323958295
## 1689    5  13  14   5.1177958 0.127233949 0.7758406787   0 0.342284935
## 1690    5  13  14   5.1292588 0.124589632 0.8035655120   0 0.331088317
## 1691    5  13  14   5.2132672 0.122530610 0.8112921492   0 0.316476559
## 1692    5  13  14   5.3809031 0.119929984 0.8089305971   0 0.305644450
## 1693    5  13  14   5.1868469 0.121243398 0.8289512851   0 0.323074060
## 1694    5  13  14   5.3101965 0.118935314 0.8261671175   0 0.313976380
## 1695    5  13  14   5.0430562 0.124338443 0.8355244589   0 0.321140680
## 1696    5  13  14   4.9126390 0.126044775 0.8341762041   0 0.335231116
## 1697    5  13  14   4.9813902 0.124792795 0.8255228300   0 0.339428002
## 1698    5  13  14   5.0827264 0.123611074 0.8089053475   0 0.341276599
## 1699    5  13  14   5.0599321 0.125020528 0.7839838165   0 0.345454514
## 1700    5  13  14   5.0612031 0.124382998 0.7964781649   0 0.345236185
## 1701    5  13  14   5.1487600 0.123058558 0.7994873152   0 0.331058769
## 1702    5  13  14   5.2071095 0.119657137 0.8144343292   0 0.335998418
## 1703    5  13  14   5.3250671 0.118898466 0.8020526815   0 0.318906442
## 1704    5  13  14   5.3319830 0.118271576 0.8105925423   0 0.317882636
## 1705    5  13  14   5.4128684 0.118421465 0.8068160597   0 0.314242435
## 1706    5  13  14   5.5302623 0.117203979 0.7761316811   0 0.323032565
## 1707    5  13  14   5.4024373 0.118663518 0.7813405817   0 0.327090738
## 1708    5  13  14   5.4435595 0.117719779 0.7861109089   0 0.325668040
## 1709    5  13  14   5.2850878 0.119556254 0.7953516824   0 0.328994703
## 1710    5  13  14   5.4289720 0.117136391 0.7902982519   0 0.325834785
## 1711    5  13  14   5.3891463 0.117274364 0.8038166115   0 0.319817113
## 1712    5  13  14   5.4196312 0.116404393 0.8077922462   0 0.317232618
## 1713    5  13  14   5.3517868 0.117240142 0.8185342937   0 0.321420126
## 1714    5  13  14   5.3481721 0.115974520 0.8476652050   0 0.308941819
## 1715    5  13  14   5.2697870 0.116403407 0.8549321751   0 0.313271892
## 1716    5  13  14   5.2437658 0.116741532 0.8502528627   0 0.320183541
## 1717    5  13  14   5.2437658 0.116741532 0.8502528627   0 0.320183541
## 1718    5  13  14   5.1912736 0.121377325 0.8485704677   0 0.319031129
## 1719    5  13  14   5.0380581 0.124835387 0.8477221660   0 0.328717813
## 1720    5  13  14   5.1575314 0.122913212 0.8438775002   0 0.316020568
## 1721    5  13  14   5.2383926 0.123237105 0.8276790519   0 0.312438560
## 1722    5  13  14   5.2751639 0.121263192 0.8256840459   0 0.319892723
## 1723    5  13  14   5.1023497 0.121773010 0.8317098612   0 0.318646291
## 1724    5  13  14   5.2003455 0.118899218 0.8495053532   0 0.314944973
## 1725    5  13  14   5.2500956 0.117594210 0.8540536129   0 0.311116752
## 1726    5  13  14   4.5558258 0.131547209 0.8624222284   0 0.363899973
## 1727    5  13  14   4.8257519 0.124720184 0.8579453119   0 0.344640600
## 1728    5  13  14   5.0442655 0.117834904 0.8710497383   0 0.328483102
## 1729    5  13  14   5.2023601 0.117302652 0.8680881741   0 0.315950205
## 1730    5  13  14   5.2094994 0.116700373 0.8662590559   0 0.314323529
## 1731    5  13  14   5.2547300 0.117522444 0.8604258580   0 0.319146842
## 1732    5  13  14   5.3532612 0.114222642 0.8771045009   0 0.323050798
## 1733    5  13  14   5.2119701 0.117367123 0.8701766837   0 0.325417700
## 1734    5  13  14   5.3013992 0.116206243 0.8751394286   0 0.321267259
## 1735    5  13  14   5.2390265 0.117035080 0.8739303989   0 0.318172029
## 1736    5  13  14   5.2446563 0.116428456 0.8743613122   0 0.319737522
## 1737    5  13  14   5.1118437 0.118575282 0.8914181210   0 0.322214951
## 1738    5  13  14   5.1858703 0.115026743 0.8938658044   0 0.331241562
## 1739    5  13  14   5.2349382 0.115072356 0.8937791005   0 0.330726975
## 1740    5  13  14   5.3346178 0.112185404 0.9034347566   0 0.317854603
## 1741    5  13  14   5.1152511 0.115895613 0.8905343760   0 0.336300847
## 1742    5  13  14   5.0306821 0.117586216 0.8862044297   0 0.347132723
## 1743    5  13  14   4.9942633 0.117470287 0.8799082076   0 0.348418130
## 1744    5  13  14   4.7036006 0.123081345 0.8784001841   0 0.365848418
## 1745    5  13  14   4.7817834 0.120967632 0.8758169278   0 0.363131195
## 1746    5  13  14   4.9037222 0.117944302 0.8689061613   0 0.356493003
## 1747    5  13  14   4.8275763 0.118989416 0.8758722869   0 0.360885337
## 1748    5  13  14   4.7201510 0.123241342 0.8727348425   0 0.357375833
## 1749    5  13  14   4.7348016 0.121822317 0.8750196832   0 0.360258078
## 1750    5  13  14   4.8656232 0.119512334 0.8671100859   0 0.358012319
## 1751    5  13  14   4.8778957 0.119517595 0.8658964222   0 0.341444857
## 1752    5  13  14   4.9201079 0.118566587 0.8658418003   0 0.337636992
## 1753    5  13  14   4.9002515 0.118654493 0.8585612043   0 0.341478859
## 1754    5  13  14   4.9645130 0.116589061 0.8619365592   0 0.332789432
## 1755    5  13  14   4.8543096 0.117904246 0.8726490835   0 0.355487667
## 1756    5  13  14   4.9048738 0.117105204 0.8736848783   0 0.333631892
## 1757    5  13  14   4.9011761 0.117970435 0.8719358984   0 0.335973768
## 1758    5  13  14   4.7805771 0.119743837 0.8774453351   0 0.342960751
## 1759    5  13  14   4.9172948 0.116225603 0.8891555174   0 0.331572573
## 1760    5  13  14   4.9196040 0.115566648 0.8905089925   0 0.335474762
## 1761    5  13  14   4.8989574 0.116022970 0.8939549922   0 0.334191692
## 1762    5  13  14   4.8869324 0.117055656 0.8899353251   0 0.335797028
## 1763    5  13  14   4.9307351 0.114996632 0.8907938279   0 0.335448692
## 1764    5  13  14   4.9193907 0.115247029 0.8981649697   0 0.331022871
## 1765    5  13  14   4.9512479 0.114291217 0.9009304094   0 0.328965250
## 1766    5  13  14   4.9503933 0.114276833 0.8963842305   0 0.336270745
## 1767    5  13  14   4.8793737 0.115284583 0.9010661111   0 0.337736979
## 1768    5  13  14   4.8793737 0.115284583 0.9010661111   0 0.337736979
## 1769    5  13  14   3.7885774 0.118938074 0.2749354417   0 0.001989278
## 1770    5  13  14   3.7885774 0.118938074 0.2749354417   0 0.001989278
## 1771    5  13  14   3.5970659 0.125549894 0.2686047067   0 0.001847054
## 1772    5  13  14   3.7716834 0.117805412 0.2372604034   0 0.002084269
## 1773    5  13  14   4.2262477 0.119579496 0.2183158685   0 0.002191914
## 1774    5  13  14   5.4907545 0.128244363 0.1865324241   0 0.002437960
## 1775    5  13  14   5.2226978 0.107975500 0.1232611818   0 0.002883296
## 1776    5  13  14   5.2143306 0.122325715 0.1166526487   0 0.003793480
## 1777    5  13  14   7.5678033 0.226245632 0.1077323185   0 0.004462054
## 1778    5  13  14  10.0548968 0.231023636 0.1461285143   0 0.006930668
## 1779    5  13  14  16.0692574 0.255637400 0.1617853892   0 0.010665244
## 1780    5  13  14  20.1068240 0.288471460 0.1989157281   0 0.009706467
## 1781    5  13  14  23.7059538 0.295946349 0.2591761403   0 0.011029916
## 1782    5  13  14  38.2511744 0.334382395 0.2614268346   0 0.021707983
## 1783    5  13  14  38.4963448 0.311575018 0.2309431137   0 0.034590625
## 1784    5  13  14  41.7022059 0.263231741 0.2683516456   0 0.046658360
## 1785    5  13  14  52.2378153 0.247975024 0.3085190165   0 0.070823285
## 1786    5  13  14  42.7567935 0.257761773 0.2860243747   0 0.092232065
## 1787    5  13  14  44.5894495 0.232345233 0.2331118216   0 0.074688585
## 1788    5  13  14  51.3285546 0.193884820 0.2202344212   0 0.076414513
## 1789    5  13  14  55.3141162 0.149553478 0.2111291129   0 0.075733700
## 1790    5  13  14  58.1879399 0.132489517 0.2083192632   0 0.071956004
## 1791    5  13  14  57.8251027 0.127999339 0.2000949170   0 0.068660382
## 1792    5  13  14  56.3212361 0.119298063 0.2044486363   0 0.068257310
## 1793    5  13  14  57.6029434 0.110676857 0.2097493052   0 0.067075229
## 1794    5  13  14  55.4638858 0.105452457 0.2196795710   0 0.067324378
## 1795    5  13  14  55.9511270 0.106370685 0.2199566880   0 0.066962972
## 1796    5  13  14  51.5873676 0.105062101 0.2459830112   0 0.066364500
## 1797    5  13  14  48.1669005 0.105535867 0.2751815378   0 0.063631681
## 1798    5  13  14  46.7128895 0.102916244 0.2754041617   0 0.066276392
## 1799    5  13  14  43.3332221 0.105175295 0.2885633990   0 0.065872183
## 1800    5  13  14  43.3803062 0.103100090 0.2907378622   0 0.065709522
## 1801    5  13  14  41.4403847 0.105632088 0.3032407696   0 0.063530063
## 1802    5  13  14  40.7937759 0.103688251 0.3188615564   0 0.063278674
## 1803    5  13  14  38.6914112 0.100908626 0.3211525000   0 0.064743083
## 1804    5  13  14  40.1545277 0.099916300 0.3068753662   0 0.064369707
## 1805    5  13  14  38.5155335 0.098992656 0.3159590792   0 0.065881380
## 1806    5  13  14  38.4825068 0.102377924 0.3109339936   0 0.063355921
## 1807    5  13  14  39.6052701 0.097218380 0.3092377496   0 0.065267475
## 1808    5  13  14  39.4249803 0.094506134 0.2944756334   0 0.065926571
## 1809    5  13  14  40.1230291 0.094045789 0.2978801698   0 0.066841298
## 1810    5  13  14  42.4209273 0.096528888 0.2781013267   0 0.066809850
## 1811    5  13  14  40.1866769 0.097976852 0.2842250782   0 0.066322234
## 1812    5  13  14  38.9618050 0.097531124 0.2986242780   0 0.065061813
## 1813    5  13  14  38.9180261 0.095793839 0.2971951317   0 0.066367344
## 1814    5  13  14  40.2779584 0.094729324 0.2899319323   0 0.067183539
## 1815    5  13  14  39.9797470 0.095810150 0.2938866315   0 0.066721476
## 1816    5  13  14  39.1354855 0.096033030 0.2978047717   0 0.065580931
## 1817    5  13  14  39.5917277 0.096643299 0.2953556827   0 0.065485451
## 1818    5  13  14  38.2807748 0.094509340 0.3041939569   0 0.065911100
## 1819    5  13  14  38.7382542 0.093758709 0.3019566619   0 0.066103065
## 1820    5  13  14  38.3609035 0.093855710 0.3115766010   0 0.065812488
## 1821    5  13  14  38.3609035 0.093855710 0.3115766010   0 0.065812488
## 1822    5  13  14  39.3806170 0.098583117 0.3109680231   0 0.064341949
## 1823    5  13  14  37.6662327 0.096772216 0.3034859197   0 0.066196995
## 1824    5  13  14  37.9618410 0.100788205 0.3016327016   0 0.065639982
## 1825    5  13  14  41.2940127 0.104741283 0.2906533831   0 0.063215768
## 1826    5  13  14  41.6994489 0.100712170 0.2850902805   0 0.065931489
## 1827    5  13  14  37.2577335 0.106684918 0.3039703351   0 0.065938062
## 1828    5  13  14  34.9117608 0.105870001 0.3435616880   0 0.064351409
## 1829    5  13  14  32.0916439 0.107433812 0.3614092155   0 0.064076834
## 1830    5  13  14  33.1429744 0.106338009 0.3559974774   0 0.063916459
## 1831    5  13  14  35.9343309 0.104156116 0.3231153912   0 0.066081571
## 1832    5  13  14  35.0906541 0.103731885 0.3461308971   0 0.063918693
## 1833    5  13  14  33.2428091 0.104196550 0.3679539271   0 0.063696511
## 1834    5  13  14  32.3564307 0.106513836 0.3642067932   0 0.063227998
## 1835    5  13  14  31.6956080 0.102695129 0.3774748400   0 0.064547738
## 1836    5  13  14  30.1993582 0.098401383 0.3835223033   0 0.065793092
## 1837    5  13  14  29.1184737 0.099258935 0.4227029266   0 0.066216557
## 1838    5  13  14  27.8170834 0.101087188 0.4676144187   0 0.066003100
## 1839    5  13  14  24.2570454 0.106396172 0.5344605670   0 0.063820569
## 1840    5  13  14  23.0602849 0.105242330 0.5641378784   0 0.063313425
## 1841    5  13  14  22.5450830 0.105491978 0.5803156158   0 0.065128305
## 1842    5  13  14  20.8335858 0.100840492 0.6170720779   0 0.065225077
## 1843    5  13  14  19.4393261 0.100834775 0.6511784967   0 0.065059415
## 1844    5  13  14  17.6938901 0.099878879 0.6810686345   0 0.066061769
## 1845    5  13  14  18.5754412 0.102797257 0.6866641584   0 0.063731808
## 1846    5  13  14  18.7312978 0.103279193 0.6840077269   0 0.063857681
## 1847    5  13  14  18.8489940 0.103430380 0.6846837479   0 0.063495109
## 1848    5  13  14  18.9247727 0.102769658 0.6801180868   0 0.064108119
## 1849    5  13  14  18.7674438 0.104395700 0.6757000396   0 0.064537388
## 1850    5  13  14  18.8744752 0.103281509 0.6551922786   0 0.065195155
## 1851    5  13  14  18.9290909 0.106624738 0.6617680085   0 0.065019605
## 1852    5  13  14  18.3760144 0.104285784 0.6703142203   0 0.065206432
## 1853    5  13  14  18.1706104 0.101400586 0.6724430756   0 0.066842861
## 1854    5  13  14  17.9834503 0.106290403 0.6732780518   0 0.064372602
## 1855    5  13  14  18.0421282 0.104909273 0.6649783885   0 0.063957282
## 1856    5  13  14  18.4502408 0.099755765 0.6578001130   0 0.065220211
## 1857    5  13  14  18.1296789 0.098096118 0.6655664341   0 0.065443002
## 1858    5  13  14  18.5605882 0.099246446 0.6583620883   0 0.063849620
## 1859    5  13  14  19.2376046 0.099993575 0.6439025347   0 0.063235781
## 1860    5  13  14  19.2566449 0.100963999 0.6351338226   0 0.062655682
## 1861    5  13  14  20.1737221 0.103195024 0.6205006697   0 0.062331636
## 1862    5  13  14  19.5169179 0.103287825 0.6339268419   0 0.063075554
## 1863    5  13  14  19.7685965 0.100977016 0.6200302604   0 0.064775943
## 1864    5  13  14  19.3261704 0.103048212 0.6279269199   0 0.064205720
## 1865    5  13  14  19.0294608 0.103168554 0.6372276222   0 0.064264369
## 1866    5  13  14  19.1078103 0.102809290 0.6351502447   0 0.063637488
## 1867    5  13  14  19.0637799 0.100754132 0.6292699784   0 0.064297077
## 1868    5  13  14  19.3092140 0.102055630 0.6291851664   0 0.063388520
## 1869    5  13  14  19.1172427 0.099570214 0.6287310362   0 0.064315155
## 1870    5  13  14  19.7312192 0.098585257 0.6136214866   0 0.064590874
## 1871    5  13  14  19.2872891 0.099874795 0.6300081013   0 0.063741108
## 1872    5  13  14  19.2872891 0.099874795 0.6300081013   0 0.063741108
## 1873    5  13  14   3.0339456 0.442891394 0.6152055820   0 0.653994919
## 1874    5  13  14   3.0339456 0.442891394 0.6152055820   0 0.653994919
## 1875    5  13  14   1.9430717 0.358872976 0.6126733123   0 0.582557734
## 1876    5  13  14   2.6496133 0.282082533 0.5652496454   0 0.545304655
## 1877    5  13  14   2.6823217 0.232497073 0.5379687342   0 0.667095871
## 1878    5  13  14   3.1246573 0.208029312 0.5264524857   0 0.640115756
## 1879    5  13  14   3.2188312 0.200920526 0.5502567556   0 0.646825171
## 1880    5  13  14   3.1307826 0.206841479 0.5780326409   0 0.618801950
## 1881    5  13  14   3.4559251 0.192913956 0.6192911626   0 0.555868997
## 1882    5  13  14   3.7715988 0.182730640 0.6285074056   0 0.503950482
## 1883    5  13  14   4.0044515 0.176604410 0.6160982154   0 0.481032438
## 1884    5  13  14   3.9397289 0.175965506 0.6453133046   0 0.467396323
## 1885    5  13  14   4.0739870 0.169624896 0.6420161859   0 0.457470522
## 1886    5  13  14   3.8733406 0.175069339 0.6555633322   0 0.461244803
## 1887    5  13  14   3.9218674 0.172897991 0.6616739454   0 0.445740033
## 1888    5  13  14   4.2665138 0.163609523 0.6399380025   0 0.410050878
## 1889    5  13  14   4.5547012 0.154363030 0.6428109292   0 0.393710330
## 1890    5  13  14   4.6374003 0.152526832 0.6658731859   0 0.362534021
## 1891    5  13  14   4.7886877 0.151994718 0.6426403536   0 0.355497781
## 1892    5  13  14   5.1894194 0.141814469 0.6656625928   0 0.322623416
## 1893    5  13  14   5.3049165 0.139257337 0.6703715373   0 0.310149737
## 1894    5  13  14   5.5966573 0.134455297 0.6685547597   0 0.296460972
## 1895    5  13  14   5.5738776 0.133402089 0.6856898365   0 0.280144096
## 1896    5  13  14   5.7797943 0.130105472 0.6977355100   0 0.265654335
## 1897    5  13  14   5.7899653 0.128688552 0.7026728158   0 0.259275785
## 1898    5  13  14   6.0392195 0.123471282 0.6951727556   0 0.254623856
## 1899    5  13  14   6.0722452 0.123693876 0.6892943399   0 0.257718589
## 1900    5  13  14   6.0893074 0.123233613 0.7006558104   0 0.249060271
## 1901    5  13  14   5.8893125 0.123563069 0.7082778532   0 0.253485592
## 1902    5  13  14   6.0437574 0.121006970 0.7079107612   0 0.245980129
## 1903    5  13  14   5.9012747 0.122334193 0.7302769759   0 0.237769788
## 1904    5  13  14   5.9457212 0.119431663 0.7342566000   0 0.244461829
## 1905    5  13  14   5.8457781 0.120158973 0.7430608363   0 0.250995329
## 1906    5  13  14   5.8354952 0.118351124 0.7574715708   0 0.251484350
## 1907    5  13  14   5.8018297 0.119941695 0.7461826721   0 0.255789323
## 1908    5  13  14   5.7355612 0.118607044 0.7639920304   0 0.256921581
## 1909    5  13  14   5.7167033 0.120148352 0.7573125055   0 0.256743548
## 1910    5  13  14   5.7959817 0.119486720 0.7558002977   0 0.254398263
## 1911    5  13  14   5.6355678 0.118393991 0.7802302335   0 0.262746305
## 1912    5  13  14   5.4998184 0.118025043 0.8017369030   0 0.262368927
## 1913    5  13  14   5.3641550 0.119573278 0.8145364345   0 0.262452658
## 1914    5  13  14   5.1809657 0.119971864 0.8396782148   0 0.264141830
## 1915    5  13  14   5.1072059 0.120018540 0.8392379459   0 0.278721489
## 1916    5  13  14   5.1673522 0.117992758 0.8553570611   0 0.261427227
## 1917    5  13  14   5.1027017 0.118147760 0.8685191210   0 0.258947981
## 1918    5  13  14   5.0125230 0.119314544 0.8743493399   0 0.259064149
## 1919    5  13  14   4.8992907 0.121955229 0.8731751443   0 0.266820985
## 1920    5  13  14   4.8844643 0.121083438 0.8845145263   0 0.267907364
## 1921    5  13  14   4.8481296 0.121147123 0.8883646374   0 0.269074532
## 1922    5  13  14   4.9954342 0.119421063 0.8803288397   0 0.260605877
## 1923    5  13  14   4.8256750 0.122195722 0.8727059457   0 0.272948820
## 1924    5  13  14   4.6205761 0.126363707 0.8741429844   0 0.284106479
## 1925    5  13  14   4.6205761 0.126363707 0.8741429844   0 0.284106479
## 1926    5  13  14   4.6716986 0.128032777 0.8729393980   0 0.284021157
## 1927    5  13  14   4.6258052 0.130227647 0.8675500318   0 0.282565329
## 1928    5  13  14   4.7864928 0.126644862 0.8684806317   0 0.269482868
## 1929    5  13  14   4.5936498 0.130612588 0.8803562782   0 0.270646935
## 1930    5  13  14   4.7429126 0.129626313 0.8648995453   0 0.260657406
## 1931    5  13  14   4.6216442 0.131513178 0.8644010683   0 0.271100848
## 1932    5  13  14   4.5217759 0.132630719 0.8679421925   0 0.284887874
## 1933    5  13  14   4.4631186 0.134267678 0.8757827371   0 0.269541807
## 1934    5  13  14   4.5174851 0.132123015 0.8867398633   0 0.270278278
## 1935    5  13  14   4.5711912 0.130243218 0.8840875445   0 0.281034274
## 1936    5  13  14   4.5145877 0.133039132 0.8760707800   0 0.278821399
## 1937    5  13  14   4.3843099 0.135862604 0.8691584215   0 0.289277578
## 1938    5  13  14   4.5234262 0.134558235 0.8558627856   0 0.289373677
## 1939    5  13  14   4.6367080 0.131018479 0.8529020526   0 0.285346194
## 1940    5  13  14   4.8283655 0.128204135 0.8344337341   0 0.282970735
## 1941    5  13  14   4.8502967 0.128670089 0.8333034017   0 0.265510366
## 1942    5  13  14   5.1221144 0.124520747 0.8210874042   0 0.246808416
## 1943    5  13  14   5.1558107 0.122786563 0.8256060356   0 0.254832109
## 1944    5  13  14   5.1122688 0.123860284 0.8265469008   0 0.257848585
## 1945    5  13  14   5.0786898 0.124060359 0.8248257392   0 0.262158884
## 1946    5  13  14   5.0510402 0.127032272 0.8020190479   0 0.264986115
## 1947    5  13  14   5.0317775 0.129093582 0.7853954603   0 0.269722102
## 1948    5  13  14   5.0930279 0.128461403 0.7887696686   0 0.271882901
## 1949    5  13  14   5.0109158 0.127749511 0.7913817147   0 0.277695657
## 1950    5  13  14   5.0170732 0.128315426 0.7698706575   0 0.288774561
## 1951    5  13  14   5.0106032 0.128458890 0.7451206050   0 0.296983944
## 1952    5  13  14   4.8384246 0.133184582 0.7435507511   0 0.314474496
## 1953    5  13  14   4.9261705 0.131199384 0.7482099022   0 0.307398041
## 1954    5  13  14   4.9348135 0.131069465 0.7455671208   0 0.306782680
## 1955    5  13  14   4.9262821 0.131665285 0.7487828956   0 0.300217791
## 1956    5  13  14   5.1554233 0.125427216 0.7395846931   0 0.303179287
## 1957    5  13  14   5.3762686 0.121870515 0.7675680642   0 0.264420682
## 1958    5  13  14   5.3335859 0.122566329 0.7564303786   0 0.281314687
## 1959    5  13  14   5.3992902 0.122470274 0.7513163523   0 0.270172364
## 1960    5  13  14   5.3975397 0.121403193 0.7525593636   0 0.277261820
## 1961    5  13  14   5.4550678 0.120938869 0.7499808758   0 0.270937374
## 1962    5  13  14   5.4903510 0.120649762 0.7347912819   0 0.274703943
## 1963    5  13  14   5.5077334 0.121063128 0.7389597382   0 0.275263906
## 1964    5  13  14   5.4846339 0.121459809 0.7329703436   0 0.276496166
## 1965    5  13  14   5.4660010 0.120560584 0.7474729247   0 0.276693903
## 1966    5  13  14   5.4666645 0.121735980 0.7381293635   0 0.272793904
## 1967    5  13  14   5.6579652 0.119894946 0.7304792350   0 0.267864222
## 1968    5  13  14   5.5518177 0.120208005 0.7406833526   0 0.266027576
## 1969    5  13  14   5.6898795 0.119310282 0.7258049891   0 0.265234150
## 1970    5  13  14   5.7329625 0.118338132 0.7224520940   0 0.265913141
## 1971    5  13  14   5.6151129 0.120396722 0.7278702334   0 0.269649011
## 1972    5  13  14   5.6055045 0.119983483 0.7315417275   0 0.269379210
## 1973    5  13  14   5.4280835 0.123192954 0.7276733467   0 0.271235309
## 1974    5  13  14   5.4410786 0.122427724 0.7288414621   0 0.277913061
## 1975    5  13  14   5.5457983 0.120084786 0.7330741242   0 0.272358315
## 1976    5  13  14   5.5457983 0.120084786 0.7330741242   0 0.272358315
## 1977    5  13  14   7.5889305 0.134597079 0.0603741555   0 0.623735773
## 1978    5  13  14   7.5889305 0.134597079 0.0603741555   0 0.623735773
## 1979    5  13  14   5.8071966 0.127863772 0.0582979475   0 0.605377945
## 1980    5  13  14   6.6054720 0.135532042 0.0675168799   0 0.546395838
## 1981    5  13  14   7.0175750 0.144492107 0.0678171617   0 0.485590066
## 1982    5  13  14   7.4310543 0.158414883 0.0926895622   0 0.398841476
## 1983    5  13  14   7.2061241 0.167473512 0.0857343260   0 0.389456503
## 1984    5  13  14   7.5021481 0.157591238 0.0853465154   0 0.389702421
## 1985    5  13  14   8.7969483 0.146266784 0.0987728734   0 0.347183995
## 1986    5  13  14   9.2143497 0.144380454 0.1052975132   0 0.329534802
## 1987    5  13  14  11.7038662 0.131945130 0.1168943765   0 0.276240749
## 1988    5  13  14  13.6199959 0.123821065 0.1209141701   0 0.246553126
## 1989    5  13  14  14.1913884 0.124300130 0.1297071235   0 0.227090209
## 1990    5  13  14  14.5419234 0.125703840 0.1311237735   0 0.212626219
## 1991    5  13  14  15.4127395 0.121353028 0.1324581027   0 0.206478258
## 1992    5  13  14  15.0069034 0.121285287 0.1349690163   0 0.211143762
## 1993    5  13  14  14.2162709 0.121068060 0.1471779526   0 0.221607794
## 1994    5  13  14  14.7640481 0.120825480 0.1313068047   0 0.214887039
## 1995    5  13  14  17.2892583 0.113417383 0.1232876276   0 0.196405144
## 1996    5  13  14  16.8690242 0.113923973 0.1293639339   0 0.198894637
## 1997    5  13  14  17.3766276 0.112881313 0.1168915151   0 0.200424538
## 1998    5  13  14  16.6938969 0.115649047 0.1136809165   0 0.204623535
## 1999    5  13  14  16.7017135 0.114905163 0.0995802526   0 0.210188894
## 2000    5  13  14  17.4653356 0.115754606 0.0951541753   0 0.200081473
## 2001    5  13  14  16.2569949 0.117402029 0.0864521585   0 0.216051774
## 2002    5  13  14  16.2603505 0.119469329 0.0898191690   0 0.211401376
## 2003    5  13  14  15.7403816 0.121920980 0.0887105668   0 0.214216346
## 2004    5  13  14  16.1013738 0.117146709 0.0906720183   0 0.216907550
## 2005    5  13  14  15.8848036 0.118150428 0.1021252052   0 0.209564967
## 2006    5  13  14  16.0551213 0.118740553 0.1064172554   0 0.201937329
## 2007    5  13  14  16.1139047 0.116532734 0.0895426761   0 0.214719249
## 2008    5  13  14  15.8532804 0.115824784 0.0966586987   0 0.214314322
## 2009    5  13  14  15.5066745 0.117726349 0.0819580655   0 0.224152350
## 2010    5  13  14  15.0863635 0.116446950 0.0903152285   0 0.229805085
## 2011    5  13  14  14.5241813 0.119924922 0.0947470484   0 0.231143973
## 2012    5  13  14  14.6858672 0.119440774 0.1017355044   0 0.224577043
## 2013    5  13  14  14.3800906 0.119553997 0.1059539108   0 0.226964799
## 2014    5  13  14  13.8427639 0.118934570 0.1113016327   0 0.236428989
## 2015    5  13  14  13.8026451 0.119583820 0.1083844903   0 0.236355095
## 2016    5  13  14  13.2482597 0.119315154 0.1094236829   0 0.248893569
## 2017    5  13  14  12.6578235 0.122580921 0.1117540291   0 0.253639809
## 2018    5  13  14  12.7983543 0.122383819 0.1124587346   0 0.250204146
## 2019    5  13  14  13.2155756 0.120080922 0.1174353263   0 0.241840139
## 2020    5  13  14  13.1315057 0.118176336 0.1223281849   0 0.246676863
## 2021    5  13  14  12.8897078 0.119367792 0.1242618527   0 0.244179973
## 2022    5  13  14  12.6859768 0.120819425 0.1305878249   0 0.243331609
## 2023    5  13  14  12.1818442 0.122948580 0.1334650665   0 0.247413855
## 2024    5  13  14  11.5292404 0.123728894 0.1521580357   0 0.250151460
## 2025    5  13  14  11.2452716 0.122896086 0.1571858945   0 0.256504696
## 2026    5  13  14  11.0096555 0.123803119 0.1540519992   0 0.260619111
## 2027    5  13  14  10.9288517 0.123064636 0.1632023251   0 0.257409595
## 2028    5  13  14  11.2029612 0.121496239 0.1828508579   0 0.244704877
## 2029    5  13  14  11.2029612 0.121496239 0.1828508579   0 0.244704877
## 2030    5  13  14  11.1956479 0.124810417 0.1832955711   0 0.249209036
## 2031    5  13  14  10.9252120 0.126579398 0.1858341243   0 0.249535481
## 2032    5  13  14  10.6247755 0.129822234 0.1897695057   0 0.249876060
## 2033    5  13  14  10.4797547 0.131843384 0.1843917096   0 0.246720166
## 2034    5  13  14  11.0291530 0.130552814 0.1737027991   0 0.242275281
## 2035    5  13  14  10.6915339 0.130800452 0.1828227244   0 0.242537349
## 2036    5  13  14  11.5499517 0.124518822 0.1757326731   0 0.235871155
## 2037    5  13  14  11.2893819 0.126432459 0.1821569826   0 0.237599475
## 2038    5  13  14  11.2054941 0.129518007 0.1602828167   0 0.243706758
## 2039    5  13  14  11.6439507 0.125845025 0.1781139959   0 0.228306041
## 2040    5  13  14  11.4278761 0.122136375 0.1924842646   0 0.236111229
## 2041    5  13  14  10.9764819 0.124082073 0.2053501038   0 0.240362528
## 2042    5  13  14   9.7661753 0.125507007 0.2525483463   0 0.254374918
## 2043    5  13  14   9.9774901 0.123126621 0.2486307193   0 0.253102277
## 2044    5  13  14   9.6423435 0.126606520 0.2437766599   0 0.256901496
## 2045    5  13  14   9.8295470 0.125371278 0.2585236073   0 0.241575927
## 2046    5  13  14  10.1348929 0.125481909 0.2470455682   0 0.235523332
## 2047    5  13  14   9.8121826 0.122557846 0.2761823724   0 0.238275570
## 2048    5  13  14   9.2359975 0.124059129 0.2965856291   0 0.247742164
## 2049    5  13  14   8.6642435 0.127911789 0.3207133249   0 0.250146383
## 2050    5  13  14   9.0050330 0.125500012 0.3101884765   0 0.246564973
## 2051    5  13  14   9.1504680 0.121080593 0.3311592079   0 0.240312738
## 2052    5  13  14   8.6796953 0.122966412 0.3536362167   0 0.238957723
## 2053    5  13  14   8.7041911 0.121598365 0.3558580588   0 0.243837917
## 2054    5  13  14   8.8345246 0.122450160 0.3464246738   0 0.236999514
## 2055    5  13  14   8.4220054 0.124940756 0.3676581303   0 0.237032837
## 2056    5  13  14   8.4889342 0.125075843 0.3512721419   0 0.238769951
## 2057    5  13  14   8.1661042 0.125685986 0.3823516345   0 0.237346660
## 2058    5  13  14   8.0800940 0.124321228 0.4133922276   0 0.228946768
## 2059    5  13  14   7.9008888 0.124898915 0.4281938596   0 0.225497151
## 2060    5  13  14   7.9090981 0.120869489 0.4527569943   0 0.228672128
## 2061    5  13  14   7.6857890 0.123041183 0.4551660274   0 0.230550277
## 2062    5  13  14   7.4210047 0.126905483 0.4579468337   0 0.229918970
## 2063    5  13  14   7.5488635 0.123234382 0.4729508987   0 0.225675612
## 2064    5  13  14   7.3687825 0.125729919 0.4680540586   0 0.233680296
## 2065    5  13  14   7.3961062 0.123325931 0.4884886262   0 0.225485485
## 2066    5  13  14   7.3817181 0.125627302 0.4761793772   0 0.226951586
## 2067    5  13  14   7.6245865 0.126480942 0.4505268260   0 0.226252065
## 2068    5  13  14   7.5383068 0.127220238 0.4572987469   0 0.223865925
## 2069    5  13  14   7.4931119 0.125127573 0.4721093938   0 0.224864976
## 2070    5  13  14   7.4181248 0.124076333 0.4995839475   0 0.215529554
## 2071    5  13  14   7.2078824 0.124656804 0.5051584714   0 0.223549023
## 2072    5  13  14   7.2149381 0.124146649 0.5167075812   0 0.219453405
## 2073    5  13  14   7.0117048 0.125914264 0.5292920093   0 0.220074313
## 2074    5  13  14   7.0515568 0.125821472 0.5252263642   0 0.218317838
## 2075    5  13  14   7.0904081 0.124555255 0.5349910645   0 0.216047929
## 2076    5  13  14   7.0315333 0.122423585 0.5653587678   0 0.209910456
## 2077    5  13  14   6.7755966 0.122925289 0.5917215106   0 0.208919945
## 2078    5  13  14   6.5434961 0.121906146 0.6238352767   0 0.208244210
## 2079    5  13  14   6.3849590 0.123649809 0.6372837174   0 0.204866635
## 2080    5  13  14   6.3849590 0.123649809 0.6372837174   0 0.204866635
## 2081    5  13  14   6.4292327 0.444411150 0.5966432862   0 0.217515522
## 2082    5  13  14   6.4292327 0.444411150 0.5966432862   0 0.217515522
## 2083    5  13  14   4.7171503 0.334829390 0.6237955384   0 0.215168756
## 2084    5  13  14   4.9629414 0.315577186 0.6323469715   0 0.270287417
## 2085    5  13  14   5.8910045 0.244109620 0.6877847356   0 0.323514624
## 2086    5  13  14   4.9226304 0.184809774 0.6250896825   0 0.396587224
## 2087    5  13  14   6.0545045 0.134601451 0.6728450019   0 0.450479695
## 2088    5  13  14   6.7161804 0.108903807 0.7105928783   0 0.459818450
## 2089    5  13  14   7.4818353 0.093992702 0.6733395034   0 0.537048762
## 2090    5  13  14   7.4620573 0.089487580 0.6737825801   0 0.581760822
## 2091    5  13  14   7.4506782 0.087017334 0.6669265681   0 0.607974908
## 2092    5  13  14   7.0381812 0.089014557 0.6782744814   0 0.632635732
## 2093    5  13  14   6.6205370 0.093004623 0.6911328550   0 0.661227526
## 2094    5  13  14   6.1735285 0.095724316 0.7006462963   0 0.695942418
## 2095    5  13  14   5.9263862 0.097878068 0.7140609308   0 0.711105714
## 2096    5  13  14   5.7660928 0.099057280 0.7123498796   0 0.730916806
## 2097    5  13  14   5.5964573 0.100550049 0.7043982143   0 0.746414829
## 2098    5  13  14   5.4081558 0.102953025 0.7182836932   0 0.758113177
## 2099    5  13  14   5.2467010 0.104745174 0.7196882589   0 0.769146256
## 2100    5  13  14   5.1376873 0.105024148 0.7082674539   0 0.788894146
## 2101    5  13  14   5.0935681 0.104889520 0.7195084098   0 0.800643652
## 2102    5  13  14   4.9856284 0.105272186 0.7168315365   0 0.808130064
## 2103    5  13  14   4.9495677 0.105416810 0.7252098981   0 0.809749390
## 2104    5  13  14   4.8566603 0.106823965 0.7220355776   0 0.814938483
## 2105    5  13  14   4.7526449 0.109405496 0.7202431576   0 0.834104925
## 2106    5  13  14   4.8370967 0.106944544 0.7368915290   0 0.835837303
## 2107    5  13  14   4.7940683 0.108028345 0.7206948151   0 0.839741709
## 2108    5  13  14   4.8800695 0.105552004 0.7043125118   0 0.850596965
## 2109    5  13  14   4.8540377 0.105825555 0.7049860096   0 0.849449378
## 2110    5  13  14   4.7810841 0.106084511 0.6990827813   0 0.856303292
## 2111    5  13  14   4.7737249 0.105263783 0.7056283531   0 0.867867238
## 2112    5  13  14   4.7057009 0.105427075 0.7233871546   0 0.873917468
## 2113    5  13  14   4.7203714 0.104581840 0.7090377359   0 0.885605919
## 2114    5  13  14   4.6241037 0.106438739 0.7132104025   0 0.888230952
## 2115    5  13  14   4.6393370 0.106272715 0.7168990694   0 0.884572357
## 2116    5  13  14   4.7697278 0.104086036 0.7179871372   0 0.876142597
## 2117    5  13  14   4.6613177 0.105800290 0.7217864030   0 0.877697266
## 2118    5  13  14   4.5913076 0.107091978 0.7407451149   0 0.884210462
## 2119    5  13  14   4.6192148 0.106335365 0.7453843083   0 0.883441213
## 2120    5  13  14   4.5988924 0.106612616 0.7487313948   0 0.886966103
## 2121    5  13  14   4.5682114 0.106646332 0.7586028729   0 0.894012294
## 2122    5  13  14   4.5029819 0.108032607 0.7608947654   0 0.895426563
## 2123    5  13  14   4.3877378 0.110692098 0.7693288992   0 0.905356088
## 2124    5  13  14   4.4303361 0.109564624 0.7556338310   0 0.903267991
## 2125    5  13  14   4.4459440 0.108780704 0.7476849806   0 0.903961516
## 2126    5  13  14   4.3997476 0.109451330 0.7443513495   0 0.909489842
## 2127    5  13  14   4.4547170 0.108416229 0.7353721959   0 0.908101998
## 2128    5  13  14   4.4620519 0.108399775 0.7271298025   0 0.904283331
## 2129    5  13  14   4.4516144 0.107845957 0.7140616165   0 0.906980684
## 2130    5  13  14   4.4754630 0.107893176 0.7192307728   0 0.905270630
## 2131    5  13  14   4.5015868 0.107378260 0.7327224718   0 0.897016146
## 2132    5  13  14   4.4339678 0.109102650 0.7325985985   0 0.896933311
## 2133    5  13  14   4.4339678 0.109102650 0.7325985985   0 0.896933311
## 2134    5  13  14   4.3915217 0.112599221 0.7351864654   0 0.895621237
## 2135    5  13  14   4.3374004 0.113178629 0.7347348601   0 0.897323711
## 2136    5  13  14   4.3246939 0.113308456 0.7309279336   0 0.897782834
## 2137    5  13  14   4.3121219 0.113814630 0.7233058720   0 0.902508327
## 2138    5  13  14   4.3505432 0.112388726 0.7117442293   0 0.903606293
## 2139    5  13  14   4.2586327 0.114454863 0.7213321980   0 0.903847312
## 2140    5  13  14   4.3466956 0.113378364 0.7015149734   0 0.905831327
## 2141    5  13  14   4.3698840 0.112206504 0.7254713078   0 0.909025886
## 2142    5  13  14   4.2526535 0.114232575 0.7276007422   0 0.918627850
## 2143    5  13  14   4.2400651 0.113916527 0.7233798306   0 0.914163903
## 2144    5  13  14   4.3077863 0.113559220 0.7187804308   0 0.914335951
## 2145    5  13  14   4.2535675 0.114209764 0.6893763876   0 0.908426074
## 2146    5  13  14   4.3217909 0.112577005 0.6903399848   0 0.907663975
## 2147    5  13  14   4.1379363 0.117764523 0.6740985150   0 0.920414658
## 2148    5  13  14   4.1443177 0.117072094 0.6548287304   0 0.916780624
## 2149    5  13  14   4.1405743 0.117599772 0.6328573478   0 0.914108411
## 2150    5  13  14   4.2073762 0.115958220 0.6264587932   0 0.910663910
## 2151    5  13  14   4.1725669 0.116277962 0.6473291082   0 0.914298224
## 2152    5  13  14   4.1835156 0.117322852 0.6406920847   0 0.905057331
## 2153    5  13  14   4.1243695 0.117616061 0.6208406303   0 0.909125464
## 2154    5  13  14   4.0775541 0.118934598 0.6077796291   0 0.910420701
## 2155    5  13  14   4.1119406 0.118156069 0.5969498790   0 0.912410690
## 2156    5  13  14   4.1743938 0.116266438 0.6039578479   0 0.917426275
## 2157    5  13  14   4.0884796 0.118252998 0.5684832284   0 0.915586221
## 2158    5  13  14   4.1383928 0.116806952 0.5576264305   0 0.917389712
## 2159    5  13  14   4.1128030 0.117422558 0.5385042016   0 0.919421686
## 2160    5  13  14   4.1846546 0.116716080 0.5513463705   0 0.917155053
## 2161    5  13  14   4.1733985 0.116068242 0.5437812591   0 0.908902134
## 2162    5  13  14   4.2024357 0.116211522 0.5060395730   0 0.908642863
## 2163    5  13  14   4.1139777 0.116766154 0.4671869711   0 0.923529449
## 2164    5  13  14   4.0846458 0.117170567 0.4558369459   0 0.930159863
## 2165    5  13  14   4.0767112 0.117002877 0.4550842728   0 0.933035961
## 2166    5  13  14   4.1083536 0.117335469 0.4533920239   0 0.928234473
## 2167    5  13  14   4.1063967 0.117325407 0.4417131803   0 0.922872346
## 2168    5  13  14   4.1950736 0.115159628 0.4559656252   0 0.917631291
## 2169    5  13  14   4.2036522 0.115170105 0.4447134363   0 0.917291361
## 2170    5  13  14   4.1408302 0.116910445 0.4347009147   0 0.917300726
## 2171    5  13  14   4.2397647 0.115399176 0.4026863879   0 0.915386284
## 2172    5  13  14   4.2785791 0.113124175 0.4218772569   0 0.919760213
## 2173    5  13  14   4.2411229 0.115240540 0.4048649830   0 0.910473980
## 2174    5  13  14   4.2937376 0.114578155 0.4215531854   0 0.912758583
## 2175    5  13  14   4.2393794 0.115497766 0.4555173429   0 0.908344134
## 2176    5  13  14   4.2382238 0.114308134 0.4539378973   0 0.910785833
## 2177    5  13  14   4.3638776 0.112127716 0.4700859864   0 0.901936699
## 2178    5  13  14   4.3236260 0.112898121 0.4835824146   0 0.908123081
## 2179    5  13  14   4.3331505 0.111810606 0.5024681947   0 0.905442582
## 2180    5  13  14   4.2723886 0.113168559 0.5105216853   0 0.914047847
## 2181    5  13  14   4.2125896 0.114886072 0.4970586208   0 0.909422323
## 2182    5  13  14   4.2125850 0.113650391 0.4961171381   0 0.912477149
## 2183    5  13  14   4.2069250 0.112824029 0.4926338452   0 0.920219014
## 2184    5  13  14   4.2069250 0.112824029 0.4926338452   0 0.920219014
## 2185    5  13  14   5.3648230 0.064176436 0.5859986850   0 0.982405677
## 2186    5  13  14   5.3648230 0.064176436 0.5859986850   0 0.982405677
## 2187    5  13  14   5.7024366 0.078185167 0.6343259299   0 0.984007860
## 2188    5  13  14   5.1915191 0.075939638 0.5861160406   0 0.982241111
## 2189    5  13  14   5.0617517 0.083056228 0.5039664461   0 0.983235603
## 2190    5  13  14   4.6761816 0.092325329 0.6645202646   0 0.979814332
## 2191    5  13  14   4.3953807 0.088231602 0.4863733673   0 0.971233824
## 2192    5  13  14   4.1457113 0.090625889 0.5501086661   0 0.972693200
## 2193    5  13  14   4.8596423 0.079082743 0.6527868709   0 0.974239600
## 2194    5  13  14   4.3516148 0.093068934 0.5404509288   0 0.976882503
## 2195    5  13  14   4.4151256 0.097453758 0.6196894683   0 0.970351117
## 2196    5  13  14   4.2227146 0.101395150 0.5982992732   0 0.981345362
## 2197    5  13  14   3.9291777 0.100603931 0.6492756538   0 0.978965106
## 2198    5  13  14   3.9376539 0.102027839 0.6434749625   0 0.976008280
## 2199    5  13  14   3.9372001 0.105091106 0.6644563820   0 0.974190724
## 2200    5  13  14   3.8775230 0.107114643 0.7037676214   0 0.955553393
## 2201    5  13  14   2.9124342 0.170541535 0.4974841277   0 0.948533739
## 2202    5  13  14   2.8175304 0.172468244 0.5110607601   0 0.952008476
## 2203    5  13  14   2.9051227 0.165858595 0.5430737428   0 0.948039327
## 2204    5  13  14   2.6319638 0.179317125 0.4773595544   0 0.956243131
## 2205    5  13  14   2.5732520 0.183223170 0.5233263303   0 0.961780567
## 2206    5  13  14   2.6209934 0.178888930 0.4829471624   0 0.958307327
## 2207    5  13  14   2.5349437 0.183784496 0.4885001127   0 0.956616662
## 2208    5  13  14   2.5451853 0.183375237 0.4962900454   0 0.954264092
## 2209    5  13  14   2.6462469 0.178891522 0.4879906698   0 0.945812993
## 2210    5  13  14   2.6430792 0.178927796 0.4863095220   0 0.937620637
## 2211    5  13  14   2.6503348 0.180236391 0.4786888541   0 0.931842870
## 2212    5  13  14   2.7227962 0.175292827 0.4793607491   0 0.925554837
## 2213    5  13  14   2.7515103 0.174981116 0.4852182511   0 0.915956526
## 2214    5  13  14   2.6675740 0.178478027 0.4679667925   0 0.912876245
## 2215    5  13  14   2.6546269 0.179312130 0.5104578000   0 0.909949244
## 2216    5  13  14   2.5168562 0.186429325 0.4906867170   0 0.911678976
## 2217    5  13  14   2.6214656 0.179697681 0.5018415996   0 0.910875815
## 2218    5  13  14   2.7059801 0.174886867 0.5042837235   0 0.905401887
## 2219    5  13  14   2.7905173 0.167953150 0.4979738451   0 0.905420234
## 2220    5  13  14   2.8649654 0.165379847 0.4772726281   0 0.904421527
## 2221    5  13  14   2.8719907 0.164402158 0.4861204614   0 0.907911596
## 2222    5  13  14   2.9492323 0.162189336 0.4822620326   0 0.890538083
## 2223    5  13  14   2.9592234 0.163646092 0.4701648939   0 0.890476279
## 2224    5  13  14   2.9570270 0.163265021 0.4690833503   0 0.883954034
## 2225    5  13  14   2.9687098 0.163135026 0.4649062153   0 0.878612529
## 2226    5  13  14   3.0345562 0.159820614 0.4476417902   0 0.878324986
## 2227    5  13  14   3.1348027 0.154808834 0.4538568321   0 0.869987984
## 2228    5  13  14   3.2417144 0.153849658 0.4440284531   0 0.848695196
## 2229    5  13  14   3.3271480 0.151007317 0.4511218642   0 0.833849323
## 2230    5  13  14   3.3947447 0.149105185 0.4332371396   0 0.821612418
## 2231    5  13  14   3.4784691 0.148319269 0.4369100745   0 0.800053545
## 2232    5  13  14   3.5755773 0.146830544 0.4667142042   0 0.776772065
## 2233    5  13  14   3.6345457 0.143611558 0.4395605745   0 0.777297722
## 2234    5  13  14   3.7215709 0.143145859 0.4392104578   0 0.761980764
## 2235    5  13  14   3.6832322 0.144574663 0.4513889903   0 0.757974971
## 2236    5  13  14   3.7072538 0.143016666 0.4486968642   0 0.761366185
## 2237    5  13  14   3.7072538 0.143016666 0.4486968642   0 0.761366185
## 2238    5  13  14   3.7239822 0.144335486 0.4509504394   0 0.760948224
## 2239    5  13  14   3.7265462 0.147842723 0.4339264147   0 0.733971241
## 2240    5  13  14   3.6708762 0.147537744 0.4474650713   0 0.740193738
## 2241    5  13  14   3.7889369 0.143892902 0.4646870354   0 0.724241414
## 2242    5  13  14   3.9416588 0.139072268 0.4759730566   0 0.715687974
## 2243    5  13  14   4.0825826 0.135304846 0.5065601051   0 0.693348893
## 2244    5  13  14   4.2605281 0.135247805 0.4786961017   0 0.662770575
## 2245    5  13  14   4.1691892 0.136201000 0.5233127229   0 0.654587087
## 2246    5  13  14   4.2873973 0.131334698 0.5598350333   0 0.653277635
## 2247    5  13  14   4.3706924 0.129898570 0.6033310853   0 0.642735953
## 2248    5  13  14   4.2428119 0.131274181 0.6207195997   0 0.642752360
## 2249    5  13  14   4.2635786 0.130921730 0.6131483017   0 0.641312183
## 2250    5  13  14   4.2029581 0.133926330 0.6076320925   0 0.641378638
## 2251    5  13  14   4.2465009 0.130832382 0.6370902440   0 0.641229287
## 2252    5  13  14   4.2409280 0.131117894 0.6370393905   0 0.639888096
## 2253    5  13  14   4.3451071 0.129619822 0.6055731613   0 0.636057171
## 2254    5  13  14   4.4345650 0.126282762 0.6211987170   0 0.641853388
## 2255    5  13  14   4.7350099 0.122549900 0.6235863481   0 0.588590364
## 2256    5  13  14   4.6997581 0.123068159 0.6368470358   0 0.589682270
## 2257    5  13  14   5.0406577 0.118418691 0.6151157197   0 0.547225032
## 2258    5  13  14   4.7752119 0.121157336 0.6289090909   0 0.571997603
## 2259    5  13  14   5.0012743 0.118840820 0.6304752067   0 0.546427775
## 2260    5  13  14   5.1662548 0.116549134 0.6298900800   0 0.528297084
## 2261    5  13  14   5.0973133 0.117475988 0.6342532508   0 0.536216990
## 2262    5  13  14   5.0237508 0.119053032 0.6133087653   0 0.554512361
## 2263    5  13  14   5.1186046 0.116687335 0.6189274758   0 0.562716375
## 2264    5  13  14   4.9114804 0.118273679 0.6431987633   0 0.573954806
## 2265    5  13  14   4.9512635 0.117761471 0.6353142947   0 0.567084846
## 2266    5  13  14   5.1020667 0.114421857 0.6373208560   0 0.559873508
## 2267    5  13  14   4.9403969 0.115385951 0.6750287657   0 0.564594991
## 2268    5  13  14   4.8665417 0.117173505 0.6795281049   0 0.570278669
## 2269    5  13  14   4.9862524 0.114929206 0.6709285879   0 0.556359398
## 2270    5  13  14   4.7293960 0.119706572 0.6866955851   0 0.565923506
## 2271    5  13  14   4.8391113 0.117736849 0.7006103401   0 0.554337126
## 2272    5  13  14   4.9352862 0.117424698 0.6564201272   0 0.559214224
## 2273    5  13  14   5.0077278 0.114880929 0.6282260178   0 0.567989360
## 2274    5  13  14   5.0093221 0.114902843 0.6235110033   0 0.564274926
## 2275    5  13  14   5.1404221 0.111839691 0.6484217681   0 0.558663950
## 2276    5  13  14   5.1417408 0.111553928 0.6467807186   0 0.557709040
## 2277    5  13  14   5.0160356 0.112745554 0.6797095837   0 0.563177960
## 2278    5  13  14   4.9254799 0.113988958 0.6789031660   0 0.579903163
## 2279    5  13  14   4.8254864 0.114940944 0.6927609091   0 0.584980395
## 2280    5  13  14   4.9120820 0.114410983 0.6780003059   0 0.578484202
## 2281    5  13  14   4.8001080 0.116289230 0.6738664119   0 0.582278862
## 2282    5  13  14   4.8275400 0.115389368 0.6800794823   0 0.585893142
## 2283    5  13  14   4.8388331 0.114135440 0.6895651469   0 0.584829205
## 2284    5  13  14   4.9147136 0.112218144 0.6920921972   0 0.575263503
## 2285    5  13  14   4.8279694 0.112685025 0.7052607734   0 0.580326520
## 2286    5  13  14   4.8788672 0.110495017 0.7171981256   0 0.568569682
## 2287    5  13  14   4.9091475 0.109243935 0.7204303199   0 0.569472543
## 2288    5  13  14   4.9091475 0.109243935 0.7204303199   0 0.569472543
## 2289    5  13  14   2.7679985 0.639629662 0.0004762708   0 0.801905408
## 2290    5  13  14   2.7679985 0.639629662 0.0004762708   0 0.801905408
## 2291    5  13  14   2.2002943 0.528362358 0.0004414077   0 0.778710143
## 2292    5  13  14   1.6266426 0.485774265 0.0004304807   0 0.722124662
## 2293    5  13  14   2.1845311 0.333324834 0.0004703117   0 0.719095946
## 2294    5  13  14   2.5408580 0.268616485 0.0003437206   0 0.732050233
## 2295    5  13  14   3.8413304 0.171138221 0.0004858211   0 0.765671755
## 2296    5  13  14   3.8181570 0.173896945 0.0004386502   0 0.746598929
## 2297    5  13  14   3.9438301 0.172469854 0.0004146734   0 0.727229935
## 2298    5  13  14   4.0593914 0.166993053 0.0004162782   0 0.713827108
## 2299    5  13  14   4.2697069 0.163864893 0.0003755491   0 0.695616554
## 2300    5  13  14   4.1869995 0.168163696 0.0003835844   0 0.687979447
## 2301    5  13  14   4.3440913 0.164995470 0.0003249828   0 0.676454544
## 2302    5  13  14   4.7316562 0.159857360 0.0002890736   0 0.636010914
## 2303    5  13  14   4.8061607 0.161938611 0.0002767396   0 0.632935408
## 2304    5  13  14   4.9182253 0.156637867 0.0002883269   0 0.632469749
## 2305    5  13  14   4.9980154 0.155559880 0.0002648078   0 0.620823264
## 2306    5  13  14   5.3979061 0.146529765 0.0002404547   0 0.606826470
## 2307    5  13  14   5.6009031 0.149006327 0.0002212746   0 0.575219475
## 2308    5  13  14   5.5632286 0.147804231 0.0001917580   0 0.585578698
## 2309    5  13  14   5.9812593 0.144095438 0.0001839164   0 0.557599138
## 2310    5  13  14   6.0096750 0.143772656 0.0001918383   0 0.558274753
## 2311    5  13  14   6.3574736 0.139813248 0.0001746428   0 0.538762948
## 2312    5  13  14   7.1202582 0.134026770 0.0001703996   0 0.506332665
## 2313    5  13  14   7.4787466 0.131366790 0.0001696766   0 0.491108274
## 2314    5  13  14   8.1379721 0.126826402 0.0001840253   0 0.462377892
## 2315    5  13  14   9.2898006 0.115719301 0.0002131452   0 0.442928287
## 2316    5  13  14   9.7156241 0.116666127 0.0002214086   0 0.419704128
## 2317    5  13  14   9.5983925 0.118513408 0.0002296421   0 0.420984470
## 2318    5  13  14   9.1876483 0.119985863 0.0002233392   0 0.428565797
## 2319    5  13  14   9.0778579 0.120412192 0.0002107361   0 0.435737749
## 2320    5  13  14   9.3512950 0.117022628 0.0002146508   0 0.433275589
## 2321    5  13  14   9.2569403 0.116567104 0.0002067895   0 0.436121826
## 2322    5  13  14   9.3586479 0.115719310 0.0002092279   0 0.434460894
## 2323    5  13  14   9.2542761 0.118350752 0.0002154191   0 0.428788093
## 2324    5  13  14   8.8096162 0.119181366 0.0002149580   0 0.443340726
## 2325    5  13  14   8.6290105 0.121160948 0.0002137261   0 0.446686854
## 2326    5  13  14   8.5396981 0.121465572 0.0002117388   0 0.450930305
## 2327    5  13  14   8.6155827 0.122408882 0.0002140163   0 0.445819896
## 2328    5  13  14   8.1904470 0.125475890 0.0002179666   0 0.456326831
## 2329    5  13  14   8.7146663 0.119772722 0.0002015740   0 0.445592522
## 2330    5  13  14   8.4145156 0.121917527 0.0002368742   0 0.452448248
## 2331    5  13  14   8.3270616 0.123216536 0.0002419374   0 0.455241644
## 2332    5  13  14   8.5741922 0.121410206 0.0002235503   0 0.452128586
## 2333    5  13  14   8.3966902 0.122391970 0.0002330075   0 0.454442878
## 2334    5  13  14   8.5436328 0.120935863 0.0002129276   0 0.451928922
## 2335    5  13  14   8.9705087 0.118336046 0.0001846443   0 0.437529495
## 2336    5  13  14   8.7676061 0.119469157 0.0001779648   0 0.446293141
## 2337    5  13  14   8.6003422 0.120628361 0.0001671400   0 0.449905600
## 2338    5  13  14   8.7179386 0.120078836 0.0001803419   0 0.446108610
## 2339    5  13  14   8.6676820 0.120875867 0.0001972589   0 0.444196000
## 2340    5  13  14   8.3780359 0.121065667 0.0001972383   0 0.459386492
## 2341    5  13  14   8.3780359 0.121065667 0.0001972383   0 0.459386492
## 2342    5  13  14   8.3935476 0.123527839 0.0002005327   0 0.461025215
## 2343    5  13  14   8.3192999 0.126717286 0.0001966092   0 0.453446272
## 2344    5  13  14   8.4407095 0.124261211 0.0001838716   0 0.454561246
## 2345    5  13  14   8.0925857 0.128435228 0.0001923538   0 0.458759444
## 2346    5  13  14   8.4852649 0.125900501 0.0001822212   0 0.450543203
## 2347    5  13  14   8.2291856 0.124937359 0.0001847238   0 0.464087171
## 2348    5  13  14   8.5232680 0.126083540 0.0001873711   0 0.447691116
## 2349    5  13  14   8.7410842 0.123081981 0.0001665079   0 0.445322331
## 2350    5  13  14   8.3377518 0.127379856 0.0001622907   0 0.451130407
## 2351    5  13  14   7.8949930 0.127924027 0.0001594167   0 0.470549594
## 2352    5  13  14   8.0575738 0.125918721 0.0001531504   0 0.467550801
## 2353    5  13  14   8.0344548 0.123887760 0.0001536183   0 0.470779261
## 2354    5  13  14   8.3435560 0.124664643 0.0001361529   0 0.452710549
## 2355    5  13  14   8.3192944 0.124522101 0.0001370701   0 0.456159952
## 2356    5  13  14   8.3366467 0.123670270 0.0001601596   0 0.456460470
## 2357    5  13  14   9.1448122 0.121551672 0.0001731349   0 0.426674537
## 2358    5  13  14   9.0016170 0.121768470 0.0001600087   0 0.432227757
## 2359    5  13  14   9.0223346 0.119731778 0.0001672752   0 0.437124074
## 2360    5  13  14   8.7085613 0.120037223 0.0002124490   0 0.447996970
## 2361    5  13  14   8.5532741 0.120681499 0.0002531738   0 0.459322792
## 2362    5  13  14   8.7070848 0.119978631 0.0002649007   0 0.454266664
## 2363    5  13  14   8.8264927 0.122367288 0.0002716992   0 0.441296272
## 2364    5  13  14   9.1191627 0.120097742 0.0002627549   0 0.429319681
## 2365    5  13  14   8.9722274 0.119379917 0.0002696291   0 0.440349686
## 2366    5  13  14   8.9623229 0.120011691 0.0003089186   0 0.441210667
## 2367    5  13  14   8.6237750 0.119467707 0.0003125116   0 0.459905041
## 2368    5  13  14   8.9585425 0.118035963 0.0002842545   0 0.447363626
## 2369    5  13  14   8.8367256 0.117482071 0.0002930914   0 0.453031445
## 2370    5  13  14   8.9366228 0.116085213 0.0003134630   0 0.451497596
## 2371    5  13  14   9.2959098 0.115158403 0.0003180173   0 0.439547739
## 2372    5  13  14   9.3211011 0.115524858 0.0003522832   0 0.434707562
## 2373    5  13  14   9.3251468 0.114899161 0.0003895521   0 0.433273370
## 2374    5  13  14   9.3335204 0.113483452 0.0004333197   0 0.436416807
## 2375    5  13  14   8.8406796 0.115833875 0.0004751923   0 0.446664667
## 2376    5  13  14   9.1660421 0.117485118 0.0004287583   0 0.431422983
## 2377    5  13  14   8.9781103 0.117342206 0.0004093729   0 0.439063218
## 2378    5  13  14   8.9802822 0.115231255 0.0003502624   0 0.445257917
## 2379    5  13  14   8.4766084 0.117507657 0.0003382811   0 0.458115463
## 2380    5  13  14   8.4710985 0.116263987 0.0003285198   0 0.462655123
## 2381    5  13  14   8.4536888 0.115266908 0.0003300873   0 0.466555924
## 2382    5  13  14   8.3193477 0.117207008 0.0003190197   0 0.466311203
## 2383    5  13  14   8.2425545 0.119070756 0.0003182337   0 0.464950319
## 2384    5  13  14   8.5897075 0.117646445 0.0003330802   0 0.451015503
## 2385    5  13  14   8.6027592 0.115995105 0.0003340926   0 0.452788702
## 2386    5  13  14   8.4883886 0.115844159 0.0003453024   0 0.461222220
## 2387    5  13  14   8.4015350 0.117406053 0.0003513968   0 0.457078767
## 2388    5  13  14   8.4568933 0.117282639 0.0003701450   0 0.458524402
## 2389    5  13  14   8.5597612 0.116569547 0.0003568157   0 0.455817889
## 2390    5  13  14   8.5684220 0.116047389 0.0003458781   0 0.456045495
## 2391    5  13  14   8.7428491 0.114195563 0.0003220314   0 0.454099958
## 2392    5  13  14   8.7428491 0.114195563 0.0003220314   0 0.454099958
## 2393    5  13  14   6.1275871 0.988566138 0.0886472614   0 0.211896046
## 2394    5  13  14   6.1275871 0.988566138 0.0886472614   0 0.211896046
## 2395    5  13  14   5.5440953 0.989420757 0.1079815592   0 0.183741073
## 2396    5  13  14   8.0377776 0.990638085 0.1269424340   0 0.235609983
## 2397    5  13  14  12.7727619 0.992838942 0.2012260590   0 0.277800655
## 2398    5  13  14  14.4761923 0.993431126 0.1919309129   0 0.232807495
## 2399    5  13  14  15.4915896 0.991330852 0.2003064235   0 0.217510864
## 2400    5  13  14  14.1097741 0.991398081 0.1774802705   0 0.207659448
## 2401    5  13  14  14.5515349 0.993608912 0.1914123192   0 0.213994808
## 2402    5  13  14  16.1306051 0.992790507 0.1848773471   0 0.172988140
## 2403    5  13  14  17.0045195 0.991169131 0.1768547036   0 0.169588947
## 2404    5  13  14  17.1388709 0.993891945 0.1597681818   0 0.187124086
## 2405    5  13  14  18.2022757 0.994701540 0.1284581957   0 0.185225412
## 2406    5  13  14  17.1757458 0.995031300 0.1307547076   0 0.156515632
## 2407    5  13  14  14.7511241 0.994937694 0.1621749485   0 0.182504455
## 2408    5  13  14  21.0141089 0.994465894 0.1314216621   0 0.149448871
## 2409    5  13  14  21.0263539 0.992217569 0.1399472479   0 0.129722535
## 2410    5  13  14  20.9563085 0.993962547 0.1546000716   0 0.138639300
## 2411    5  13  14  17.3203517 0.991361696 0.1881899520   0 0.152804967
## 2412    5  13  14  17.1684031 0.992275699 0.1805375670   0 0.160948967
## 2413    5  13  14  17.5233912 0.993420100 0.1676685661   0 0.146799303
## 2414    5  13  14  22.0494082 0.992716280 0.1508641399   0 0.132291391
## 2415    5  13  14  22.2756070 0.992819535 0.1446844809   0 0.126962693
## 2416    5  13  14  21.0889271 0.992786082 0.1228524945   0 0.156493618
## 2417    5  13  14  22.9812409 0.991710667 0.1143187362   0 0.171908739
## 2418    5  13  14  20.4694179 0.991745615 0.0995873361   0 0.167821142
## 2419    5  13  14  22.8479969 0.990892750 0.1033723932   0 0.165029312
## 2420    5  13  14  21.7652256 0.991254630 0.1056894051   0 0.166901790
## 2421    5  13  14  18.6436410 0.991875446 0.1001441114   0 0.157373432
## 2422    5  13  14  17.0964484 0.990627951 0.0778500873   0 0.171653491
## 2423    5  13  14  22.9700747 0.989665163 0.0739622410   0 0.172301882
## 2424    5  13  14  20.7929059 0.989145337 0.0693503027   0 0.160887639
## 2425    5  13  14  22.4764920 0.987648388 0.0908272095   0 0.166429148
## 2426    5  13  14  20.2058794 0.986954137 0.0938137258   0 0.176895376
## 2427    5  13  14  19.7071196 0.986014764 0.0954420791   0 0.194544089
## 2428    5  13  14  17.4358663 0.985449894 0.0906374159   0 0.199368979
## 2429    5  13  14  18.4274960 0.983048405 0.0942728940   0 0.182241158
## 2430    5  13  14  18.7348723 0.982451162 0.0952203932   0 0.179181191
## 2431    5  13  14  19.6922595 0.982056638 0.0870130606   0 0.163295801
## 2432    5  13  14  19.9310789 0.983469598 0.0937034923   0 0.176766158
## 2433    5  13  14  19.0521318 0.981942357 0.0774419045   0 0.185528673
## 2434    5  13  14  22.0247571 0.983273949 0.0853286546   0 0.158347238
## 2435    5  13  14  19.8174997 0.982892558 0.0968965640   0 0.172367925
## 2436    5  13  14  19.7744395 0.976040230 0.0990566409   0 0.201094054
## 2437    5  13  14  16.6948536 0.978429517 0.1034282740   0 0.201872456
## 2438    5  13  14  18.1888246 0.979213741 0.1050070091   0 0.190601937
## 2439    5  13  14  18.2362515 0.979802359 0.1061221323   0 0.183049363
## 2440    5  13  14  18.3789990 0.979036139 0.1225552245   0 0.167437708
## 2441    5  13  14  20.2536118 0.981321531 0.1116696152   0 0.170416203
## 2442    5  13  14  20.3477606 0.981931833 0.1005464744   0 0.164703974
## 2443    5  13  14  19.9930876 0.982060936 0.1028540864   0 0.172022778
## 2444    5  13  14  20.3801499 0.982141665 0.1028621674   0 0.180414145
## 2445    5  13  14  20.3801499 0.982141665 0.1028621674   0 0.180414145
## 2446    5  13  14  19.5922099 0.983775919 0.1034051560   0 0.180139292
## 2447    5  13  14  18.5398557 0.983779187 0.1090891466   0 0.169293374
## 2448    5  13  14  19.6557757 0.981772866 0.1059390663   0 0.167814624
## 2449    5  13  14  19.4189070 0.983578270 0.1027980170   0 0.175241295
## 2450    5  13  14  20.9498982 0.985009229 0.1172172346   0 0.152877000
## 2451    5  13  14  21.4850224 0.981253677 0.0684598060   0 0.178485365
## 2452    5  13  14  21.3713775 0.979547172 0.0619591011   0 0.164672571
## 2453    5  13  14  22.5669250 0.977248733 0.0569056754   0 0.169763285
## 2454    5  13  14  24.0715571 0.966963011 0.0624201406   0 0.163150095
## 2455    5  13  14  22.0442412 0.949777195 0.0613682685   0 0.163628719
## 2456    5  13  14  22.3419390 0.948659685 0.0572168467   0 0.165847385
## 2457    5  13  14  21.3383534 0.939576025 0.0714758336   0 0.157481154
## 2458    5  13  14  21.4650727 0.938740966 0.0756985086   0 0.154473827
## 2459    5  13  14  27.1536479 0.866578171 0.0525911378   0 0.161576761
## 2460    5  13  14  22.3207727 0.876173124 0.0522248188   0 0.153514260
## 2461    5  13  14  24.7527138 0.839707220 0.0544886214   0 0.149079102
## 2462    5  13  14  24.8635576 0.757188302 0.0609100802   0 0.147462612
## 2463    5  13  14  31.8200594 0.713280940 0.0711957888   0 0.145957666
## 2464    5  13  14  27.5326331 0.664592207 0.0843224055   0 0.127814875
## 2465    5  13  14  29.8364585 0.616855121 0.0825116829   0 0.124100683
## 2466    5  13  14  29.8567666 0.589766353 0.1012398077   0 0.140956521
## 2467    5  13  14  29.2240305 0.589293169 0.0977223026   0 0.125840363
## 2468    5  13  14  36.2534077 0.541025369 0.0995645944   0 0.115835555
## 2469    5  13  14  37.6799728 0.501993556 0.1083300721   0 0.110958850
## 2470    5  13  14  37.6148045 0.467131339 0.1118596662   0 0.118630360
## 2471    5  13  14  33.0924775 0.404912248 0.1241565004   0 0.123845524
## 2472    5  13  14  46.7167221 0.362945015 0.1009452821   0 0.095208459
## 2473    5  13  14  55.0993421 0.333236319 0.0796738916   0 0.092552623
## 2474    5  13  14  56.7759044 0.319413483 0.0728116264   0 0.083214923
## 2475    5  13  14  60.7858276 0.276364884 0.0760521251   0 0.090790729
## 2476    5  13  14  60.6871348 0.239565026 0.0833137097   0 0.088321294
## 2477    5  13  14  65.4775898 0.219606872 0.0847129997   0 0.087018432
## 2478    5  13  14  73.7975740 0.199360301 0.0724511986   0 0.080888791
## 2479    5  13  14  82.8341764 0.148753375 0.0742468548   0 0.080783047
## 2480    5  13  14  85.4602559 0.134537081 0.0714233330   0 0.075813846
## 2481    5  13  14  90.0183465 0.129238211 0.0702474945   0 0.072782214
## 2482    5  13  14  88.6957554 0.121487546 0.0712982925   0 0.070633455
## 2483    5  13  14  92.0261706 0.120285228 0.0716233298   0 0.070239656
## 2484    5  13  14  94.5946921 0.112811344 0.0673895090   0 0.069302546
## 2485    5  13  14  97.1905615 0.110623822 0.0651617720   0 0.068149991
## 2486    5  13  14 100.4033796 0.109136069 0.0646675749   0 0.069114191
## 2487    5  13  14 100.3336915 0.110272796 0.0638817347   0 0.067285807
## 2488    5  13  14 100.3314079 0.108745385 0.0658138855   0 0.066285261
## 2489    5  13  14 102.4215176 0.108966508 0.0632176610   0 0.066488929
## 2490    5  13  14  99.0755348 0.107700781 0.0654427905   0 0.065379024
## 2491    5  13  14 101.6378326 0.104288403 0.0640996199   0 0.066267763
## 2492    5  13  14 103.3729846 0.106754942 0.0668169388   0 0.064132428
## 2493    5  13  14 102.2030209 0.107021024 0.0661485339   0 0.064926033
## 2494    5  13  14 102.7690979 0.106174724 0.0676445341   0 0.064460799
## 2495    5  13  14 101.1858796 0.108558710 0.0689362423   0 0.064486230
## 2496    5  13  14 101.1858796 0.108558710 0.0689362423   0 0.064486230
## 2497    5  13  14   2.6856283 0.274531175 0.4398380981   0 0.431277601
## 2498    5  13  14   2.6856283 0.274531175 0.4398380981   0 0.431277601
## 2499    5  13  14   3.7864631 0.289647866 0.4399652230   0 0.484767410
## 2500    5  13  14   3.5725839 0.215748174 0.3832350683   0 0.492974050
## 2501    5  13  14   5.3109594 0.168708831 0.4004569092   0 0.378323282
## 2502    5  13  14   6.3991046 0.137113926 0.4246319876   0 0.380774737
## 2503    5  13  14   6.2044496 0.133936504 0.4484537363   0 0.390564945
## 2504    5  13  14   6.4621809 0.128600344 0.4538893563   0 0.389335991
## 2505    5  13  14   6.8258357 0.125234175 0.4466182879   0 0.374332744
## 2506    5  13  14   7.1610614 0.120616784 0.4687137029   0 0.348362010
## 2507    5  13  14   7.2369361 0.122765722 0.4824815636   0 0.321594717
## 2508    5  13  14   7.1836619 0.122345854 0.4918134209   0 0.322542259
## 2509    5  13  14   7.1160598 0.119343083 0.4727774102   0 0.349316060
## 2510    5  13  14   7.5649941 0.116624453 0.4479037621   0 0.336536520
## 2511    5  13  14   7.0856963 0.120279309 0.4743253735   0 0.341953612
## 2512    5  13  14   6.9461484 0.117471967 0.5052734680   0 0.351007017
## 2513    5  13  14   7.2907575 0.114228983 0.5025624784   0 0.341588054
## 2514    5  13  14   6.8705956 0.119471303 0.4686950965   0 0.365817763
## 2515    5  13  14   6.4656443 0.122449496 0.4751992587   0 0.377536265
## 2516    5  13  14   6.1137557 0.122092264 0.5333669111   0 0.385290797
## 2517    5  13  14   6.1750811 0.121344517 0.5438868024   0 0.365241201
## 2518    5  13  14   6.2492188 0.119082724 0.5653062797   0 0.362819194
## 2519    5  13  14   6.2127016 0.118278811 0.5740471577   0 0.364440077
## 2520    5  13  14   6.1656848 0.117102321 0.5777748358   0 0.363185877
## 2521    5  13  14   6.1977870 0.117386068 0.5675623553   0 0.363935027
## 2522    5  13  14   6.2674805 0.116371779 0.5802646068   0 0.349299100
## 2523    5  13  14   6.3560765 0.113643632 0.5790882742   0 0.354720604
## 2524    5  13  14   6.4313445 0.114712807 0.5482828285   0 0.356616499
## 2525    5  13  14   6.5133276 0.114061760 0.5397479758   0 0.363118759
## 2526    5  13  14   6.4071823 0.115620289 0.5169410476   0 0.372293578
## 2527    5  13  14   6.6324671 0.116418739 0.4764714992   0 0.371433754
## 2528    5  13  14   6.3162518 0.118081112 0.4998847044   0 0.381225726
## 2529    5  13  14   6.2476465 0.117336380 0.5125419401   0 0.388745464
## 2530    5  13  14   6.3270630 0.115917205 0.5253723043   0 0.370129932
## 2531    5  13  14   5.9648757 0.118125652 0.5609556219   0 0.383036556
## 2532    5  13  14   5.7600793 0.120071946 0.5773705947   0 0.380871580
## 2533    5  13  14   5.7024604 0.119904777 0.5645600683   0 0.399621238
## 2534    5  13  14   5.7299878 0.121421547 0.5551490256   0 0.395445695
## 2535    5  13  14   5.7591624 0.119204743 0.5612437999   0 0.401858713
## 2536    5  13  14   5.7410294 0.117996077 0.5712451314   0 0.407512066
## 2537    5  13  14   5.8439382 0.116317134 0.5741962835   0 0.403526801
## 2538    5  13  14   5.9063376 0.115914924 0.5840661229   0 0.390524705
## 2539    5  13  14   5.9530608 0.115306793 0.6111246676   0 0.379212797
## 2540    5  13  14   5.7780635 0.115582200 0.6204612233   0 0.389895863
## 2541    5  13  14   5.6376772 0.116312636 0.6556471663   0 0.390345713
## 2542    5  13  14   5.6192041 0.115256484 0.6710833012   0 0.393203367
## 2543    5  13  14   5.6166812 0.115358590 0.6732214804   0 0.392096603
## 2544    5  13  14   5.5577044 0.117511265 0.6442936390   0 0.402300474
## 2545    5  13  14   5.6242216 0.115054747 0.6550774534   0 0.397861931
## 2546    5  13  14   5.7243981 0.112725196 0.6607752686   0 0.395268139
## 2547    5  13  14   5.6527807 0.112332866 0.6823150238   0 0.392589711
## 2548    5  13  14   5.6201933 0.113963347 0.6746200302   0 0.395426511
## 2549    5  13  14   5.6201933 0.113963347 0.6746200302   0 0.395426511
## 2550    5  13  14   5.6152308 0.116164961 0.6717763241   0 0.392065668
## 2551    5  13  14   5.4384983 0.122633263 0.6634461434   0 0.393202088
## 2552    5  13  14   5.5258286 0.119511120 0.6551689229   0 0.405829197
## 2553    5  13  14   5.3069094 0.124753147 0.6642093544   0 0.400501844
## 2554    5  13  14   5.4555392 0.118945152 0.6842995954   0 0.397208634
## 2555    5  13  14   5.4793868 0.121154732 0.6655513955   0 0.390814266
## 2556    5  13  14   5.4383657 0.118178226 0.7024562575   0 0.395044662
## 2557    5  13  14   5.3509730 0.118483011 0.6955472832   0 0.409523760
## 2558    5  13  14   5.0896894 0.122447215 0.7152449724   0 0.406734406
## 2559    5  13  14   5.1595698 0.119256426 0.7272065873   0 0.424231656
## 2560    5  13  14   5.3672036 0.118276267 0.6927540274   0 0.405603512
## 2561    5  13  14   5.5922920 0.117720955 0.6551019055   0 0.403560445
## 2562    5  13  14   5.5813916 0.116626265 0.6802343456   0 0.391717231
## 2563    5  13  14   5.2921731 0.120219937 0.6853019721   0 0.394695706
## 2564    5  13  14   5.4044530 0.117310145 0.6985699887   0 0.395177924
## 2565    5  13  14   5.4087994 0.117121840 0.6970137245   0 0.399179798
## 2566    5  13  14   5.3629511 0.118861531 0.6584327933   0 0.415716097
## 2567    5  13  14   5.3075831 0.119632322 0.6599758733   0 0.419307652
## 2568    5  13  14   5.1941882 0.119911145 0.6799749744   0 0.435768243
## 2569    5  13  14   5.0330199 0.121406945 0.6735196828   0 0.443267666
## 2570    5  13  14   4.9491627 0.121546168 0.7066067663   0 0.453729444
## 2571    5  13  14   4.9145979 0.120694571 0.7212310773   0 0.459718194
## 2572    5  13  14   5.0592408 0.120037028 0.7257259721   0 0.432252709
## 2573    5  13  14   5.1191276 0.116782340 0.7402154293   0 0.435421396
## 2574    5  13  14   5.1552670 0.114646687 0.7503520337   0 0.432655976
## 2575    5  13  14   5.2607156 0.113489420 0.7369437096   0 0.431262673
## 2576    5  13  14   5.2165845 0.114457348 0.7427854990   0 0.434885698
## 2577    5  13  14   5.2566393 0.113906136 0.7312641264   0 0.430887506
## 2578    5  13  14   5.4698701 0.112204862 0.6963561746   0 0.431908664
## 2579    5  13  14   5.6380257 0.111823547 0.6660031189   0 0.418536139
## 2580    5  13  14   5.6611833 0.110777144 0.6632956334   0 0.428540179
## 2581    5  13  14   5.5544141 0.114035921 0.6346838016   0 0.435273468
## 2582    5  13  14   5.7219339 0.110270281 0.6426732002   0 0.434380297
## 2583    5  13  14   5.5519042 0.112479556 0.6464294271   0 0.440297773
## 2584    5  13  14   5.7931550 0.111289758 0.6014757164   0 0.434988851
## 2585    5  13  14   5.7426123 0.112056689 0.5750143748   0 0.451174208
## 2586    5  13  14   5.4792371 0.115068529 0.5965374048   0 0.460012634
## 2587    5  13  14   5.4997443 0.114051552 0.6042029748   0 0.466342563
## 2588    5  13  14   5.5844433 0.114429325 0.5724757830   0 0.474978845
## 2589    5  13  14   5.6357562 0.114533851 0.5330115167   0 0.478395733
## 2590    5  13  14   5.6011975 0.114145493 0.5477944139   0 0.478763570
## 2591    5  13  14   5.6692506 0.112382105 0.5348258261   0 0.481534058
## 2592    5  13  14   5.6619856 0.112988784 0.5231803813   0 0.487611109
## 2593    5  13  14   5.5741203 0.113930715 0.5354521029   0 0.488807179
## 2594    5  13  14   5.6210086 0.113860139 0.5145608210   0 0.490786509
## 2595    5  13  14   5.5708276 0.114221403 0.5304115922   0 0.487634040
## 2596    5  13  14   5.4969597 0.116024344 0.5213231773   0 0.496782676
## 2597    5  13  14   5.4675321 0.115362908 0.5459898495   0 0.494978349
## 2598    5  13  14   5.5128914 0.113974617 0.5533447971   0 0.490295082
## 2599    5  13  14   5.6928898 0.112408408 0.5540784355   0 0.482210385
## 2600    5  13  14   5.6928898 0.112408408 0.5540784355   0 0.482210385
## 2601    5  13  14   6.5748027 0.042436293 0.7636700166   0 0.522525984
## 2602    5  13  14   6.5748027 0.042436293 0.7636700166   0 0.522525984
## 2603    5  13  14  10.6533112 0.060052275 0.7843924758   0 0.546320376
## 2604    5  13  14   7.1408447 0.083453889 0.7942824059   0 0.552221144
## 2605    5  13  14   5.9525545 0.104296050 0.7831057055   0 0.492041533
## 2606    5  13  14   5.8009338 0.108373607 0.7953983436   0 0.476731870
## 2607    5  13  14   5.9321378 0.107679124 0.7873990076   0 0.466655009
## 2608    5  13  14   5.4716102 0.113954345 0.8073701269   0 0.483456213
## 2609    5  13  14   5.4390503 0.115685180 0.8275982985   0 0.481257585
## 2610    5  13  14   5.1664230 0.116174446 0.8383717361   0 0.511601090
## 2611    5  13  14   4.9461044 0.118294948 0.8498505489   0 0.560927190
## 2612    5  13  14   4.7484327 0.119038450 0.8512998593   0 0.583394571
## 2613    5  13  14   4.7978789 0.117845752 0.8483074586   0 0.576053559
## 2614    5  13  14   4.5313795 0.121630988 0.8679621001   0 0.580318541
## 2615    5  13  14   4.8036474 0.115163635 0.8606988822   0 0.579698924
## 2616    5  13  14   4.7010042 0.119225919 0.8541781099   0 0.570540550
## 2617    5  13  14   4.8398319 0.115594094 0.8390692490   0 0.572494776
## 2618    5  13  14   4.8264669 0.116988170 0.8117917994   0 0.558386587
## 2619    5  13  14   4.8365410 0.117389983 0.7833339059   0 0.532675469
## 2620    5  13  14   4.8116409 0.117167376 0.7836021327   0 0.534765229
## 2621    5  13  14   5.0041720 0.113671421 0.7776160150   0 0.522463446
## 2622    5  13  14   5.0953241 0.110688356 0.7884430419   0 0.517850062
## 2623    5  13  14   4.9588688 0.113528541 0.7853041376   0 0.515877088
## 2624    5  13  14   5.0110385 0.112082198 0.7907872925   0 0.522303350
## 2625    5  13  14   5.0853738 0.111049893 0.7925663111   0 0.506257593
## 2626    5  13  14   5.0346170 0.111655502 0.7834264469   0 0.507970934
## 2627    5  13  14   4.9568888 0.114275772 0.7883233621   0 0.519746523
## 2628    5  13  14   4.9717015 0.112473342 0.8017152593   0 0.505568655
## 2629    5  13  14   4.9016263 0.113905178 0.8031434076   0 0.506656617
## 2630    5  13  14   4.6838187 0.116867336 0.8105637102   0 0.529856815
## 2631    5  13  14   4.5774756 0.117431652 0.8158271678   0 0.542989455
## 2632    5  13  14   4.5666729 0.117623108 0.8226432588   0 0.544368241
## 2633    5  13  14   4.6389366 0.115331661 0.8339176726   0 0.539190458
## 2634    5  13  14   4.6682967 0.115335487 0.8387652537   0 0.524503204
## 2635    5  13  14   4.7084633 0.113703449 0.8430218342   0 0.533185603
## 2636    5  13  14   4.5731897 0.116622785 0.8490428500   0 0.554307227
## 2637    5  13  14   4.5187502 0.117804551 0.8513077355   0 0.567713819
## 2638    5  13  14   4.5267704 0.117224024 0.8516413394   0 0.566146787
## 2639    5  13  14   4.6890804 0.113570495 0.8545410218   0 0.559655627
## 2640    5  13  14   4.5704351 0.115721826 0.8567051365   0 0.560669993
## 2641    5  13  14   4.5785885 0.116388874 0.8577610812   0 0.556841773
## 2642    5  13  14   4.6025007 0.115088695 0.8541341502   0 0.563095207
## 2643    5  13  14   4.5908626 0.114558094 0.8497660060   0 0.564909267
## 2644    5  13  14   4.6777193 0.112295505 0.8475675574   0 0.564873687
## 2645    5  13  14   4.6232052 0.115155894 0.8369642214   0 0.562935534
## 2646    5  13  14   4.6768546 0.112881542 0.8420619173   0 0.570686116
## 2647    5  13  14   4.7275367 0.111941258 0.8342341075   0 0.572936986
## 2648    5  13  14   4.7403843 0.112543744 0.8322516145   0 0.560067476
## 2649    5  13  14   4.8068551 0.111264109 0.8285650428   0 0.557645241
## 2650    5  13  14   4.8064778 0.110918417 0.8318414953   0 0.561007638
## 2651    5  13  14   4.8838828 0.109291365 0.8310262521   0 0.551710127
## 2652    5  13  14   4.9136409 0.109909691 0.8233801412   0 0.550905468
## 2653    5  13  14   4.9136409 0.109909691 0.8233801412   0 0.550905468
## 2654    5  13  14   4.9022269 0.112689608 0.8240644158   0 0.545850380
## 2655    5  13  14   4.7456044 0.117034169 0.8294832798   0 0.525177954
## 2656    5  13  14   4.8902276 0.113971320 0.8343138161   0 0.522088055
## 2657    5  13  14   4.8830397 0.114439425 0.8308747361   0 0.533205600
## 2658    5  13  14   4.7337416 0.116158961 0.8344630580   0 0.533541914
## 2659    5  13  14   4.9495733 0.112620442 0.8244626430   0 0.536281681
## 2660    5  13  14   4.9313074 0.112512853 0.8286509469   0 0.543745251
## 2661    5  13  14   4.9674928 0.112657266 0.8252275297   0 0.519554481
## 2662    5  13  14   4.9971336 0.111163476 0.8433339857   0 0.517812916
## 2663    5  13  14   4.7649414 0.114116818 0.8307153549   0 0.547446771
## 2664    5  13  14   4.8333659 0.111948544 0.8416429230   0 0.556087989
## 2665    5  13  14   4.6955199 0.113986264 0.8713601854   0 0.565993112
## 2666    5  13  14   4.6891924 0.114155553 0.8956578765   0 0.543310309
## 2667    5  13  14   4.6844168 0.112277795 0.8963771314   0 0.552326069
## 2668    5  13  14   4.6804069 0.112185567 0.8845314111   0 0.561445424
## 2669    5  13  14   4.7317272 0.111255298 0.8890844428   0 0.560502009
## 2670    5  13  14   4.6020208 0.113134154 0.8870617652   0 0.554201165
## 2671    5  13  14   4.6473157 0.112378247 0.8839115236   0 0.582761016
## 2672    5  13  14   4.5689022 0.113616905 0.8897582179   0 0.592055543
## 2673    5  13  14   4.4918429 0.114896319 0.8866248272   0 0.592314470
## 2674    5  13  14   4.5414096 0.113748207 0.8830294818   0 0.595708821
## 2675    5  13  14   4.5237060 0.113774692 0.8795957214   0 0.583326138
## 2676    5  13  14   4.4664001 0.115806309 0.8619255808   0 0.590663762
## 2677    5  13  14   4.3536010 0.117396021 0.8935161318   0 0.592924342
## 2678    5  13  14   4.3700228 0.116370415 0.8959196482   0 0.577999568
## 2679    5  13  14   4.5084755 0.112696507 0.8908865919   0 0.572146962
## 2680    5  13  14   4.6078335 0.112145344 0.8709103387   0 0.574702465
## 2681    5  13  14   4.6043074 0.112424628 0.8827184256   0 0.569769359
## 2682    5  13  14   4.4797140 0.114047509 0.9019465303   0 0.571899021
## 2683    5  13  14   4.4918785 0.114982840 0.9052239603   0 0.559062079
## 2684    5  13  14   4.3348865 0.117029899 0.9175357478   0 0.573450384
## 2685    5  13  14   4.3210268 0.117268536 0.9243805317   0 0.579971214
## 2686    5  13  14   4.2210765 0.119869236 0.9387348415   0 0.570838283
## 2687    5  13  14   4.2356116 0.118700381 0.9489462770   0 0.575042647
## 2688    5  13  14   4.2260524 0.119160913 0.9459916569   0 0.568832357
## 2689    5  13  14   4.2141329 0.119521418 0.9462000491   0 0.565625547
## 2690    5  13  14   4.2636529 0.118709284 0.9497415818   0 0.572363000
## 2691    5  13  14   4.2546976 0.118942748 0.9537670093   0 0.560606954
## 2692    5  13  14   4.2466280 0.118292832 0.9578229438   0 0.561289793
## 2693    5  13  14   4.2853590 0.116943960 0.9573347817   0 0.563331506
## 2694    5  13  14   4.3146751 0.117144690 0.9568293227   0 0.549610067
## 2695    5  13  14   4.4599784 0.113832410 0.9545060786   0 0.525953109
## 2696    5  13  14   4.4514353 0.113608609 0.9566290270   0 0.539043348
## 2697    5  13  14   4.3916022 0.114518070 0.9572988337   0 0.544216312
## 2698    5  13  14   4.5803907 0.110374190 0.9567791205   0 0.504204026
## 2699    5  13  14   4.5394653 0.111726063 0.9564668320   0 0.501349799
## 2700    5  13  14   4.5269905 0.112162482 0.9496593086   0 0.507078146
## 2701    5  13  14   4.6031779 0.110342214 0.9482758762   0 0.505495275
## 2702    5  13  14   4.6636276 0.108814191 0.9459488900   0 0.496080170
##       p_H_cond_S phi_E phi_U phi_S   h_V        gamma   N_0         E_0
## 1     0.26280080  1.09  1.09   0.2 0.125   0.46604179 8e+06  9589.92103
## 2     0.26280080  1.09  1.09   0.2 0.125   0.46604179 8e+06  9589.92103
## 3     0.24075640  1.09  1.09   0.2 0.125   0.51275005 8e+06  9312.53704
## 4     0.20204433  1.09  1.09   0.2 0.125   0.60987831 8e+06  9237.45454
## 5     0.21197922  1.09  1.09   0.2 0.125   0.79069847 8e+06  9365.03586
## 6     0.14205369  1.09  1.09   0.2 0.125   0.76400088 8e+06  9280.38888
## 7     0.11178064  1.09  1.09   0.2 0.125   0.93414887 8e+06  9308.14029
## 8     0.10682321  1.09  1.09   0.2 0.125   1.02242149 8e+06  9244.49050
## 9     0.10375710  1.09  1.09   0.2 0.125   1.25493728 8e+06  9146.67695
## 10    0.10476394  1.09  1.09   0.2 0.125   1.42454163 8e+06  9119.72308
## 11    0.10912952  1.09  1.09   0.2 0.125   1.43660554 8e+06  9116.73137
## 12    0.11691566  1.09  1.09   0.2 0.125   1.43812264 8e+06  9162.47435
## 13    0.12399879  1.09  1.09   0.2 0.125   1.48561959 8e+06  9002.39909
## 14    0.12122934  1.09  1.09   0.2 0.125   1.56309696 8e+06  9092.86746
## 15    0.11951754  1.09  1.09   0.2 0.125   1.68742536 8e+06  9167.95333
## 16    0.12349693  1.09  1.09   0.2 0.125   1.76387276 8e+06  9208.28827
## 17    0.12833509  1.09  1.09   0.2 0.125   1.90823390 8e+06  9316.61718
## 18    0.12732072  1.09  1.09   0.2 0.125   2.07267085 8e+06  9478.02810
## 19    0.12514631  1.09  1.09   0.2 0.125   2.10659323 8e+06  9611.51408
## 20    0.13074578  1.09  1.09   0.2 0.125   2.12299672 8e+06  9763.06382
## 21    0.13550434  1.09  1.09   0.2 0.125   2.32089629 8e+06  9829.33787
## 22    0.13372132  1.09  1.09   0.2 0.125   2.66751449 8e+06  9876.50655
## 23    0.13478145  1.09  1.09   0.2 0.125   2.74830207 8e+06  9953.71893
## 24    0.13349947  1.09  1.09   0.2 0.125   3.04284334 8e+06 10067.94789
## 25    0.13331760  1.09  1.09   0.2 0.125   2.96370540 8e+06 10074.02913
## 26    0.13620174  1.09  1.09   0.2 0.125   3.38856773 8e+06 10163.34249
## 27    0.13434911  1.09  1.09   0.2 0.125   3.86691548 8e+06 10098.45798
## 28    0.13855382  1.09  1.09   0.2 0.125   4.00020586 8e+06 10054.74116
## 29    0.13670052  1.09  1.09   0.2 0.125   4.27105395 8e+06 10127.24927
## 30    0.13450873  1.09  1.09   0.2 0.125   3.86241713 8e+06 10058.40050
## 31    0.13506197  1.09  1.09   0.2 0.125   3.65600458 8e+06 10143.72799
## 32    0.13182040  1.09  1.09   0.2 0.125   3.79560572 8e+06 10185.66642
## 33    0.13578774  1.09  1.09   0.2 0.125   3.82746513 8e+06 10283.15181
## 34    0.13785511  1.09  1.09   0.2 0.125   3.58171163 8e+06 10370.01750
## 35    0.14030177  1.09  1.09   0.2 0.125   3.55948190 8e+06 10304.09965
## 36    0.13728556  1.09  1.09   0.2 0.125   3.80913380 8e+06 10212.91759
## 37    0.13997954  1.09  1.09   0.2 0.125   3.75102379 8e+06 10143.10455
## 38    0.14299989  1.09  1.09   0.2 0.125   3.34294299 8e+06 10361.79787
## 39    0.14301317  1.09  1.09   0.2 0.125   3.83506951 8e+06 10329.97815
## 40    0.14338585  1.09  1.09   0.2 0.125   4.12527054 8e+06 10293.80221
## 41    0.14124036  1.09  1.09   0.2 0.125   3.89460454 8e+06 10343.25881
## 42    0.14076151  1.09  1.09   0.2 0.125   4.16833043 8e+06 10342.47826
## 43    0.14373905  1.09  1.09   0.2 0.125   4.59149239 8e+06 10347.26750
## 44    0.14368530  1.09  1.09   0.2 0.125   4.41831929 8e+06 10491.97662
## 45    0.14318946  1.09  1.09   0.2 0.125   3.84005958 8e+06 10599.34200
## 46    0.14377133  1.09  1.09   0.2 0.125   3.54822013 8e+06 10763.93372
## 47    0.14483653  1.09  1.09   0.2 0.125   3.57447457 8e+06 10758.10839
## 48    0.14468032  1.09  1.09   0.2 0.125   3.36973921 8e+06 10803.10862
## 49    0.14624176  1.09  1.09   0.2 0.125   2.97646934 8e+06 10827.37012
## 50    0.14528521  1.09  1.09   0.2 0.125   2.85981105 8e+06 10930.88935
## 51    0.14892767  1.09  1.09   0.2 0.125   3.18941139 8e+06 10916.25419
## 52    0.14917259  1.09  1.09   0.2 0.125   3.58404451 8e+06 10929.57880
## 53    0.14917259  1.09  1.09   0.2 0.125   3.58404451 8e+06 10929.57880
## 54    0.15269199  1.09  1.09   0.2 0.125   3.57935416 8e+06 10913.36228
## 55    0.15608934  1.09  1.09   0.2 0.125   3.62468725 8e+06 10939.40498
## 56    0.15809029  1.09  1.09   0.2 0.125   3.67208435 8e+06 10932.80499
## 57    0.16351426  1.09  1.09   0.2 0.125   3.46736385 8e+06 10914.33888
## 58    0.15599705  1.09  1.09   0.2 0.125   3.67527109 8e+06 11070.97251
## 59    0.15514681  1.09  1.09   0.2 0.125   4.22965471 8e+06 11264.91900
## 60    0.16220886  1.09  1.09   0.2 0.125   4.24823189 8e+06 11310.58267
## 61    0.16026263  1.09  1.09   0.2 0.125   4.06535314 8e+06 11410.07360
## 62    0.15575214  1.09  1.09   0.2 0.125   3.86060152 8e+06 11241.63652
## 63    0.15829267  1.09  1.09   0.2 0.125   4.57189419 8e+06 11365.36857
## 64    0.15517056  1.09  1.09   0.2 0.125   4.77205534 8e+06 11307.76908
## 65    0.14674377  1.09  1.09   0.2 0.125   4.46955256 8e+06 11343.24776
## 66    0.14267557  1.09  1.09   0.2 0.125   4.95381366 8e+06 11677.59411
## 67    0.14043554  1.09  1.09   0.2 0.125   4.95473273 8e+06 11862.43050
## 68    0.13671406  1.09  1.09   0.2 0.125   5.15982300 8e+06 11857.88339
## 69    0.13679375  1.09  1.09   0.2 0.125   5.64374940 8e+06 11872.44863
## 70    0.13999347  1.09  1.09   0.2 0.125   5.55467408 8e+06 11976.69226
## 71    0.14312223  1.09  1.09   0.2 0.125   5.91516430 8e+06 11800.71207
## 72    0.13758544  1.09  1.09   0.2 0.125   5.02316915 8e+06 11895.33646
## 73    0.14046854  1.09  1.09   0.2 0.125   4.79804169 8e+06 12031.93442
## 74    0.14150984  1.09  1.09   0.2 0.125   5.05154366 8e+06 11873.84474
## 75    0.15332260  1.09  1.09   0.2 0.125   5.74635022 8e+06 11959.56272
## 76    0.15629667  1.09  1.09   0.2 0.125   6.01052932 8e+06 11812.42030
## 77    0.15867934  1.09  1.09   0.2 0.125   6.43129964 8e+06 11842.98639
## 78    0.16173057  1.09  1.09   0.2 0.125   6.92978213 8e+06 12029.50968
## 79    0.15723022  1.09  1.09   0.2 0.125   7.19121455 8e+06 12135.84844
## 80    0.15938595  1.09  1.09   0.2 0.125   6.21456478 8e+06 12275.60555
## 81    0.15777061  1.09  1.09   0.2 0.125   6.14344619 8e+06 12231.08359
## 82    0.15780853  1.09  1.09   0.2 0.125   6.29395905 8e+06 11977.71968
## 83    0.15511275  1.09  1.09   0.2 0.125   5.34349173 8e+06 12220.67814
## 84    0.15386405  1.09  1.09   0.2 0.125   4.72722932 8e+06 12176.01206
## 85    0.15235985  1.09  1.09   0.2 0.125   4.94034697 8e+06 12317.70161
## 86    0.15421847  1.09  1.09   0.2 0.125   5.99505009 8e+06 12482.06814
## 87    0.15869955  1.09  1.09   0.2 0.125   5.81681609 8e+06 12565.54292
## 88    0.15990234  1.09  1.09   0.2 0.125   5.64036514 8e+06 12875.94230
## 89    0.16537269  1.09  1.09   0.2 0.125   6.49961006 8e+06 12802.47424
## 90    0.16586125  1.09  1.09   0.2 0.125   6.14450779 8e+06 13161.92600
## 91    0.16224768  1.09  1.09   0.2 0.125   5.34441827 8e+06 13637.05639
## 92    0.16423622  1.09  1.09   0.2 0.125   5.43284695 8e+06 13734.79704
## 93    0.16649856  1.09  1.09   0.2 0.125   5.02015387 8e+06 13635.13711
## 94    0.16908711  1.09  1.09   0.2 0.125   5.21811810 8e+06 13693.76312
## 95    0.16940167  1.09  1.09   0.2 0.125   4.90742643 8e+06 13773.73711
## 96    0.16850778  1.09  1.09   0.2 0.125   5.09366734 8e+06 13812.08713
## 97    0.16351087  1.09  1.09   0.2 0.125   5.09752162 8e+06 13859.65127
## 98    0.16145574  1.09  1.09   0.2 0.125   4.87442340 8e+06 13965.03764
## 99    0.15646999  1.09  1.09   0.2 0.125   5.04977750 8e+06 14180.36677
## 100   0.15805630  1.09  1.09   0.2 0.125   4.76906891 8e+06 14239.80064
## 101   0.16292958  1.09  1.09   0.2 0.125   4.75308199 8e+06 14331.06114
## 102   0.15715486  1.09  1.09   0.2 0.125   4.69345974 8e+06 14308.76769
## 103   0.15519971  1.09  1.09   0.2 0.125   4.81849490 8e+06 14264.68744
## 104   0.15519971  1.09  1.09   0.2 0.125   4.81849490 8e+06 14264.68744
## 105   0.21989897  1.09  1.09   0.2 0.125   0.56225772 8e+06 11165.46375
## 106   0.21989897  1.09  1.09   0.2 0.125   0.56225772 8e+06 11165.46375
## 107   0.21243071  1.09  1.09   0.2 0.125   0.51505532 8e+06 11310.83516
## 108   0.20195169  1.09  1.09   0.2 0.125   0.57570727 8e+06 11416.17399
## 109   0.18378720  1.09  1.09   0.2 0.125   0.67698987 8e+06 11537.74134
## 110   0.17858413  1.09  1.09   0.2 0.125   0.82094416 8e+06 11550.96165
## 111   0.16610224  1.09  1.09   0.2 0.125   0.84820207 8e+06 11555.84899
## 112   0.16319437  1.09  1.09   0.2 0.125   0.88487875 8e+06 11582.68851
## 113   0.16401195  1.09  1.09   0.2 0.125   0.92569815 8e+06 11583.42276
## 114   0.16093699  1.09  1.09   0.2 0.125   1.06607257 8e+06 11713.04405
## 115   0.16428490  1.09  1.09   0.2 0.125   1.28514550 8e+06 11786.57812
## 116   0.15485250  1.09  1.09   0.2 0.125   1.36117469 8e+06 11936.09683
## 117   0.15556442  1.09  1.09   0.2 0.125   1.45900716 8e+06 11964.11429
## 118   0.15756210  1.09  1.09   0.2 0.125   1.71233484 8e+06 12058.89824
## 119   0.14671747  1.09  1.09   0.2 0.125   1.84983594 8e+06 12172.02553
## 120   0.14518122  1.09  1.09   0.2 0.125   1.95242777 8e+06 12323.92803
## 121   0.14453583  1.09  1.09   0.2 0.125   2.08022527 8e+06 12496.67245
## 122   0.14808847  1.09  1.09   0.2 0.125   2.10505957 8e+06 12481.97397
## 123   0.14944964  1.09  1.09   0.2 0.125   2.12374350 8e+06 12616.52398
## 124   0.15327022  1.09  1.09   0.2 0.125   2.13774093 8e+06 12717.21050
## 125   0.15258618  1.09  1.09   0.2 0.125   2.22120985 8e+06 12751.28365
## 126   0.14793357  1.09  1.09   0.2 0.125   2.31956710 8e+06 12901.33832
## 127   0.15241789  1.09  1.09   0.2 0.125   2.44079756 8e+06 13152.24074
## 128   0.15297957  1.09  1.09   0.2 0.125   2.17723346 8e+06 13308.84676
## 129   0.15696089  1.09  1.09   0.2 0.125   2.03269722 8e+06 13226.54635
## 130   0.15650966  1.09  1.09   0.2 0.125   2.05771175 8e+06 13366.27571
## 131   0.15114110  1.09  1.09   0.2 0.125   2.02638106 8e+06 13424.08167
## 132   0.15245997  1.09  1.09   0.2 0.125   2.36429880 8e+06 13585.25150
## 133   0.15307470  1.09  1.09   0.2 0.125   3.16499840 8e+06 13959.47678
## 134   0.14879494  1.09  1.09   0.2 0.125   3.48151811 8e+06 14048.17098
## 135   0.14578862  1.09  1.09   0.2 0.125   3.90555940 8e+06 14299.93246
## 136   0.14924486  1.09  1.09   0.2 0.125   4.34797181 8e+06 14365.74033
## 137   0.14890936  1.09  1.09   0.2 0.125   4.24214132 8e+06 14289.05367
## 138   0.14681721  1.09  1.09   0.2 0.125   4.35281190 8e+06 14312.65708
## 139   0.14520941  1.09  1.09   0.2 0.125   3.82679298 8e+06 14177.49606
## 140   0.14601333  1.09  1.09   0.2 0.125   4.34061207 8e+06 14193.09644
## 141   0.15461851  1.09  1.09   0.2 0.125   4.06754602 8e+06 14407.56067
## 142   0.15774357  1.09  1.09   0.2 0.125   3.94582060 8e+06 14488.23991
## 143   0.15346033  1.09  1.09   0.2 0.125   4.38083299 8e+06 14517.93014
## 144   0.15847216  1.09  1.09   0.2 0.125   4.18601229 8e+06 14778.73983
## 145   0.16231048  1.09  1.09   0.2 0.125   3.94364328 8e+06 14815.53782
## 146   0.16640909  1.09  1.09   0.2 0.125   4.03242647 8e+06 14991.18841
## 147   0.16365551  1.09  1.09   0.2 0.125   4.09464771 8e+06 15121.34732
## 148   0.17027586  1.09  1.09   0.2 0.125   4.10681844 8e+06 15334.01373
## 149   0.16817523  1.09  1.09   0.2 0.125   4.17481190 8e+06 15356.73034
## 150   0.16452133  1.09  1.09   0.2 0.125   4.31298644 8e+06 15309.57912
## 151   0.16593556  1.09  1.09   0.2 0.125   4.28176035 8e+06 15277.58686
## 152   0.16526247  1.09  1.09   0.2 0.125   4.36271460 8e+06 15265.18642
## 153   0.17179018  1.09  1.09   0.2 0.125   4.68357968 8e+06 15361.98143
## 154   0.16904547  1.09  1.09   0.2 0.125   4.52706494 8e+06 15406.69671
## 155   0.17258135  1.09  1.09   0.2 0.125   4.57112953 8e+06 15559.72432
## 156   0.16533039  1.09  1.09   0.2 0.125   4.06253995 8e+06 15620.92271
## 157   0.16533039  1.09  1.09   0.2 0.125   4.06253995 8e+06 15620.92271
## 158   0.16800974  1.09  1.09   0.2 0.125   4.00289540 8e+06 15621.96321
## 159   0.16810499  1.09  1.09   0.2 0.125   4.03683755 8e+06 15690.94283
## 160   0.16501279  1.09  1.09   0.2 0.125   4.03029424 8e+06 15680.90936
## 161   0.15822914  1.09  1.09   0.2 0.125   4.37967433 8e+06 15733.80521
## 162   0.16267487  1.09  1.09   0.2 0.125   4.54756440 8e+06 15852.10348
## 163   0.15588927  1.09  1.09   0.2 0.125   4.64132510 8e+06 15875.56895
## 164   0.15886745  1.09  1.09   0.2 0.125   4.81892939 8e+06 15791.67772
## 165   0.16123066  1.09  1.09   0.2 0.125   4.98168744 8e+06 15636.59006
## 166   0.16121073  1.09  1.09   0.2 0.125   5.18344075 8e+06 15725.18322
## 167   0.17192599  1.09  1.09   0.2 0.125   5.40985570 8e+06 15762.33049
## 168   0.17594272  1.09  1.09   0.2 0.125   5.10548251 8e+06 16018.38784
## 169   0.17737109  1.09  1.09   0.2 0.125   5.27533926 8e+06 16233.53954
## 170   0.17081136  1.09  1.09   0.2 0.125   5.72375254 8e+06 16543.18287
## 171   0.16888323  1.09  1.09   0.2 0.125   5.79756663 8e+06 16612.25997
## 172   0.17918094  1.09  1.09   0.2 0.125   5.89296586 8e+06 16607.83148
## 173   0.16951313  1.09  1.09   0.2 0.125   7.28722745 8e+06 16697.34230
## 174   0.16437510  1.09  1.09   0.2 0.125   7.11789585 8e+06 16635.94956
## 175   0.15732450  1.09  1.09   0.2 0.125   6.71654269 8e+06 16642.72092
## 176   0.16598515  1.09  1.09   0.2 0.125   6.40935136 8e+06 16572.09607
## 177   0.16382202  1.09  1.09   0.2 0.125   7.33893312 8e+06 16945.07563
## 178   0.16098851  1.09  1.09   0.2 0.125   6.69569458 8e+06 17078.45986
## 179   0.16275400  1.09  1.09   0.2 0.125   7.12774518 8e+06 17088.69733
## 180   0.17028040  1.09  1.09   0.2 0.125   7.79562039 8e+06 16995.91549
## 181   0.16692264  1.09  1.09   0.2 0.125   7.56162455 8e+06 16940.68230
## 182   0.16664642  1.09  1.09   0.2 0.125   6.71559304 8e+06 16782.92755
## 183   0.17430026  1.09  1.09   0.2 0.125   5.86531129 8e+06 16731.62053
## 184   0.17452968  1.09  1.09   0.2 0.125   5.85603964 8e+06 16629.73368
## 185   0.17840827  1.09  1.09   0.2 0.125   5.68091777 8e+06 16653.70393
## 186   0.17240481  1.09  1.09   0.2 0.125   5.80617063 8e+06 16726.10027
## 187   0.17581728  1.09  1.09   0.2 0.125   5.40563824 8e+06 16695.59457
## 188   0.16880984  1.09  1.09   0.2 0.125   6.27212023 8e+06 16894.88151
## 189   0.16498532  1.09  1.09   0.2 0.125   6.11060477 8e+06 16799.45667
## 190   0.16359091  1.09  1.09   0.2 0.125   6.40746358 8e+06 16878.61849
## 191   0.16213908  1.09  1.09   0.2 0.125   6.96656227 8e+06 16880.46901
## 192   0.16502864  1.09  1.09   0.2 0.125   6.61365124 8e+06 17009.60735
## 193   0.16923891  1.09  1.09   0.2 0.125   7.15330875 8e+06 17070.31659
## 194   0.16731063  1.09  1.09   0.2 0.125   8.05773863 8e+06 17327.14439
## 195   0.16844661  1.09  1.09   0.2 0.125   7.87873460 8e+06 17233.33601
## 196   0.17189670  1.09  1.09   0.2 0.125   7.13018918 8e+06 17007.69356
## 197   0.17731417  1.09  1.09   0.2 0.125   6.51623236 8e+06 16800.05116
## 198   0.18438937  1.09  1.09   0.2 0.125   6.58891263 8e+06 16902.35857
## 199   0.18217622  1.09  1.09   0.2 0.125   7.08468207 8e+06 17114.93015
## 200   0.17963623  1.09  1.09   0.2 0.125   7.16790929 8e+06 17360.97758
## 201   0.17719418  1.09  1.09   0.2 0.125   7.24511500 8e+06 17454.23401
## 202   0.17411980  1.09  1.09   0.2 0.125   7.24693804 8e+06 17748.15633
## 203   0.17251230  1.09  1.09   0.2 0.125   7.02586217 8e+06 17788.34703
## 204   0.17354700  1.09  1.09   0.2 0.125   7.64991229 8e+06 17874.45362
## 205   0.18218595  1.09  1.09   0.2 0.125   7.68319329 8e+06 18035.03694
## 206   0.18616236  1.09  1.09   0.2 0.125   8.16923969 8e+06 18194.40253
## 207   0.18501449  1.09  1.09   0.2 0.125   8.76188187 8e+06 18475.48269
## 208   0.18501449  1.09  1.09   0.2 0.125   8.76188187 8e+06 18475.48269
## 209   0.07976410  1.09  1.09   0.2 0.125   0.43569237 8e+06  7435.04355
## 210   0.07976410  1.09  1.09   0.2 0.125   0.43569237 8e+06  7435.04355
## 211   0.06406885  1.09  1.09   0.2 0.125   0.45183529 8e+06  7267.86034
## 212   0.06451744  1.09  1.09   0.2 0.125   0.40507498 8e+06  7140.48590
## 213   0.08824378  1.09  1.09   0.2 0.125   0.40464093 8e+06  7080.36318
## 214   0.11196745  1.09  1.09   0.2 0.125   0.48607809 8e+06  6972.78281
## 215   0.18029211  1.09  1.09   0.2 0.125   0.41800974 8e+06  6996.19691
## 216   0.16370540  1.09  1.09   0.2 0.125   0.46003240 8e+06  6938.14366
## 217   0.19244889  1.09  1.09   0.2 0.125   0.33943388 8e+06  6941.35920
## 218   0.20975964  1.09  1.09   0.2 0.125   0.44256168 8e+06  6899.38951
## 219   0.18711979  1.09  1.09   0.2 0.125   0.48012188 8e+06  6938.21931
## 220   0.18997143  1.09  1.09   0.2 0.125   0.53606510 8e+06  6857.10376
## 221   0.21327427  1.09  1.09   0.2 0.125   0.55127216 8e+06  6892.47761
## 222   0.27533433  1.09  1.09   0.2 0.125   0.50783553 8e+06  6875.65274
## 223   0.31682134  1.09  1.09   0.2 0.125   0.47206527 8e+06  6870.96080
## 224   0.37941474  1.09  1.09   0.2 0.125   0.47713133 8e+06  6899.69532
## 225   0.42461167  1.09  1.09   0.2 0.125   0.46249751 8e+06  6803.10656
## 226   0.47861047  1.09  1.09   0.2 0.125   0.49224739 8e+06  6743.11899
## 227   0.52334790  1.09  1.09   0.2 0.125   0.51844909 8e+06  6717.71364
## 228   0.56360074  1.09  1.09   0.2 0.125   0.55275036 8e+06  6808.92086
## 229   0.57579550  1.09  1.09   0.2 0.125   0.55638309 8e+06  6843.37956
## 230   0.57852194  1.09  1.09   0.2 0.125   0.71613782 8e+06  6700.54323
## 231   0.58824140  1.09  1.09   0.2 0.125   0.78500450 8e+06  6658.61885
## 232   0.59479171  1.09  1.09   0.2 0.125   0.73989898 8e+06  6596.09521
## 233   0.60305927  1.09  1.09   0.2 0.125   0.95243961 8e+06  6644.05019
## 234   0.60314300  1.09  1.09   0.2 0.125   1.02467206 8e+06  6828.73713
## 235   0.62163615  1.09  1.09   0.2 0.125   1.07345526 8e+06  6781.77523
## 236   0.61227993  1.09  1.09   0.2 0.125   1.06053101 8e+06  6951.37345
## 237   0.61099994  1.09  1.09   0.2 0.125   0.90905072 8e+06  6838.38901
## 238   0.59132598  1.09  1.09   0.2 0.125   0.90683584 8e+06  6950.01201
## 239   0.57772599  1.09  1.09   0.2 0.125   0.91872908 8e+06  6965.60751
## 240   0.56869977  1.09  1.09   0.2 0.125   0.91874338 8e+06  7012.40807
## 241   0.57519387  1.09  1.09   0.2 0.125   0.95184637 8e+06  7174.19755
## 242   0.56905871  1.09  1.09   0.2 0.125   0.96134498 8e+06  7176.15637
## 243   0.56921051  1.09  1.09   0.2 0.125   1.05990275 8e+06  7148.31715
## 244   0.57249862  1.09  1.09   0.2 0.125   0.99859973 8e+06  7166.87760
## 245   0.57933052  1.09  1.09   0.2 0.125   0.90080182 8e+06  7205.94628
## 246   0.58601540  1.09  1.09   0.2 0.125   0.92648233 8e+06  7274.97399
## 247   0.58173738  1.09  1.09   0.2 0.125   0.89686331 8e+06  7419.03073
## 248   0.58051503  1.09  1.09   0.2 0.125   0.90321720 8e+06  7374.62950
## 249   0.56847168  1.09  1.09   0.2 0.125   0.93396069 8e+06  7505.65799
## 250   0.56564586  1.09  1.09   0.2 0.125   1.01900342 8e+06  7519.85745
## 251   0.55996801  1.09  1.09   0.2 0.125   0.98905005 8e+06  7547.85467
## 252   0.55720622  1.09  1.09   0.2 0.125   0.94208124 8e+06  7533.79466
## 253   0.56313996  1.09  1.09   0.2 0.125   1.12835975 8e+06  7497.91624
## 254   0.56057262  1.09  1.09   0.2 0.125   1.20515771 8e+06  7613.54018
## 255   0.55639530  1.09  1.09   0.2 0.125   1.17485932 8e+06  7570.46492
## 256   0.55880497  1.09  1.09   0.2 0.125   1.12769045 8e+06  7574.72810
## 257   0.54831920  1.09  1.09   0.2 0.125   1.13235724 8e+06  7618.88451
## 258   0.55769852  1.09  1.09   0.2 0.125   1.21479816 8e+06  7654.82269
## 259   0.56212390  1.09  1.09   0.2 0.125   1.14326315 8e+06  7745.32514
## 260   0.57199307  1.09  1.09   0.2 0.125   1.16719154 8e+06  7708.75515
## 261   0.57199307  1.09  1.09   0.2 0.125   1.16719154 8e+06  7708.75515
## 262   0.59325995  1.09  1.09   0.2 0.125   1.17835366 8e+06  7694.63147
## 263   0.59298282  1.09  1.09   0.2 0.125   1.13183314 8e+06  7750.99843
## 264   0.60364519  1.09  1.09   0.2 0.125   1.15402291 8e+06  7781.46527
## 265   0.57876643  1.09  1.09   0.2 0.125   1.34887908 8e+06  7787.65286
## 266   0.57106949  1.09  1.09   0.2 0.125   1.61135002 8e+06  7738.07239
## 267   0.56928828  1.09  1.09   0.2 0.125   1.62552052 8e+06  7720.19274
## 268   0.57812515  1.09  1.09   0.2 0.125   1.93684492 8e+06  7781.88882
## 269   0.56912454  1.09  1.09   0.2 0.125   1.97315062 8e+06  8054.92620
## 270   0.57221207  1.09  1.09   0.2 0.125   2.10432355 8e+06  8243.30434
## 271   0.55850401  1.09  1.09   0.2 0.125   2.09826998 8e+06  8235.18235
## 272   0.55007161  1.09  1.09   0.2 0.125   2.03393869 8e+06  8529.89217
## 273   0.56154326  1.09  1.09   0.2 0.125   2.33281401 8e+06  8716.96516
## 274   0.56564525  1.09  1.09   0.2 0.125   2.85652635 8e+06  8731.11501
## 275   0.56958754  1.09  1.09   0.2 0.125   2.90583608 8e+06  8640.24953
## 276   0.57126881  1.09  1.09   0.2 0.125   2.71424495 8e+06  8556.40700
## 277   0.57909292  1.09  1.09   0.2 0.125   2.67108471 8e+06  8560.34072
## 278   0.56579671  1.09  1.09   0.2 0.125   2.89085012 8e+06  8690.43357
## 279   0.56506305  1.09  1.09   0.2 0.125   2.88575811 8e+06  8594.45494
## 280   0.55617594  1.09  1.09   0.2 0.125   2.83784212 8e+06  8573.01609
## 281   0.57639252  1.09  1.09   0.2 0.125   3.06528398 8e+06  8693.60145
## 282   0.57913390  1.09  1.09   0.2 0.125   2.48683264 8e+06  9102.29056
## 283   0.59070089  1.09  1.09   0.2 0.125   2.14915666 8e+06  9303.03763
## 284   0.58658789  1.09  1.09   0.2 0.125   2.01501465 8e+06  9307.69222
## 285   0.58225993  1.09  1.09   0.2 0.125   1.79218890 8e+06  9565.56506
## 286   0.58121525  1.09  1.09   0.2 0.125   1.54906242 8e+06  9736.43922
## 287   0.57853179  1.09  1.09   0.2 0.125   1.38306871 8e+06  9878.05969
## 288   0.58277431  1.09  1.09   0.2 0.125   1.35416046 8e+06 10014.65116
## 289   0.58475732  1.09  1.09   0.2 0.125   1.33120532 8e+06 10152.21424
## 290   0.58001037  1.09  1.09   0.2 0.125   1.25944086 8e+06 10239.44144
## 291   0.56498511  1.09  1.09   0.2 0.125   1.33083592 8e+06 10188.87982
## 292   0.56052519  1.09  1.09   0.2 0.125   1.25083710 8e+06 10213.01768
## 293   0.57206833  1.09  1.09   0.2 0.125   1.24349868 8e+06 10453.08875
## 294   0.58550353  1.09  1.09   0.2 0.125   1.22368521 8e+06 10586.15042
## 295   0.57991779  1.09  1.09   0.2 0.125   0.97676651 8e+06 10642.37423
## 296   0.58833939  1.09  1.09   0.2 0.125   1.21312170 8e+06 10960.21534
## 297   0.57155772  1.09  1.09   0.2 0.125   1.29947281 8e+06 11050.32069
## 298   0.57901737  1.09  1.09   0.2 0.125   1.31642933 8e+06 11053.91313
## 299   0.58539454  1.09  1.09   0.2 0.125   1.14415230 8e+06 11098.35274
## 300   0.60124582  1.09  1.09   0.2 0.125   1.06884139 8e+06 11090.01005
## 301   0.60562374  1.09  1.09   0.2 0.125   1.06298353 8e+06 11042.51259
## 302   0.59889024  1.09  1.09   0.2 0.125   0.99423361 8e+06 11068.39779
## 303   0.59723046  1.09  1.09   0.2 0.125   1.06687147 8e+06 11093.83253
## 304   0.58832512  1.09  1.09   0.2 0.125   1.00485957 8e+06 11253.02454
## 305   0.58628287  1.09  1.09   0.2 0.125   0.95767567 8e+06 11298.16474
## 306   0.58444148  1.09  1.09   0.2 0.125   1.08028842 8e+06 11304.40536
## 307   0.59793761  1.09  1.09   0.2 0.125   0.93505333 8e+06 11372.45316
## 308   0.58311653  1.09  1.09   0.2 0.125   0.86165829 8e+06 11415.44774
## 309   0.56314084  1.09  1.09   0.2 0.125   0.92143302 8e+06 11434.61965
## 310   0.56906581  1.09  1.09   0.2 0.125   0.98820205 8e+06 11489.77862
## 311   0.57198910  1.09  1.09   0.2 0.125   1.07195336 8e+06 11572.68846
## 312   0.57198910  1.09  1.09   0.2 0.125   1.07195336 8e+06 11572.68846
## 313   0.30163801  1.09  1.09   0.2 0.125   0.68106813 8e+06  7793.18523
## 314   0.30163801  1.09  1.09   0.2 0.125   0.68106813 8e+06  7793.18523
## 315   0.32051726  1.09  1.09   0.2 0.125   0.83230707 8e+06  7605.63852
## 316   0.30921933  1.09  1.09   0.2 0.125   0.69119147 8e+06  7673.59421
## 317   0.27388292  1.09  1.09   0.2 0.125   0.71249900 8e+06  7600.71393
## 318   0.26317412  1.09  1.09   0.2 0.125   0.70923196 8e+06  7449.01782
## 319   0.23591494  1.09  1.09   0.2 0.125   0.68222322 8e+06  7504.51626
## 320   0.28110716  1.09  1.09   0.2 0.125   0.61587967 8e+06  7580.57895
## 321   0.28574388  1.09  1.09   0.2 0.125   0.78833647 8e+06  7750.01109
## 322   0.26782294  1.09  1.09   0.2 0.125   1.06351385 8e+06  7658.41796
## 323   0.23251358  1.09  1.09   0.2 0.125   1.17098259 8e+06  7936.36515
## 324   0.22949678  1.09  1.09   0.2 0.125   1.17327922 8e+06  7701.54892
## 325   0.20913317  1.09  1.09   0.2 0.125   1.16216351 8e+06  7439.75289
## 326   0.22343129  1.09  1.09   0.2 0.125   0.70758524 8e+06  7469.39814
## 327   0.20877980  1.09  1.09   0.2 0.125   0.69950832 8e+06  7475.57536
## 328   0.18838440  1.09  1.09   0.2 0.125   0.73129313 8e+06  7416.11708
## 329   0.12666102  1.09  1.09   0.2 0.125   0.94081967 8e+06  7184.30839
## 330   0.10892395  1.09  1.09   0.2 0.125   0.97739660 8e+06  7207.36387
## 331   0.09862658  1.09  1.09   0.2 0.125   1.03114171 8e+06  7224.99856
## 332   0.09406750  1.09  1.09   0.2 0.125   1.18972269 8e+06  7191.43454
## 333   0.09220304  1.09  1.09   0.2 0.125   1.34777408 8e+06  7155.90765
## 334   0.09300903  1.09  1.09   0.2 0.125   1.49142627 8e+06  7132.99464
## 335   0.09412555  1.09  1.09   0.2 0.125   1.71343249 8e+06  7078.84497
## 336   0.09238321  1.09  1.09   0.2 0.125   1.81901823 8e+06  7136.31507
## 337   0.09169324  1.09  1.09   0.2 0.125   1.95302279 8e+06  7126.53151
## 338   0.09283850  1.09  1.09   0.2 0.125   2.04427160 8e+06  7076.55863
## 339   0.09749080  1.09  1.09   0.2 0.125   2.04218283 8e+06  7166.89188
## 340   0.09509521  1.09  1.09   0.2 0.125   2.25722467 8e+06  7199.42951
## 341   0.09859779  1.09  1.09   0.2 0.125   2.42732981 8e+06  7158.61910
## 342   0.09916872  1.09  1.09   0.2 0.125   2.57716135 8e+06  7147.68286
## 343   0.09697228  1.09  1.09   0.2 0.125   2.39320557 8e+06  7256.18791
## 344   0.10230276  1.09  1.09   0.2 0.125   2.62623617 8e+06  7137.81522
## 345   0.10320388  1.09  1.09   0.2 0.125   2.85099354 8e+06  7075.13577
## 346   0.10454611  1.09  1.09   0.2 0.125   3.03008477 8e+06  7073.59652
## 347   0.10309302  1.09  1.09   0.2 0.125   3.20097904 8e+06  7076.67040
## 348   0.10618043  1.09  1.09   0.2 0.125   3.09820411 8e+06  7153.99500
## 349   0.10587769  1.09  1.09   0.2 0.125   3.19198489 8e+06  7127.05865
## 350   0.10487181  1.09  1.09   0.2 0.125   3.57611421 8e+06  7130.70241
## 351   0.10640585  1.09  1.09   0.2 0.125   3.56281318 8e+06  7166.98841
## 352   0.10603463  1.09  1.09   0.2 0.125   3.54468868 8e+06  7183.35337
## 353   0.10521320  1.09  1.09   0.2 0.125   3.37499266 8e+06  7222.90480
## 354   0.10648481  1.09  1.09   0.2 0.125   3.29560974 8e+06  7254.43815
## 355   0.10803116  1.09  1.09   0.2 0.125   3.55095637 8e+06  7230.79888
## 356   0.11009829  1.09  1.09   0.2 0.125   3.53906540 8e+06  7210.89957
## 357   0.10937289  1.09  1.09   0.2 0.125   3.78181400 8e+06  7146.71123
## 358   0.10932549  1.09  1.09   0.2 0.125   3.74633758 8e+06  7002.84274
## 359   0.10957168  1.09  1.09   0.2 0.125   3.79311049 8e+06  6981.11613
## 360   0.11426442  1.09  1.09   0.2 0.125   4.18555725 8e+06  7015.18285
## 361   0.11494302  1.09  1.09   0.2 0.125   4.36153862 8e+06  7043.26414
## 362   0.11375834  1.09  1.09   0.2 0.125   4.35626764 8e+06  7062.43184
## 363   0.11304488  1.09  1.09   0.2 0.125   5.10936893 8e+06  7194.42327
## 364   0.11320680  1.09  1.09   0.2 0.125   5.22754796 8e+06  7218.56400
## 365   0.11320680  1.09  1.09   0.2 0.125   5.22754796 8e+06  7218.56400
## 366   0.11350780  1.09  1.09   0.2 0.125   5.13914619 8e+06  7217.95173
## 367   0.11475069  1.09  1.09   0.2 0.125   5.29575526 8e+06  7243.88030
## 368   0.11271177  1.09  1.09   0.2 0.125   5.53394247 8e+06  7323.00974
## 369   0.11880234  1.09  1.09   0.2 0.125   5.57899652 8e+06  7319.84656
## 370   0.11579193  1.09  1.09   0.2 0.125   5.66497321 8e+06  7330.04587
## 371   0.12188615  1.09  1.09   0.2 0.125   5.21138474 8e+06  7443.77775
## 372   0.12117956  1.09  1.09   0.2 0.125   5.04293735 8e+06  7452.67180
## 373   0.12123679  1.09  1.09   0.2 0.125   5.16455068 8e+06  7414.71590
## 374   0.12352407  1.09  1.09   0.2 0.125   4.97735622 8e+06  7488.80771
## 375   0.12856226  1.09  1.09   0.2 0.125   5.99531186 8e+06  7632.26217
## 376   0.12567868  1.09  1.09   0.2 0.125   5.85298932 8e+06  7593.13941
## 377   0.12491283  1.09  1.09   0.2 0.125   6.78455642 8e+06  7681.56495
## 378   0.12118387  1.09  1.09   0.2 0.125   7.85727102 8e+06  7764.19029
## 379   0.12617662  1.09  1.09   0.2 0.125   7.59749880 8e+06  7731.39144
## 380   0.12609241  1.09  1.09   0.2 0.125   9.97827076 8e+06  7835.68464
## 381   0.12405600  1.09  1.09   0.2 0.125  11.84043924 8e+06  7904.22972
## 382   0.11976454  1.09  1.09   0.2 0.125  13.32872352 8e+06  7926.03924
## 383   0.12450468  1.09  1.09   0.2 0.125  11.19544208 8e+06  7862.33249
## 384   0.12530097  1.09  1.09   0.2 0.125  14.60169166 8e+06  7944.63817
## 385   0.12593974  1.09  1.09   0.2 0.125  21.57586175 8e+06  8120.06861
## 386   0.12790044  1.09  1.09   0.2 0.125  23.33004436 8e+06  8125.41565
## 387   0.12576059  1.09  1.09   0.2 0.125  23.20930540 8e+06  8194.11413
## 388   0.13730726  1.09  1.09   0.2 0.125  23.04382871 8e+06  8269.15763
## 389   0.13436689  1.09  1.09   0.2 0.125  27.10016701 8e+06  8407.09185
## 390   0.12668674  1.09  1.09   0.2 0.125  26.70835170 8e+06  8435.97907
## 391   0.12671335  1.09  1.09   0.2 0.125  33.43281785 8e+06  8671.28446
## 392   0.13041958  1.09  1.09   0.2 0.125  32.39266603 8e+06  8636.99333
## 393   0.13132917  1.09  1.09   0.2 0.125  34.34083074 8e+06  8706.64005
## 394   0.12817046  1.09  1.09   0.2 0.125  30.97735063 8e+06  8721.59635
## 395   0.12792466  1.09  1.09   0.2 0.125  39.40617426 8e+06  8863.28960
## 396   0.12861778  1.09  1.09   0.2 0.125  43.40319229 8e+06  8889.14865
## 397   0.12816840  1.09  1.09   0.2 0.125  50.17630139 8e+06  8947.76591
## 398   0.12806590  1.09  1.09   0.2 0.125  49.50782125 8e+06  8952.39570
## 399   0.13237149  1.09  1.09   0.2 0.125  49.22494137 8e+06  9006.29927
## 400   0.13258006  1.09  1.09   0.2 0.125  50.81189683 8e+06  9093.55899
## 401   0.13396439  1.09  1.09   0.2 0.125  49.40457823 8e+06  9113.13595
## 402   0.13492755  1.09  1.09   0.2 0.125  52.44159367 8e+06  9165.56953
## 403   0.13372090  1.09  1.09   0.2 0.125  54.10648330 8e+06  9202.09115
## 404   0.13024942  1.09  1.09   0.2 0.125  53.52641661 8e+06  9308.52795
## 405   0.13365967  1.09  1.09   0.2 0.125  53.25333525 8e+06  9316.55703
## 406   0.13093584  1.09  1.09   0.2 0.125  55.36583506 8e+06  9210.15948
## 407   0.13411853  1.09  1.09   0.2 0.125  51.96560674 8e+06  9293.92873
## 408   0.13318992  1.09  1.09   0.2 0.125  47.80611987 8e+06  9353.25107
## 409   0.13720061  1.09  1.09   0.2 0.125  44.68091268 8e+06  9492.31481
## 410   0.13818669  1.09  1.09   0.2 0.125  42.47372507 8e+06  9512.07177
## 411   0.13918666  1.09  1.09   0.2 0.125  46.60733465 8e+06  9462.38629
## 412   0.14090064  1.09  1.09   0.2 0.125  38.88574701 8e+06  9578.46779
## 413   0.14350644  1.09  1.09   0.2 0.125  39.02003350 8e+06  9579.19166
## 414   0.14702007  1.09  1.09   0.2 0.125  38.56721761 8e+06  9719.76334
## 415   0.14524023  1.09  1.09   0.2 0.125  38.53007819 8e+06  9693.42308
## 416   0.14524023  1.09  1.09   0.2 0.125  38.53007819 8e+06  9693.42308
## 417   0.17418769  1.09  1.09   0.2 0.125   0.63523309 8e+06 14225.27738
## 418   0.17418769  1.09  1.09   0.2 0.125   0.63523309 8e+06 14225.27738
## 419   0.15782536  1.09  1.09   0.2 0.125   0.68800997 8e+06 13956.57285
## 420   0.15802735  1.09  1.09   0.2 0.125   0.81958826 8e+06 14048.46056
## 421   0.16109811  1.09  1.09   0.2 0.125   0.98960251 8e+06 14212.49302
## 422   0.15418992  1.09  1.09   0.2 0.125   1.06878783 8e+06 14314.93975
## 423   0.14083595  1.09  1.09   0.2 0.125   1.23587549 8e+06 14278.76072
## 424   0.13919230  1.09  1.09   0.2 0.125   1.25217757 8e+06 14296.64482
## 425   0.12805979  1.09  1.09   0.2 0.125   1.38888946 8e+06 14496.95553
## 426   0.13253513  1.09  1.09   0.2 0.125   1.41354068 8e+06 14542.79303
## 427   0.13664307  1.09  1.09   0.2 0.125   1.82208880 8e+06 14473.51110
## 428   0.13964552  1.09  1.09   0.2 0.125   2.10030656 8e+06 14486.69691
## 429   0.13012702  1.09  1.09   0.2 0.125   2.21343174 8e+06 14545.36548
## 430   0.12774228  1.09  1.09   0.2 0.125   2.14202662 8e+06 14556.71330
## 431   0.12365546  1.09  1.09   0.2 0.125   2.28998579 8e+06 14628.19937
## 432   0.12670797  1.09  1.09   0.2 0.125   2.44704136 8e+06 14713.42523
## 433   0.12681531  1.09  1.09   0.2 0.125   2.43478548 8e+06 14883.47126
## 434   0.12716034  1.09  1.09   0.2 0.125   2.62550345 8e+06 15203.28052
## 435   0.12679683  1.09  1.09   0.2 0.125   2.68069757 8e+06 15395.74353
## 436   0.13167197  1.09  1.09   0.2 0.125   2.81814282 8e+06 15542.03935
## 437   0.12816804  1.09  1.09   0.2 0.125   2.89927133 8e+06 15426.47127
## 438   0.11739746  1.09  1.09   0.2 0.125   2.80149765 8e+06 15637.21831
## 439   0.12498080  1.09  1.09   0.2 0.125   3.17323512 8e+06 15676.46624
## 440   0.12563573  1.09  1.09   0.2 0.125   2.99027548 8e+06 15585.73663
## 441   0.12967183  1.09  1.09   0.2 0.125   3.08874710 8e+06 15864.01330
## 442   0.12385461  1.09  1.09   0.2 0.125   3.23641030 8e+06 15819.88110
## 443   0.13132190  1.09  1.09   0.2 0.125   3.03936806 8e+06 16332.60233
## 444   0.13121479  1.09  1.09   0.2 0.125   3.34425135 8e+06 16580.00268
## 445   0.13729702  1.09  1.09   0.2 0.125   3.49251711 8e+06 16630.71242
## 446   0.13861971  1.09  1.09   0.2 0.125   3.69280480 8e+06 16531.74649
## 447   0.13966707  1.09  1.09   0.2 0.125   3.76913526 8e+06 16785.57582
## 448   0.13729171  1.09  1.09   0.2 0.125   3.62811633 8e+06 16827.10148
## 449   0.14236034  1.09  1.09   0.2 0.125   3.58624167 8e+06 17111.58373
## 450   0.14132797  1.09  1.09   0.2 0.125   3.56461121 8e+06 17150.27615
## 451   0.15316209  1.09  1.09   0.2 0.125   3.34514193 8e+06 17335.49172
## 452   0.14943426  1.09  1.09   0.2 0.125   2.97501413 8e+06 17848.39555
## 453   0.14944801  1.09  1.09   0.2 0.125   2.97463553 8e+06 18064.89874
## 454   0.15513155  1.09  1.09   0.2 0.125   3.11264628 8e+06 17985.69380
## 455   0.15029722  1.09  1.09   0.2 0.125   2.88058584 8e+06 18147.45148
## 456   0.15289029  1.09  1.09   0.2 0.125   2.70758561 8e+06 18393.07505
## 457   0.15008262  1.09  1.09   0.2 0.125   2.66017201 8e+06 18466.98680
## 458   0.14912615  1.09  1.09   0.2 0.125   2.84676470 8e+06 18777.61617
## 459   0.14620545  1.09  1.09   0.2 0.125   2.78706661 8e+06 19030.33504
## 460   0.14659107  1.09  1.09   0.2 0.125   2.84474493 8e+06 19047.49429
## 461   0.14103834  1.09  1.09   0.2 0.125   2.87025305 8e+06 19104.98770
## 462   0.13938666  1.09  1.09   0.2 0.125   2.86667929 8e+06 19238.92149
## 463   0.13793705  1.09  1.09   0.2 0.125   3.03945940 8e+06 19383.61481
## 464   0.13849427  1.09  1.09   0.2 0.125   3.07600766 8e+06 19381.07487
## 465   0.14234847  1.09  1.09   0.2 0.125   3.24956775 8e+06 19551.05028
## 466   0.13581852  1.09  1.09   0.2 0.125   3.08847946 8e+06 19689.11789
## 467   0.13872888  1.09  1.09   0.2 0.125   3.16364165 8e+06 19752.08475
## 468   0.13726991  1.09  1.09   0.2 0.125   3.23646577 8e+06 19863.58806
## 469   0.13726991  1.09  1.09   0.2 0.125   3.23646577 8e+06 19863.58806
## 470   0.13898022  1.09  1.09   0.2 0.125   3.17671902 8e+06 19814.46810
## 471   0.14034998  1.09  1.09   0.2 0.125   3.19333791 8e+06 19856.43559
## 472   0.13988077  1.09  1.09   0.2 0.125   3.12520365 8e+06 19814.99515
## 473   0.14035345  1.09  1.09   0.2 0.125   2.79686706 8e+06 19837.97803
## 474   0.14322942  1.09  1.09   0.2 0.125   2.66675780 8e+06 19841.68064
## 475   0.14481027  1.09  1.09   0.2 0.125   2.79554068 8e+06 19662.44540
## 476   0.13380443  1.09  1.09   0.2 0.125   2.74698877 8e+06 19657.02714
## 477   0.12767567  1.09  1.09   0.2 0.125   3.27233930 8e+06 19600.44477
## 478   0.13316508  1.09  1.09   0.2 0.125   3.64928614 8e+06 19536.28286
## 479   0.13420574  1.09  1.09   0.2 0.125   3.41948350 8e+06 19658.16998
## 480   0.13012573  1.09  1.09   0.2 0.125   3.39896257 8e+06 20085.24981
## 481   0.13190907  1.09  1.09   0.2 0.125   3.38177066 8e+06 20300.95859
## 482   0.13525724  1.09  1.09   0.2 0.125   3.73628058 8e+06 20868.41121
## 483   0.13660099  1.09  1.09   0.2 0.125   3.71420068 8e+06 21545.88119
## 484   0.14040052  1.09  1.09   0.2 0.125   3.68508607 8e+06 22574.21062
## 485   0.14412240  1.09  1.09   0.2 0.125   3.69293315 8e+06 22654.21639
## 486   0.15200060  1.09  1.09   0.2 0.125   3.67455615 8e+06 22991.88393
## 487   0.15440015  1.09  1.09   0.2 0.125   3.82970707 8e+06 23470.46929
## 488   0.14949533  1.09  1.09   0.2 0.125   3.80786175 8e+06 23732.17637
## 489   0.14699394  1.09  1.09   0.2 0.125   3.93028487 8e+06 24121.52113
## 490   0.14091222  1.09  1.09   0.2 0.125   3.87767107 8e+06 24116.50089
## 491   0.14822731  1.09  1.09   0.2 0.125   3.54191164 8e+06 23814.17907
## 492   0.14944129  1.09  1.09   0.2 0.125   3.93743694 8e+06 23984.27485
## 493   0.15052503  1.09  1.09   0.2 0.125   4.40708875 8e+06 24891.58019
## 494   0.15226649  1.09  1.09   0.2 0.125   4.83158689 8e+06 25512.42638
## 495   0.15091521  1.09  1.09   0.2 0.125   5.11525609 8e+06 25486.57075
## 496   0.15590736  1.09  1.09   0.2 0.125   5.72826425 8e+06 25508.58194
## 497   0.16044805  1.09  1.09   0.2 0.125   6.41030139 8e+06 25603.75441
## 498   0.16134610  1.09  1.09   0.2 0.125   6.95767365 8e+06 25596.92206
## 499   0.15562305  1.09  1.09   0.2 0.125   7.78914025 8e+06 25545.90180
## 500   0.15580690  1.09  1.09   0.2 0.125   8.55550142 8e+06 25607.21059
## 501   0.15741446  1.09  1.09   0.2 0.125   9.53668572 8e+06 25813.45447
## 502   0.16009583  1.09  1.09   0.2 0.125  10.49754513 8e+06 25837.79546
## 503   0.16154950  1.09  1.09   0.2 0.125  10.86008329 8e+06 25898.32004
## 504   0.16227102  1.09  1.09   0.2 0.125  12.64343788 8e+06 26145.77130
## 505   0.16255287  1.09  1.09   0.2 0.125  13.14425108 8e+06 26137.49132
## 506   0.16862918  1.09  1.09   0.2 0.125  15.47653382 8e+06 26472.27734
## 507   0.16825763  1.09  1.09   0.2 0.125  14.57675302 8e+06 26527.25162
## 508   0.16639433  1.09  1.09   0.2 0.125  11.75445612 8e+06 26806.54608
## 509   0.16736140  1.09  1.09   0.2 0.125  11.72383627 8e+06 26933.62988
## 510   0.16522184  1.09  1.09   0.2 0.125  12.18260868 8e+06 26843.92015
## 511   0.16508669  1.09  1.09   0.2 0.125  13.67804918 8e+06 26911.37100
## 512   0.16376102  1.09  1.09   0.2 0.125  13.21567100 8e+06 27146.53291
## 513   0.16365599  1.09  1.09   0.2 0.125  12.78625487 8e+06 27301.33593
## 514   0.16224782  1.09  1.09   0.2 0.125  13.96319067 8e+06 27405.55014
## 515   0.16313822  1.09  1.09   0.2 0.125  14.79738573 8e+06 27334.03266
## 516   0.16320453  1.09  1.09   0.2 0.125  14.88116270 8e+06 27319.25261
## 517   0.16318503  1.09  1.09   0.2 0.125  15.04326212 8e+06 27281.71651
## 518   0.16058394  1.09  1.09   0.2 0.125  12.27377472 8e+06 27260.16157
## 519   0.16149008  1.09  1.09   0.2 0.125  11.96641507 8e+06 27335.40856
## 520   0.16149008  1.09  1.09   0.2 0.125  11.96641507 8e+06 27335.40856
## 521   0.28341794  1.09  1.09   0.2 0.125   0.68498109 8e+06 13304.75272
## 522   0.28341794  1.09  1.09   0.2 0.125   0.68498109 8e+06 13304.75272
## 523   0.26787533  1.09  1.09   0.2 0.125   0.66865270 8e+06 13413.33635
## 524   0.27553746  1.09  1.09   0.2 0.125   0.73286914 8e+06 13379.56014
## 525   0.27839493  1.09  1.09   0.2 0.125   0.75181461 8e+06 13476.87205
## 526   0.22379678  1.09  1.09   0.2 0.125   0.63782574 8e+06 13432.49221
## 527   0.20884097  1.09  1.09   0.2 0.125   0.52433705 8e+06 13093.11754
## 528   0.17368655  1.09  1.09   0.2 0.125   0.53570549 8e+06 13034.05812
## 529   0.14521742  1.09  1.09   0.2 0.125   0.59029558 8e+06 13134.39257
## 530   0.12328625  1.09  1.09   0.2 0.125   0.69459241 8e+06 13146.61191
## 531   0.10679252  1.09  1.09   0.2 0.125   0.82769746 8e+06 13166.28240
## 532   0.10532338  1.09  1.09   0.2 0.125   0.97716479 8e+06 12942.38339
## 533   0.10961433  1.09  1.09   0.2 0.125   0.97183231 8e+06 12940.48437
## 534   0.11267743  1.09  1.09   0.2 0.125   1.05876251 8e+06 12957.38926
## 535   0.11023194  1.09  1.09   0.2 0.125   1.18869423 8e+06 13060.58617
## 536   0.11771482  1.09  1.09   0.2 0.125   1.43754394 8e+06 12982.67884
## 537   0.11931558  1.09  1.09   0.2 0.125   1.49101174 8e+06 13053.23451
## 538   0.11696030  1.09  1.09   0.2 0.125   1.39720173 8e+06 13047.27007
## 539   0.12161205  1.09  1.09   0.2 0.125   1.46317211 8e+06 12974.70679
## 540   0.12638258  1.09  1.09   0.2 0.125   1.56258858 8e+06 13029.83839
## 541   0.12707920  1.09  1.09   0.2 0.125   1.60997912 8e+06 13202.13715
## 542   0.12578987  1.09  1.09   0.2 0.125   2.01442530 8e+06 13268.69381
## 543   0.12810268  1.09  1.09   0.2 0.125   2.14087068 8e+06 13205.64510
## 544   0.12832740  1.09  1.09   0.2 0.125   2.36866938 8e+06 13282.87022
## 545   0.13193142  1.09  1.09   0.2 0.125   2.34740752 8e+06 13233.12981
## 546   0.12866178  1.09  1.09   0.2 0.125   2.40721251 8e+06 13300.90632
## 547   0.12644541  1.09  1.09   0.2 0.125   2.35174416 8e+06 13372.12557
## 548   0.12857341  1.09  1.09   0.2 0.125   2.41051404 8e+06 13412.28045
## 549   0.12916526  1.09  1.09   0.2 0.125   2.52826866 8e+06 13726.21892
## 550   0.13039633  1.09  1.09   0.2 0.125   2.64764212 8e+06 13991.47383
## 551   0.14091601  1.09  1.09   0.2 0.125   2.70785281 8e+06 14062.54705
## 552   0.14304345  1.09  1.09   0.2 0.125   3.22903683 8e+06 14386.17242
## 553   0.14298410  1.09  1.09   0.2 0.125   3.54795464 8e+06 14463.33368
## 554   0.14343893  1.09  1.09   0.2 0.125   3.49734331 8e+06 14565.96425
## 555   0.14265458  1.09  1.09   0.2 0.125   3.38748383 8e+06 14657.13018
## 556   0.14273956  1.09  1.09   0.2 0.125   3.92041031 8e+06 14661.80140
## 557   0.14271805  1.09  1.09   0.2 0.125   3.85317204 8e+06 14635.32314
## 558   0.14805139  1.09  1.09   0.2 0.125   3.84783170 8e+06 14936.94312
## 559   0.15027994  1.09  1.09   0.2 0.125   3.83122054 8e+06 15064.27485
## 560   0.14816853  1.09  1.09   0.2 0.125   3.87795681 8e+06 15062.44527
## 561   0.15201912  1.09  1.09   0.2 0.125   3.81895690 8e+06 15037.73953
## 562   0.15932407  1.09  1.09   0.2 0.125   3.70738975 8e+06 15263.41201
## 563   0.16332993  1.09  1.09   0.2 0.125   3.60347710 8e+06 15318.28013
## 564   0.16506928  1.09  1.09   0.2 0.125   3.45099004 8e+06 15608.40608
## 565   0.16582327  1.09  1.09   0.2 0.125   3.65811251 8e+06 15866.62799
## 566   0.16131893  1.09  1.09   0.2 0.125   3.62011071 8e+06 16049.63768
## 567   0.16468279  1.09  1.09   0.2 0.125   3.66099134 8e+06 16138.99856
## 568   0.17403577  1.09  1.09   0.2 0.125   3.72871724 8e+06 16294.88873
## 569   0.17630180  1.09  1.09   0.2 0.125   3.72240766 8e+06 16485.97014
## 570   0.17093224  1.09  1.09   0.2 0.125   3.55934652 8e+06 16506.30177
## 571   0.17070903  1.09  1.09   0.2 0.125   3.46310620 8e+06 16559.11660
## 572   0.16721767  1.09  1.09   0.2 0.125   3.52576410 8e+06 16661.55205
## 573   0.16721767  1.09  1.09   0.2 0.125   3.52576410 8e+06 16661.55205
## 574   0.16895547  1.09  1.09   0.2 0.125   3.47863920 8e+06 16699.74525
## 575   0.16359627  1.09  1.09   0.2 0.125   3.47812001 8e+06 16810.53313
## 576   0.16669786  1.09  1.09   0.2 0.125   3.75400346 8e+06 16668.36810
## 577   0.17241375  1.09  1.09   0.2 0.125   3.97335110 8e+06 16790.14454
## 578   0.17200480  1.09  1.09   0.2 0.125   4.08232153 8e+06 16815.69880
## 579   0.16588653  1.09  1.09   0.2 0.125   4.27145738 8e+06 16878.31984
## 580   0.16618737  1.09  1.09   0.2 0.125   4.75586023 8e+06 17019.14103
## 581   0.16921866  1.09  1.09   0.2 0.125   4.32445730 8e+06 17045.99786
## 582   0.15788076  1.09  1.09   0.2 0.125   5.01424884 8e+06 17241.20104
## 583   0.16651018  1.09  1.09   0.2 0.125   5.41807497 8e+06 17588.29919
## 584   0.17478019  1.09  1.09   0.2 0.125   5.04962424 8e+06 17496.61681
## 585   0.17174332  1.09  1.09   0.2 0.125   4.90463491 8e+06 17575.79299
## 586   0.17352175  1.09  1.09   0.2 0.125   5.53938679 8e+06 17879.65221
## 587   0.17243253  1.09  1.09   0.2 0.125   6.05156751 8e+06 18014.64983
## 588   0.16701135  1.09  1.09   0.2 0.125   6.67809200 8e+06 17742.11814
## 589   0.16738246  1.09  1.09   0.2 0.125   6.96247077 8e+06 17787.37603
## 590   0.16126253  1.09  1.09   0.2 0.125   7.30240530 8e+06 17888.73004
## 591   0.16232417  1.09  1.09   0.2 0.125   7.27371526 8e+06 17882.96410
## 592   0.16365678  1.09  1.09   0.2 0.125   6.76542162 8e+06 17822.54966
## 593   0.15728925  1.09  1.09   0.2 0.125   8.31994123 8e+06 17754.25121
## 594   0.15380980  1.09  1.09   0.2 0.125   7.47972469 8e+06 17731.02100
## 595   0.16283165  1.09  1.09   0.2 0.125   5.47269891 8e+06 18026.28247
## 596   0.16893376  1.09  1.09   0.2 0.125   5.49920095 8e+06 17878.27650
## 597   0.17752362  1.09  1.09   0.2 0.125   4.84445295 8e+06 18121.44053
## 598   0.17629406  1.09  1.09   0.2 0.125   4.43916903 8e+06 18178.09529
## 599   0.18304386  1.09  1.09   0.2 0.125   4.30141048 8e+06 18230.14622
## 600   0.17809900  1.09  1.09   0.2 0.125   5.13265635 8e+06 18169.92662
## 601   0.18260935  1.09  1.09   0.2 0.125   4.60497717 8e+06 18378.39792
## 602   0.18516579  1.09  1.09   0.2 0.125   4.61119412 8e+06 18417.09202
## 603   0.18884414  1.09  1.09   0.2 0.125   4.19620590 8e+06 18764.68072
## 604   0.18848365  1.09  1.09   0.2 0.125   3.88989634 8e+06 18700.57210
## 605   0.18840213  1.09  1.09   0.2 0.125   4.48946016 8e+06 18745.86217
## 606   0.18391534  1.09  1.09   0.2 0.125   4.74377314 8e+06 18554.06991
## 607   0.18448631  1.09  1.09   0.2 0.125   5.06952315 8e+06 18800.69671
## 608   0.18396790  1.09  1.09   0.2 0.125   5.32286059 8e+06 18906.82320
## 609   0.17877830  1.09  1.09   0.2 0.125   5.03796949 8e+06 19314.98099
## 610   0.17947814  1.09  1.09   0.2 0.125   5.13464781 8e+06 18757.73410
## 611   0.17854980  1.09  1.09   0.2 0.125   5.20121794 8e+06 18889.01669
## 612   0.17998627  1.09  1.09   0.2 0.125   6.02523391 8e+06 19006.01898
## 613   0.18866749  1.09  1.09   0.2 0.125   6.22169428 8e+06 19415.62451
## 614   0.18852126  1.09  1.09   0.2 0.125   6.70289076 8e+06 19583.26408
## 615   0.18433207  1.09  1.09   0.2 0.125   6.58177477 8e+06 19693.64542
## 616   0.17990719  1.09  1.09   0.2 0.125   6.44052082 8e+06 19751.27638
## 617   0.18376061  1.09  1.09   0.2 0.125   5.86358637 8e+06 19712.73442
## 618   0.19109473  1.09  1.09   0.2 0.125   4.96775100 8e+06 19590.81246
## 619   0.18703809  1.09  1.09   0.2 0.125   5.64814887 8e+06 19770.71380
## 620   0.18418340  1.09  1.09   0.2 0.125   5.38581879 8e+06 19790.55938
## 621   0.18668348  1.09  1.09   0.2 0.125   4.72374358 8e+06 20005.46547
## 622   0.19074715  1.09  1.09   0.2 0.125   5.59656169 8e+06 19975.99927
## 623   0.19251873  1.09  1.09   0.2 0.125   6.03996392 8e+06 20024.91489
## 624   0.19251873  1.09  1.09   0.2 0.125   6.03996392 8e+06 20024.91489
## 625   0.36343412  1.09  1.09   0.2 0.125   0.88174837 8e+06 12313.97249
## 626   0.36343412  1.09  1.09   0.2 0.125   0.88174837 8e+06 12313.97249
## 627   0.38657155  1.09  1.09   0.2 0.125   0.77398352 8e+06 12563.93508
## 628   0.32543201  1.09  1.09   0.2 0.125   0.81836600 8e+06 12650.94676
## 629   0.36704656  1.09  1.09   0.2 0.125   1.05281488 8e+06 12503.37054
## 630   0.37586708  1.09  1.09   0.2 0.125   0.98689938 8e+06 12528.83389
## 631   0.41799951  1.09  1.09   0.2 0.125   0.94536690 8e+06 12941.06638
## 632   0.40970303  1.09  1.09   0.2 0.125   0.95956836 8e+06 13333.80690
## 633   0.47834762  1.09  1.09   0.2 0.125   0.92172987 8e+06 12681.66855
## 634   0.55326232  1.09  1.09   0.2 0.125   1.06394540 8e+06 12821.81531
## 635   0.56380960  1.09  1.09   0.2 0.125   1.09793721 8e+06 12940.38623
## 636   0.58062292  1.09  1.09   0.2 0.125   0.98915882 8e+06 12711.12788
## 637   0.59649612  1.09  1.09   0.2 0.125   1.10642112 8e+06 12832.70602
## 638   0.64013892  1.09  1.09   0.2 0.125   1.15089746 8e+06 12680.71044
## 639   0.64145122  1.09  1.09   0.2 0.125   1.12959248 8e+06 12773.62761
## 640   0.65343647  1.09  1.09   0.2 0.125   1.18109115 8e+06 12983.22876
## 641   0.68045206  1.09  1.09   0.2 0.125   1.20796061 8e+06 12717.57868
## 642   0.66171022  1.09  1.09   0.2 0.125   1.17684603 8e+06 13128.28121
## 643   0.65451646  1.09  1.09   0.2 0.125   1.08392831 8e+06 13560.01827
## 644   0.65696890  1.09  1.09   0.2 0.125   1.02592315 8e+06 13635.15482
## 645   0.66101252  1.09  1.09   0.2 0.125   1.04817644 8e+06 13671.62113
## 646   0.65100065  1.09  1.09   0.2 0.125   1.09975407 8e+06 13743.31150
## 647   0.67941829  1.09  1.09   0.2 0.125   1.14618710 8e+06 13572.71762
## 648   0.67873643  1.09  1.09   0.2 0.125   1.15034700 8e+06 13719.39450
## 649   0.67281917  1.09  1.09   0.2 0.125   1.13869468 8e+06 13756.61095
## 650   0.68180240  1.09  1.09   0.2 0.125   1.08454896 8e+06 13942.30160
## 651   0.68596574  1.09  1.09   0.2 0.125   1.14035933 8e+06 13954.94904
## 652   0.66962711  1.09  1.09   0.2 0.125   1.15740855 8e+06 14496.72362
## 653   0.66544368  1.09  1.09   0.2 0.125   1.26283035 8e+06 14809.15868
## 654   0.65954711  1.09  1.09   0.2 0.125   1.26686123 8e+06 14835.38818
## 655   0.67224495  1.09  1.09   0.2 0.125   1.30589005 8e+06 14959.28058
## 656   0.65759961  1.09  1.09   0.2 0.125   1.48233273 8e+06 15064.81113
## 657   0.66332667  1.09  1.09   0.2 0.125   1.58714972 8e+06 15202.36903
## 658   0.66406382  1.09  1.09   0.2 0.125   1.63814642 8e+06 15143.36503
## 659   0.66233541  1.09  1.09   0.2 0.125   1.78763289 8e+06 15146.84012
## 660   0.66118740  1.09  1.09   0.2 0.125   1.87936126 8e+06 15443.48796
## 661   0.65430398  1.09  1.09   0.2 0.125   1.86685180 8e+06 15569.91422
## 662   0.65448910  1.09  1.09   0.2 0.125   1.75758387 8e+06 15587.70384
## 663   0.64852353  1.09  1.09   0.2 0.125   1.80259944 8e+06 15762.87705
## 664   0.64639260  1.09  1.09   0.2 0.125   1.77666465 8e+06 15897.53655
## 665   0.65306769  1.09  1.09   0.2 0.125   1.58596977 8e+06 16017.56780
## 666   0.65750109  1.09  1.09   0.2 0.125   1.56283829 8e+06 16269.12587
## 667   0.65521732  1.09  1.09   0.2 0.125   1.45913655 8e+06 16518.87496
## 668   0.66158066  1.09  1.09   0.2 0.125   1.55961358 8e+06 16498.88857
## 669   0.66598582  1.09  1.09   0.2 0.125   1.49066654 8e+06 16622.44244
## 670   0.66558006  1.09  1.09   0.2 0.125   1.49430924 8e+06 16877.50168
## 671   0.67637394  1.09  1.09   0.2 0.125   1.38859226 8e+06 17170.84457
## 672   0.66963562  1.09  1.09   0.2 0.125   1.37343889 8e+06 17513.47865
## 673   0.67671173  1.09  1.09   0.2 0.125   1.36867515 8e+06 17734.81117
## 674   0.67585375  1.09  1.09   0.2 0.125   1.28783564 8e+06 17911.95075
## 675   0.67437994  1.09  1.09   0.2 0.125   1.18896597 8e+06 17980.01428
## 676   0.68042153  1.09  1.09   0.2 0.125   1.23795868 8e+06 18023.88551
## 677   0.68042153  1.09  1.09   0.2 0.125   1.23795868 8e+06 18023.88551
## 678   0.69236226  1.09  1.09   0.2 0.125   1.27195191 8e+06 18053.39487
## 679   0.69067793  1.09  1.09   0.2 0.125   1.25426481 8e+06 18204.59893
## 680   0.69180808  1.09  1.09   0.2 0.125   1.18736927 8e+06 18139.44890
## 681   0.68559514  1.09  1.09   0.2 0.125   1.15840340 8e+06 18145.85351
## 682   0.65849390  1.09  1.09   0.2 0.125   1.14442936 8e+06 18223.62120
## 683   0.68899262  1.09  1.09   0.2 0.125   1.16675604 8e+06 18723.51853
## 684   0.69759537  1.09  1.09   0.2 0.125   1.01984935 8e+06 18648.78980
## 685   0.68658957  1.09  1.09   0.2 0.125   1.00094441 8e+06 19089.00663
## 686   0.69896249  1.09  1.09   0.2 0.125   1.02941276 8e+06 19326.72265
## 687   0.69122759  1.09  1.09   0.2 0.125   1.00574972 8e+06 19395.89735
## 688   0.69190559  1.09  1.09   0.2 0.125   1.06759008 8e+06 19262.13305
## 689   0.68679673  1.09  1.09   0.2 0.125   0.94859915 8e+06 19717.28073
## 690   0.69404289  1.09  1.09   0.2 0.125   0.95292687 8e+06 20198.79991
## 691   0.70951162  1.09  1.09   0.2 0.125   0.94362958 8e+06 20326.30762
## 692   0.70849365  1.09  1.09   0.2 0.125   1.11119518 8e+06 20347.23704
## 693   0.68852385  1.09  1.09   0.2 0.125   1.22830908 8e+06 20883.06848
## 694   0.68864572  1.09  1.09   0.2 0.125   1.34060942 8e+06 21340.35533
## 695   0.68489363  1.09  1.09   0.2 0.125   1.37170171 8e+06 21446.22273
## 696   0.68523282  1.09  1.09   0.2 0.125   1.41374520 8e+06 21872.05276
## 697   0.68919280  1.09  1.09   0.2 0.125   1.71890214 8e+06 22152.60705
## 698   0.67487323  1.09  1.09   0.2 0.125   1.50970388 8e+06 22249.52540
## 699   0.67248949  1.09  1.09   0.2 0.125   1.60947048 8e+06 22112.78216
## 700   0.68468256  1.09  1.09   0.2 0.125   1.64454330 8e+06 22220.40633
## 701   0.69048081  1.09  1.09   0.2 0.125   1.84159715 8e+06 22087.67893
## 702   0.66969808  1.09  1.09   0.2 0.125   1.97055212 8e+06 22739.41262
## 703   0.68729066  1.09  1.09   0.2 0.125   1.98412203 8e+06 22327.41825
## 704   0.68015564  1.09  1.09   0.2 0.125   2.23954165 8e+06 22618.63277
## 705   0.67862796  1.09  1.09   0.2 0.125   2.31426717 8e+06 22963.63244
## 706   0.68083855  1.09  1.09   0.2 0.125   2.29880765 8e+06 22998.14078
## 707   0.67485221  1.09  1.09   0.2 0.125   2.25372020 8e+06 23078.29759
## 708   0.67978267  1.09  1.09   0.2 0.125   2.23692366 8e+06 23702.81868
## 709   0.68287304  1.09  1.09   0.2 0.125   2.05626677 8e+06 24209.20096
## 710   0.68832687  1.09  1.09   0.2 0.125   2.04754665 8e+06 24404.48349
## 711   0.69166490  1.09  1.09   0.2 0.125   2.15542615 8e+06 24672.45378
## 712   0.70148616  1.09  1.09   0.2 0.125   2.07473086 8e+06 24901.15570
## 713   0.70982856  1.09  1.09   0.2 0.125   1.99401303 8e+06 24798.29463
## 714   0.70048443  1.09  1.09   0.2 0.125   2.09168609 8e+06 24821.91602
## 715   0.67301109  1.09  1.09   0.2 0.125   2.05709977 8e+06 24886.16873
## 716   0.68439490  1.09  1.09   0.2 0.125   2.47882037 8e+06 24989.24416
## 717   0.68517171  1.09  1.09   0.2 0.125   2.40011314 8e+06 25081.38821
## 718   0.68551702  1.09  1.09   0.2 0.125   2.50271123 8e+06 25192.08851
## 719   0.68571571  1.09  1.09   0.2 0.125   2.32263697 8e+06 25443.10022
## 720   0.68911938  1.09  1.09   0.2 0.125   2.19774451 8e+06 25871.34319
## 721   0.69074658  1.09  1.09   0.2 0.125   2.17158943 8e+06 25806.31189
## 722   0.69417807  1.09  1.09   0.2 0.125   2.14152868 8e+06 26199.14038
## 723   0.70044295  1.09  1.09   0.2 0.125   2.32270034 8e+06 26765.37135
## 724   0.69209455  1.09  1.09   0.2 0.125   2.61873881 8e+06 27030.98545
## 725   0.69340577  1.09  1.09   0.2 0.125   2.63648665 8e+06 27665.30444
## 726   0.69833413  1.09  1.09   0.2 0.125   2.54957571 8e+06 28286.17904
## 727   0.69029873  1.09  1.09   0.2 0.125   2.55361874 8e+06 28488.96750
## 728   0.69029873  1.09  1.09   0.2 0.125   2.55361874 8e+06 28488.96750
## 729   0.20531886  1.09  1.09   0.2 0.125   0.23588814 8e+06  5793.95072
## 730   0.20531886  1.09  1.09   0.2 0.125   0.23588814 8e+06  5793.95072
## 731   0.20792981  1.09  1.09   0.2 0.125   0.19652046 8e+06  5750.91456
## 732   0.18323968  1.09  1.09   0.2 0.125   0.19355179 8e+06  5888.75474
## 733   0.18337606  1.09  1.09   0.2 0.125   0.23835833 8e+06  5712.86803
## 734   0.16682048  1.09  1.09   0.2 0.125   0.27603345 8e+06  5459.92624
## 735   0.15398882  1.09  1.09   0.2 0.125   0.31541833 8e+06  5542.79486
## 736   0.12550095  1.09  1.09   0.2 0.125   0.27999616 8e+06  5637.12956
## 737   0.10795445  1.09  1.09   0.2 0.125   0.34040859 8e+06  5693.14071
## 738   0.09550715  1.09  1.09   0.2 0.125   0.41467535 8e+06  5624.66988
## 739   0.09903659  1.09  1.09   0.2 0.125   0.48730566 8e+06  5627.58643
## 740   0.09345421  1.09  1.09   0.2 0.125   0.58622206 8e+06  5594.42177
## 741   0.09384448  1.09  1.09   0.2 0.125   0.70551790 8e+06  5594.08468
## 742   0.10722796  1.09  1.09   0.2 0.125   0.90909392 8e+06  5638.89264
## 743   0.12165069  1.09  1.09   0.2 0.125   1.09897902 8e+06  5660.72384
## 744   0.12374525  1.09  1.09   0.2 0.125   1.26265659 8e+06  5643.33020
## 745   0.12799801  1.09  1.09   0.2 0.125   1.44139940 8e+06  5624.25071
## 746   0.11840241  1.09  1.09   0.2 0.125   1.39902834 8e+06  5635.87810
## 747   0.11854762  1.09  1.09   0.2 0.125   1.44971393 8e+06  5665.52044
## 748   0.11312652  1.09  1.09   0.2 0.125   1.44990891 8e+06  5695.00330
## 749   0.11220645  1.09  1.09   0.2 0.125   1.61653641 8e+06  5650.08030
## 750   0.12240924  1.09  1.09   0.2 0.125   1.53772032 8e+06  5630.53618
## 751   0.12272081  1.09  1.09   0.2 0.125   1.55126259 8e+06  5649.79456
## 752   0.12760875  1.09  1.09   0.2 0.125   1.52206348 8e+06  5654.46516
## 753   0.13460928  1.09  1.09   0.2 0.125   1.75226544 8e+06  5728.32691
## 754   0.13209425  1.09  1.09   0.2 0.125   1.82365267 8e+06  5770.50364
## 755   0.12717498  1.09  1.09   0.2 0.125   1.91983143 8e+06  5773.51113
## 756   0.12869863  1.09  1.09   0.2 0.125   2.12378088 8e+06  5778.16494
## 757   0.12530323  1.09  1.09   0.2 0.125   2.14840564 8e+06  5800.06610
## 758   0.13772143  1.09  1.09   0.2 0.125   2.55643090 8e+06  5734.14516
## 759   0.12086154  1.09  1.09   0.2 0.125   2.52115176 8e+06  5850.37896
## 760   0.11419562  1.09  1.09   0.2 0.125   2.68638370 8e+06  5858.75617
## 761   0.12884579  1.09  1.09   0.2 0.125   2.91376281 8e+06  5857.13812
## 762   0.12646427  1.09  1.09   0.2 0.125   2.83763360 8e+06  5820.79978
## 763   0.12822911  1.09  1.09   0.2 0.125   2.81829891 8e+06  5766.83887
## 764   0.13379663  1.09  1.09   0.2 0.125   2.41768765 8e+06  5696.12675
## 765   0.12772416  1.09  1.09   0.2 0.125   2.57463242 8e+06  5706.22010
## 766   0.12449981  1.09  1.09   0.2 0.125   2.45649892 8e+06  5753.84777
## 767   0.12350497  1.09  1.09   0.2 0.125   2.73602961 8e+06  5809.73073
## 768   0.11655134  1.09  1.09   0.2 0.125   3.10277144 8e+06  5896.16090
## 769   0.11413069  1.09  1.09   0.2 0.125   3.38105253 8e+06  5982.21671
## 770   0.11501759  1.09  1.09   0.2 0.125   3.70891623 8e+06  6053.03165
## 771   0.11619368  1.09  1.09   0.2 0.125   3.90555842 8e+06  6094.31594
## 772   0.11857650  1.09  1.09   0.2 0.125   3.93085353 8e+06  6111.40692
## 773   0.12189068  1.09  1.09   0.2 0.125   3.88903238 8e+06  6177.16349
## 774   0.11945844  1.09  1.09   0.2 0.125   3.89202775 8e+06  6169.21781
## 775   0.11923269  1.09  1.09   0.2 0.125   3.80819248 8e+06  6178.85282
## 776   0.11781745  1.09  1.09   0.2 0.125   3.92849391 8e+06  6192.71811
## 777   0.12154457  1.09  1.09   0.2 0.125   3.98814012 8e+06  6290.01540
## 778   0.12284636  1.09  1.09   0.2 0.125   4.05228444 8e+06  6394.72547
## 779   0.12615106  1.09  1.09   0.2 0.125   4.01014630 8e+06  6460.80866
## 780   0.12885608  1.09  1.09   0.2 0.125   4.04993103 8e+06  6485.90233
## 781   0.12885608  1.09  1.09   0.2 0.125   4.04993103 8e+06  6485.90233
## 782   0.13305151  1.09  1.09   0.2 0.125   4.07214618 8e+06  6496.53915
## 783   0.12850794  1.09  1.09   0.2 0.125   4.38946849 8e+06  6463.61537
## 784   0.12424735  1.09  1.09   0.2 0.125   4.31149696 8e+06  6517.86591
## 785   0.13001463  1.09  1.09   0.2 0.125   3.40836617 8e+06  6657.07360
## 786   0.11564542  1.09  1.09   0.2 0.125   3.80155875 8e+06  6631.20246
## 787   0.11583630  1.09  1.09   0.2 0.125   4.07341757 8e+06  6612.80328
## 788   0.10950492  1.09  1.09   0.2 0.125   3.98703790 8e+06  6669.73826
## 789   0.10877677  1.09  1.09   0.2 0.125   4.11658879 8e+06  6724.08232
## 790   0.10872930  1.09  1.09   0.2 0.125   4.01939730 8e+06  6768.19435
## 791   0.10497299  1.09  1.09   0.2 0.125   4.39213975 8e+06  6744.71704
## 792   0.11491376  1.09  1.09   0.2 0.125   3.95857099 8e+06  6944.07315
## 793   0.10831741  1.09  1.09   0.2 0.125   4.42310341 8e+06  6946.94413
## 794   0.10744201  1.09  1.09   0.2 0.125   4.09448391 8e+06  6958.87035
## 795   0.11276122  1.09  1.09   0.2 0.125   3.58002156 8e+06  7088.35367
## 796   0.11291022  1.09  1.09   0.2 0.125   3.34032910 8e+06  7075.39124
## 797   0.10961823  1.09  1.09   0.2 0.125   3.74990646 8e+06  7082.88225
## 798   0.11224606  1.09  1.09   0.2 0.125   3.43903781 8e+06  7289.82659
## 799   0.11390957  1.09  1.09   0.2 0.125   4.27970757 8e+06  7177.18362
## 800   0.11129827  1.09  1.09   0.2 0.125   3.81916922 8e+06  7297.81349
## 801   0.10546726  1.09  1.09   0.2 0.125   3.89660129 8e+06  7364.71191
## 802   0.10918789  1.09  1.09   0.2 0.125   3.32958521 8e+06  7504.68865
## 803   0.12459154  1.09  1.09   0.2 0.125   4.10674136 8e+06  7314.55503
## 804   0.12410831  1.09  1.09   0.2 0.125   4.35357920 8e+06  7291.62031
## 805   0.12364613  1.09  1.09   0.2 0.125   4.15024613 8e+06  7339.09077
## 806   0.12108311  1.09  1.09   0.2 0.125   3.74279263 8e+06  7342.96008
## 807   0.11801992  1.09  1.09   0.2 0.125   3.38927778 8e+06  7360.35122
## 808   0.11516969  1.09  1.09   0.2 0.125   3.39339945 8e+06  7470.34506
## 809   0.10844520  1.09  1.09   0.2 0.125   3.33217389 8e+06  7542.17330
## 810   0.11278329  1.09  1.09   0.2 0.125   3.29553061 8e+06  7575.91685
## 811   0.10979213  1.09  1.09   0.2 0.125   3.12811353 8e+06  7621.54147
## 812   0.10572854  1.09  1.09   0.2 0.125   3.10062690 8e+06  7631.49968
## 813   0.10281837  1.09  1.09   0.2 0.125   3.03092972 8e+06  7672.59586
## 814   0.10917097  1.09  1.09   0.2 0.125   3.31266494 8e+06  7710.15673
## 815   0.11096757  1.09  1.09   0.2 0.125   3.42606685 8e+06  7716.48231
## 816   0.10768277  1.09  1.09   0.2 0.125   3.54797909 8e+06  7701.37207
## 817   0.11824782  1.09  1.09   0.2 0.125   3.40778707 8e+06  7755.11859
## 818   0.11913048  1.09  1.09   0.2 0.125   3.58845947 8e+06  7808.92991
## 819   0.12148957  1.09  1.09   0.2 0.125   3.62315861 8e+06  7863.30132
## 820   0.11886408  1.09  1.09   0.2 0.125   3.48833398 8e+06  7877.86405
## 821   0.11742137  1.09  1.09   0.2 0.125   3.15810428 8e+06  7935.07591
## 822   0.12044031  1.09  1.09   0.2 0.125   3.34970304 8e+06  7952.62587
## 823   0.11698623  1.09  1.09   0.2 0.125   3.24744405 8e+06  8044.61550
## 824   0.12358176  1.09  1.09   0.2 0.125   3.08557322 8e+06  8118.48061
## 825   0.12034691  1.09  1.09   0.2 0.125   3.97930241 8e+06  7972.06258
## 826   0.11894477  1.09  1.09   0.2 0.125   3.73907099 8e+06  8039.62880
## 827   0.11929796  1.09  1.09   0.2 0.125   3.61933896 8e+06  8050.97133
## 828   0.12262667  1.09  1.09   0.2 0.125   3.42055443 8e+06  8175.51196
## 829   0.11880986  1.09  1.09   0.2 0.125   3.46855804 8e+06  8162.74121
## 830   0.11648438  1.09  1.09   0.2 0.125   3.31341858 8e+06  8131.91685
## 831   0.11404515  1.09  1.09   0.2 0.125   3.62536898 8e+06  8207.68087
## 832   0.11404515  1.09  1.09   0.2 0.125   3.62536898 8e+06  8207.68087
## 833   0.39369090  1.09  1.09   0.2 0.125   0.55098539 8e+06  6478.03339
## 834   0.39369090  1.09  1.09   0.2 0.125   0.55098539 8e+06  6478.03339
## 835   0.40824896  1.09  1.09   0.2 0.125   0.61138801 8e+06  6584.52093
## 836   0.46373514  1.09  1.09   0.2 0.125   0.72108147 8e+06  6598.19569
## 837   0.41065382  1.09  1.09   0.2 0.125   0.73901635 8e+06  6445.48048
## 838   0.48345162  1.09  1.09   0.2 0.125   0.87258078 8e+06  6476.23977
## 839   0.45917207  1.09  1.09   0.2 0.125   0.72624800 8e+06  6362.51580
## 840   0.38794855  1.09  1.09   0.2 0.125   0.77387950 8e+06  6534.80733
## 841   0.39548174  1.09  1.09   0.2 0.125   0.75104506 8e+06  6755.11548
## 842   0.34061284  1.09  1.09   0.2 0.125   0.84191052 8e+06  6782.94423
## 843   0.29511235  1.09  1.09   0.2 0.125   0.98397028 8e+06  6835.18367
## 844   0.25179397  1.09  1.09   0.2 0.125   1.14235714 8e+06  6897.95002
## 845   0.20865475  1.09  1.09   0.2 0.125   1.15356451 8e+06  6941.36669
## 846   0.19978146  1.09  1.09   0.2 0.125   1.12525114 8e+06  6951.49236
## 847   0.17910264  1.09  1.09   0.2 0.125   1.05251730 8e+06  6953.15861
## 848   0.17291586  1.09  1.09   0.2 0.125   1.19198144 8e+06  6971.79474
## 849   0.16386089  1.09  1.09   0.2 0.125   1.21120430 8e+06  6963.89793
## 850   0.15833232  1.09  1.09   0.2 0.125   1.27406475 8e+06  6964.48254
## 851   0.14587025  1.09  1.09   0.2 0.125   1.37044595 8e+06  7024.12266
## 852   0.13497246  1.09  1.09   0.2 0.125   1.42796177 8e+06  6955.56811
## 853   0.12814356  1.09  1.09   0.2 0.125   1.54516186 8e+06  6976.18280
## 854   0.12988930  1.09  1.09   0.2 0.125   1.79680062 8e+06  7008.27591
## 855   0.12773609  1.09  1.09   0.2 0.125   1.75088711 8e+06  7066.85188
## 856   0.12646874  1.09  1.09   0.2 0.125   1.78934120 8e+06  7086.77385
## 857   0.12919986  1.09  1.09   0.2 0.125   1.71360631 8e+06  7106.33152
## 858   0.12706354  1.09  1.09   0.2 0.125   1.61355045 8e+06  7076.22530
## 859   0.13489174  1.09  1.09   0.2 0.125   1.71590969 8e+06  7107.11832
## 860   0.12911785  1.09  1.09   0.2 0.125   1.86547535 8e+06  7114.85817
## 861   0.12429057  1.09  1.09   0.2 0.125   1.92085082 8e+06  7134.08808
## 862   0.12278966  1.09  1.09   0.2 0.125   1.88721417 8e+06  7201.64446
## 863   0.13047337  1.09  1.09   0.2 0.125   2.11667781 8e+06  7255.30253
## 864   0.12949887  1.09  1.09   0.2 0.125   2.18786030 8e+06  7271.37815
## 865   0.11955815  1.09  1.09   0.2 0.125   2.09281393 8e+06  7248.83393
## 866   0.11852699  1.09  1.09   0.2 0.125   2.19466508 8e+06  7225.25669
## 867   0.11824612  1.09  1.09   0.2 0.125   2.20492062 8e+06  7203.40129
## 868   0.11423846  1.09  1.09   0.2 0.125   2.22513168 8e+06  7184.73994
## 869   0.11110724  1.09  1.09   0.2 0.125   2.39145085 8e+06  7203.08389
## 870   0.11001610  1.09  1.09   0.2 0.125   2.35797229 8e+06  7088.49258
## 871   0.11153149  1.09  1.09   0.2 0.125   2.39170542 8e+06  7091.17481
## 872   0.11554292  1.09  1.09   0.2 0.125   2.70599743 8e+06  7190.38528
## 873   0.12173946  1.09  1.09   0.2 0.125   2.77034772 8e+06  7241.66572
## 874   0.12573262  1.09  1.09   0.2 0.125   3.01569501 8e+06  7305.63080
## 875   0.12335807  1.09  1.09   0.2 0.125   3.04845189 8e+06  7263.29195
## 876   0.12076975  1.09  1.09   0.2 0.125   2.88475181 8e+06  7275.15724
## 877   0.12098145  1.09  1.09   0.2 0.125   2.79381887 8e+06  7332.56295
## 878   0.12140993  1.09  1.09   0.2 0.125   3.00978782 8e+06  7321.01182
## 879   0.12460531  1.09  1.09   0.2 0.125   3.32003812 8e+06  7430.32620
## 880   0.12642067  1.09  1.09   0.2 0.125   4.07333113 8e+06  7459.90426
## 881   0.10939127  1.09  1.09   0.2 0.125   3.99617210 8e+06  7251.51795
## 882   0.11009669  1.09  1.09   0.2 0.125   4.02596026 8e+06  7341.12146
## 883   0.11099064  1.09  1.09   0.2 0.125   4.13388569 8e+06  7461.00676
## 884   0.11844786  1.09  1.09   0.2 0.125   3.79545139 8e+06  7462.11319
## 885   0.11844786  1.09  1.09   0.2 0.125   3.79545139 8e+06  7462.11319
## 886   0.12086203  1.09  1.09   0.2 0.125   3.80824915 8e+06  7500.29617
## 887   0.11832412  1.09  1.09   0.2 0.125   3.97902496 8e+06  7503.11182
## 888   0.11992216  1.09  1.09   0.2 0.125   3.82958030 8e+06  7469.69512
## 889   0.11872391  1.09  1.09   0.2 0.125   4.08806255 8e+06  7454.45793
## 890   0.11111541  1.09  1.09   0.2 0.125   4.05337658 8e+06  7473.37366
## 891   0.11635777  1.09  1.09   0.2 0.125   4.15819692 8e+06  7509.20165
## 892   0.11193631  1.09  1.09   0.2 0.125   4.52857060 8e+06  7577.27526
## 893   0.11135362  1.09  1.09   0.2 0.125   4.96438345 8e+06  7525.49020
## 894   0.11332354  1.09  1.09   0.2 0.125   4.65901341 8e+06  7644.37825
## 895   0.12084941  1.09  1.09   0.2 0.125   4.41720628 8e+06  7676.77931
## 896   0.11408390  1.09  1.09   0.2 0.125   4.43483447 8e+06  7616.64562
## 897   0.11551441  1.09  1.09   0.2 0.125   4.31115487 8e+06  7675.37856
## 898   0.11737744  1.09  1.09   0.2 0.125   4.03216001 8e+06  7652.16843
## 899   0.11338837  1.09  1.09   0.2 0.125   4.21063478 8e+06  7604.95647
## 900   0.11289513  1.09  1.09   0.2 0.125   4.36273436 8e+06  7638.68324
## 901   0.11890769  1.09  1.09   0.2 0.125   4.53230809 8e+06  7683.65047
## 902   0.12222179  1.09  1.09   0.2 0.125   5.19546858 8e+06  7716.50173
## 903   0.11311473  1.09  1.09   0.2 0.125   5.63473540 8e+06  7707.24998
## 904   0.12098377  1.09  1.09   0.2 0.125   5.76495631 8e+06  7744.60366
## 905   0.11707932  1.09  1.09   0.2 0.125   6.20366470 8e+06  7818.98697
## 906   0.11336099  1.09  1.09   0.2 0.125   6.71867286 8e+06  7904.49040
## 907   0.11918909  1.09  1.09   0.2 0.125   6.44479880 8e+06  7965.97085
## 908   0.11971335  1.09  1.09   0.2 0.125   6.40884687 8e+06  8016.94691
## 909   0.11938632  1.09  1.09   0.2 0.125   6.50999873 8e+06  8017.69046
## 910   0.11450387  1.09  1.09   0.2 0.125   6.56772857 8e+06  8035.29373
## 911   0.11573379  1.09  1.09   0.2 0.125   6.54469259 8e+06  8044.60533
## 912   0.12515628  1.09  1.09   0.2 0.125   6.22136557 8e+06  8156.31941
## 913   0.12532064  1.09  1.09   0.2 0.125   6.15124665 8e+06  8247.73116
## 914   0.12109397  1.09  1.09   0.2 0.125   5.99401291 8e+06  8298.28328
## 915   0.12277333  1.09  1.09   0.2 0.125   5.84006877 8e+06  8376.91472
## 916   0.12472681  1.09  1.09   0.2 0.125   5.65253484 8e+06  8606.04393
## 917   0.12901875  1.09  1.09   0.2 0.125   5.43333650 8e+06  8759.99018
## 918   0.12713249  1.09  1.09   0.2 0.125   5.42940171 8e+06  8792.24410
## 919   0.12436987  1.09  1.09   0.2 0.125   5.33827638 8e+06  8852.02988
## 920   0.12660048  1.09  1.09   0.2 0.125   5.44576574 8e+06  8824.82024
## 921   0.12584152  1.09  1.09   0.2 0.125   5.58165267 8e+06  8791.64667
## 922   0.12332177  1.09  1.09   0.2 0.125   5.70474658 8e+06  8755.54732
## 923   0.12811056  1.09  1.09   0.2 0.125   5.77599002 8e+06  8745.26361
## 924   0.12701860  1.09  1.09   0.2 0.125   5.43754695 8e+06  8721.91850
## 925   0.12829514  1.09  1.09   0.2 0.125   5.60474844 8e+06  8807.50415
## 926   0.12941484  1.09  1.09   0.2 0.125   5.96273963 8e+06  8918.36226
## 927   0.13291719  1.09  1.09   0.2 0.125   6.16498179 8e+06  9007.07468
## 928   0.13558089  1.09  1.09   0.2 0.125   5.98776815 8e+06  9091.15797
## 929   0.12640663  1.09  1.09   0.2 0.125   6.50911812 8e+06  9168.12556
## 930   0.12383559  1.09  1.09   0.2 0.125   7.20124019 8e+06  9159.18417
## 931   0.12399290  1.09  1.09   0.2 0.125   7.48422994 8e+06  9271.55564
## 932   0.12704458  1.09  1.09   0.2 0.125   7.00237111 8e+06  9425.01474
## 933   0.13306795  1.09  1.09   0.2 0.125   7.17805028 8e+06  9601.30352
## 934   0.13207473  1.09  1.09   0.2 0.125   7.46569397 8e+06  9727.70519
## 935   0.13626971  1.09  1.09   0.2 0.125   8.16297194 8e+06  9743.44114
## 936   0.13626971  1.09  1.09   0.2 0.125   8.16297194 8e+06  9743.44114
## 937   0.13153204  1.09  1.09   0.2 0.125   0.60094582 8e+06 13049.66508
## 938   0.13153204  1.09  1.09   0.2 0.125   0.60094582 8e+06 13049.66508
## 939   0.12012000  1.09  1.09   0.2 0.125   0.58311204 8e+06 12984.47032
## 940   0.09868734  1.09  1.09   0.2 0.125   0.56880520 8e+06 13402.65927
## 941   0.09987824  1.09  1.09   0.2 0.125   0.67064880 8e+06 13657.15037
## 942   0.10226403  1.09  1.09   0.2 0.125   0.72221496 8e+06 13652.36301
## 943   0.10514035  1.09  1.09   0.2 0.125   0.82534752 8e+06 13549.39726
## 944   0.09998387  1.09  1.09   0.2 0.125   0.92881905 8e+06 13571.40060
## 945   0.10136049  1.09  1.09   0.2 0.125   1.01264941 8e+06 13550.42779
## 946   0.10772458  1.09  1.09   0.2 0.125   1.17560556 8e+06 13587.15064
## 947   0.11083322  1.09  1.09   0.2 0.125   1.34486832 8e+06 13605.32854
## 948   0.11240418  1.09  1.09   0.2 0.125   1.44988775 8e+06 13513.18792
## 949   0.11776284  1.09  1.09   0.2 0.125   1.53639628 8e+06 13231.76823
## 950   0.12474377  1.09  1.09   0.2 0.125   1.50337508 8e+06 13251.34957
## 951   0.13174310  1.09  1.09   0.2 0.125   1.65689154 8e+06 13230.01331
## 952   0.13681322  1.09  1.09   0.2 0.125   1.69910337 8e+06 13338.03589
## 953   0.13499225  1.09  1.09   0.2 0.125   1.73976199 8e+06 13371.31147
## 954   0.13914391  1.09  1.09   0.2 0.125   1.79236132 8e+06 13438.28765
## 955   0.13788200  1.09  1.09   0.2 0.125   1.82362744 8e+06 13661.50706
## 956   0.13844716  1.09  1.09   0.2 0.125   2.92051129 8e+06 13492.75286
## 957   0.14113502  1.09  1.09   0.2 0.125   3.16462549 8e+06 13443.49320
## 958   0.13921835  1.09  1.09   0.2 0.125   2.94431414 8e+06 13469.77442
## 959   0.13558541  1.09  1.09   0.2 0.125   3.11392674 8e+06 13474.35565
## 960   0.13697320  1.09  1.09   0.2 0.125   3.46209501 8e+06 13471.99578
## 961   0.13107367  1.09  1.09   0.2 0.125   3.70013777 8e+06 13510.28597
## 962   0.13585964  1.09  1.09   0.2 0.125   3.91199417 8e+06 13585.70506
## 963   0.13381538  1.09  1.09   0.2 0.125   3.94820457 8e+06 13532.62623
## 964   0.13853016  1.09  1.09   0.2 0.125   4.08525081 8e+06 13466.88327
## 965   0.13698931  1.09  1.09   0.2 0.125   4.26157700 8e+06 13406.50926
## 966   0.13836976  1.09  1.09   0.2 0.125   4.30731609 8e+06 13688.81753
## 967   0.13964624  1.09  1.09   0.2 0.125   4.28003553 8e+06 13740.31011
## 968   0.13470895  1.09  1.09   0.2 0.125   3.66355574 8e+06 13857.85229
## 969   0.12966797  1.09  1.09   0.2 0.125   3.76681475 8e+06 13798.65324
## 970   0.12556806  1.09  1.09   0.2 0.125   4.07331791 8e+06 13815.15547
## 971   0.13306128  1.09  1.09   0.2 0.125   4.20316358 8e+06 13958.53859
## 972   0.13809373  1.09  1.09   0.2 0.125   4.44527382 8e+06 14097.38409
## 973   0.13710310  1.09  1.09   0.2 0.125   4.04506439 8e+06 14203.85332
## 974   0.13526673  1.09  1.09   0.2 0.125   4.16916409 8e+06 14298.25963
## 975   0.13531136  1.09  1.09   0.2 0.125   4.40036803 8e+06 14337.20051
## 976   0.13971566  1.09  1.09   0.2 0.125   4.60538695 8e+06 14396.35988
## 977   0.14425913  1.09  1.09   0.2 0.125   4.59205516 8e+06 14629.31197
## 978   0.13884154  1.09  1.09   0.2 0.125   4.66487226 8e+06 14931.97647
## 979   0.13980529  1.09  1.09   0.2 0.125   4.65524372 8e+06 14900.29389
## 980   0.14014941  1.09  1.09   0.2 0.125   4.71381472 8e+06 15033.38664
## 981   0.14119270  1.09  1.09   0.2 0.125   4.64959662 8e+06 15241.53611
## 982   0.14065516  1.09  1.09   0.2 0.125   5.10185567 8e+06 15570.83825
## 983   0.14118178  1.09  1.09   0.2 0.125   5.37162365 8e+06 15882.84809
## 984   0.14064847  1.09  1.09   0.2 0.125   5.58546452 8e+06 16014.05413
## 985   0.13785545  1.09  1.09   0.2 0.125   5.73785419 8e+06 16103.56782
## 986   0.13635782  1.09  1.09   0.2 0.125   5.89783179 8e+06 16177.50535
## 987   0.14077553  1.09  1.09   0.2 0.125   5.96436196 8e+06 16199.81878
## 988   0.14137748  1.09  1.09   0.2 0.125   6.34696431 8e+06 16240.23938
## 989   0.14137748  1.09  1.09   0.2 0.125   6.34696431 8e+06 16240.23938
## 990   0.14500680  1.09  1.09   0.2 0.125   6.31967177 8e+06 16276.25506
## 991   0.14530066  1.09  1.09   0.2 0.125   6.45385284 8e+06 16224.93879
## 992   0.15057890  1.09  1.09   0.2 0.125   6.33720236 8e+06 16267.10746
## 993   0.14806758  1.09  1.09   0.2 0.125   6.24053971 8e+06 16449.24697
## 994   0.14288271  1.09  1.09   0.2 0.125   6.12269408 8e+06 16423.61298
## 995   0.14370126  1.09  1.09   0.2 0.125   5.40074928 8e+06 16775.86746
## 996   0.14472099  1.09  1.09   0.2 0.125   5.44342882 8e+06 17141.77583
## 997   0.13768794  1.09  1.09   0.2 0.125   5.30837104 8e+06 17347.98281
## 998   0.14241159  1.09  1.09   0.2 0.125   3.75525979 8e+06 17809.12803
## 999   0.14184004  1.09  1.09   0.2 0.125   3.27874429 8e+06 18097.60231
## 1000  0.12870915  1.09  1.09   0.2 0.125   2.35541056 8e+06 17977.64641
## 1001  0.13688699  1.09  1.09   0.2 0.125   2.39652394 8e+06 18266.45324
## 1002  0.14953248  1.09  1.09   0.2 0.125   2.61091556 8e+06 19223.24651
## 1003  0.14849273  1.09  1.09   0.2 0.125   2.62952396 8e+06 19576.57109
## 1004  0.15343061  1.09  1.09   0.2 0.125   2.50932480 8e+06 20231.34285
## 1005  0.15805109  1.09  1.09   0.2 0.125   2.34752620 8e+06 20841.50659
## 1006  0.16303470  1.09  1.09   0.2 0.125   2.30037051 8e+06 20954.65331
## 1007  0.16624457  1.09  1.09   0.2 0.125   2.37770962 8e+06 21094.51353
## 1008  0.16096907  1.09  1.09   0.2 0.125   2.67637453 8e+06 21219.37250
## 1009  0.16135369  1.09  1.09   0.2 0.125   2.68441985 8e+06 21570.36247
## 1010  0.16807867  1.09  1.09   0.2 0.125   2.52976531 8e+06 21618.33115
## 1011  0.16848751  1.09  1.09   0.2 0.125   2.39116607 8e+06 21615.42371
## 1012  0.16559465  1.09  1.09   0.2 0.125   2.51682741 8e+06 21604.37724
## 1013  0.16724599  1.09  1.09   0.2 0.125   2.78220425 8e+06 21512.40940
## 1014  0.16606644  1.09  1.09   0.2 0.125   2.68647467 8e+06 21773.77355
## 1015  0.16613374  1.09  1.09   0.2 0.125   3.00065409 8e+06 21684.18020
## 1016  0.16307720  1.09  1.09   0.2 0.125   2.92204980 8e+06 21734.57876
## 1017  0.16450657  1.09  1.09   0.2 0.125   3.04787357 8e+06 21837.59404
## 1018  0.16346478  1.09  1.09   0.2 0.125   3.21892663 8e+06 21972.44379
## 1019  0.16169030  1.09  1.09   0.2 0.125   3.79668344 8e+06 22057.72034
## 1020  0.15657782  1.09  1.09   0.2 0.125   4.17967291 8e+06 22106.77798
## 1021  0.15783094  1.09  1.09   0.2 0.125   4.50020318 8e+06 22069.51256
## 1022  0.15358521  1.09  1.09   0.2 0.125   4.47565881 8e+06 22138.97963
## 1023  0.15835779  1.09  1.09   0.2 0.125   4.61597838 8e+06 22315.86761
## 1024  0.15786362  1.09  1.09   0.2 0.125   4.77286109 8e+06 22513.73450
## 1025  0.16331323  1.09  1.09   0.2 0.125   5.06961876 8e+06 22539.73180
## 1026  0.16114193  1.09  1.09   0.2 0.125   4.73679632 8e+06 22707.40235
## 1027  0.17086579  1.09  1.09   0.2 0.125   5.33114950 8e+06 22364.89636
## 1028  0.16116292  1.09  1.09   0.2 0.125   4.99630600 8e+06 22696.71556
## 1029  0.16810624  1.09  1.09   0.2 0.125   5.25235497 8e+06 22764.79044
## 1030  0.17042751  1.09  1.09   0.2 0.125   5.35742384 8e+06 22968.72376
## 1031  0.17131204  1.09  1.09   0.2 0.125   4.96926357 8e+06 23129.10305
## 1032  0.17057810  1.09  1.09   0.2 0.125   4.74735955 8e+06 23169.31501
## 1033  0.16810304  1.09  1.09   0.2 0.125   4.56260048 8e+06 23172.02673
## 1034  0.16843512  1.09  1.09   0.2 0.125   4.75987646 8e+06 23447.61418
## 1035  0.16923469  1.09  1.09   0.2 0.125   5.36504071 8e+06 23769.32675
## 1036  0.17137422  1.09  1.09   0.2 0.125   5.41401029 8e+06 23954.23232
## 1037  0.17128387  1.09  1.09   0.2 0.125   5.56986846 8e+06 23973.43146
## 1038  0.16957483  1.09  1.09   0.2 0.125   5.02211812 8e+06 23809.18782
## 1039  0.16626051  1.09  1.09   0.2 0.125   4.45443841 8e+06 23858.67531
## 1040  0.16626051  1.09  1.09   0.2 0.125   4.45443841 8e+06 23858.67531
## 1041  0.30920532  1.09  1.09   0.2 0.125   0.54021871 8e+06 17365.45566
## 1042  0.30920532  1.09  1.09   0.2 0.125   0.54021871 8e+06 17365.45566
## 1043  0.36730117  1.09  1.09   0.2 0.125   0.57544388 8e+06 17458.01154
## 1044  0.36305098  1.09  1.09   0.2 0.125   0.45613087 8e+06 17740.78690
## 1045  0.27748378  1.09  1.09   0.2 0.125   0.46441349 8e+06 17581.75082
## 1046  0.22399223  1.09  1.09   0.2 0.125   0.43914253 8e+06 17515.86706
## 1047  0.16757306  1.09  1.09   0.2 0.125   0.43329370 8e+06 17526.26022
## 1048  0.13034487  1.09  1.09   0.2 0.125   0.43390231 8e+06 17701.83570
## 1049  0.11056641  1.09  1.09   0.2 0.125   0.52572204 8e+06 17380.77122
## 1050  0.10968035  1.09  1.09   0.2 0.125   0.61024735 8e+06 17477.99431
## 1051  0.10375485  1.09  1.09   0.2 0.125   0.76090561 8e+06 17663.99331
## 1052  0.10460518  1.09  1.09   0.2 0.125   0.85123523 8e+06 17626.68891
## 1053  0.10501872  1.09  1.09   0.2 0.125   0.93768536 8e+06 17877.08352
## 1054  0.11391785  1.09  1.09   0.2 0.125   1.00614375 8e+06 18344.87593
## 1055  0.11288387  1.09  1.09   0.2 0.125   1.07663202 8e+06 18567.87129
## 1056  0.11522697  1.09  1.09   0.2 0.125   1.14775053 8e+06 18628.95529
## 1057  0.11963408  1.09  1.09   0.2 0.125   1.21812168 8e+06 18485.84125
## 1058  0.12013076  1.09  1.09   0.2 0.125   1.53105578 8e+06 18492.34849
## 1059  0.11130549  1.09  1.09   0.2 0.125   1.76133626 8e+06 18668.84962
## 1060  0.11376667  1.09  1.09   0.2 0.125   2.07566622 8e+06 18672.54526
## 1061  0.12001407  1.09  1.09   0.2 0.125   2.08040496 8e+06 18952.56206
## 1062  0.12103949  1.09  1.09   0.2 0.125   2.18570225 8e+06 18974.09313
## 1063  0.12508844  1.09  1.09   0.2 0.125   2.21130932 8e+06 18777.53394
## 1064  0.12750380  1.09  1.09   0.2 0.125   2.79305590 8e+06 18941.28379
## 1065  0.13251157  1.09  1.09   0.2 0.125   2.94283338 8e+06 19218.22881
## 1066  0.13075928  1.09  1.09   0.2 0.125   2.82701062 8e+06 19381.96588
## 1067  0.12363982  1.09  1.09   0.2 0.125   2.52931053 8e+06 19544.18408
## 1068  0.12817253  1.09  1.09   0.2 0.125   2.43708826 8e+06 19714.93868
## 1069  0.12977541  1.09  1.09   0.2 0.125   2.30667355 8e+06 19764.28564
## 1070  0.13477556  1.09  1.09   0.2 0.125   2.55751106 8e+06 20053.62393
## 1071  0.13245847  1.09  1.09   0.2 0.125   2.56094789 8e+06 20096.23372
## 1072  0.13393300  1.09  1.09   0.2 0.125   2.59519304 8e+06 19930.17179
## 1073  0.13404269  1.09  1.09   0.2 0.125   2.72196145 8e+06 19929.92152
## 1074  0.13094586  1.09  1.09   0.2 0.125   2.67982702 8e+06 20061.76329
## 1075  0.13002245  1.09  1.09   0.2 0.125   2.69454936 8e+06 20098.40495
## 1076  0.13338879  1.09  1.09   0.2 0.125   2.88062385 8e+06 20140.34745
## 1077  0.13627467  1.09  1.09   0.2 0.125   2.76410858 8e+06 20614.42431
## 1078  0.13442656  1.09  1.09   0.2 0.125   2.84128990 8e+06 20794.81420
## 1079  0.13866140  1.09  1.09   0.2 0.125   2.94807728 8e+06 21035.77133
## 1080  0.14070180  1.09  1.09   0.2 0.125   3.17879389 8e+06 20953.03956
## 1081  0.13692869  1.09  1.09   0.2 0.125   3.20181515 8e+06 20990.73577
## 1082  0.13266812  1.09  1.09   0.2 0.125   3.60826911 8e+06 21143.32546
## 1083  0.13439366  1.09  1.09   0.2 0.125   3.71096082 8e+06 21297.33177
## 1084  0.13551896  1.09  1.09   0.2 0.125   4.03060739 8e+06 21522.45976
## 1085  0.13564780  1.09  1.09   0.2 0.125   3.60301672 8e+06 21744.80849
## 1086  0.13465257  1.09  1.09   0.2 0.125   3.34013817 8e+06 22000.11910
## 1087  0.13433211  1.09  1.09   0.2 0.125   3.19481480 8e+06 22047.90585
## 1088  0.13622147  1.09  1.09   0.2 0.125   3.00546441 8e+06 22063.73406
## 1089  0.13612812  1.09  1.09   0.2 0.125   2.95481317 8e+06 22120.21881
## 1090  0.13656861  1.09  1.09   0.2 0.125   2.97140940 8e+06 22116.15089
## 1091  0.13976728  1.09  1.09   0.2 0.125   2.97549211 8e+06 22071.52961
## 1092  0.13979673  1.09  1.09   0.2 0.125   3.21080912 8e+06 22063.17688
## 1093  0.13979673  1.09  1.09   0.2 0.125   3.21080912 8e+06 22063.17688
## 1094  0.14074353  1.09  1.09   0.2 0.125   3.18231994 8e+06 22078.68620
## 1095  0.14005525  1.09  1.09   0.2 0.125   3.17551488 8e+06 22065.68204
## 1096  0.14935716  1.09  1.09   0.2 0.125   3.21665889 8e+06 22186.88689
## 1097  0.14682827  1.09  1.09   0.2 0.125   3.30526842 8e+06 22266.73295
## 1098  0.14703348  1.09  1.09   0.2 0.125   3.78105064 8e+06 22123.65628
## 1099  0.14124485  1.09  1.09   0.2 0.125   3.60286496 8e+06 22267.23626
## 1100  0.13957584  1.09  1.09   0.2 0.125   3.86723126 8e+06 22477.21897
## 1101  0.14069949  1.09  1.09   0.2 0.125   4.54568886 8e+06 22480.52986
## 1102  0.14433439  1.09  1.09   0.2 0.125   4.89626450 8e+06 22749.05961
## 1103  0.14309039  1.09  1.09   0.2 0.125   5.35893036 8e+06 22962.46352
## 1104  0.14856874  1.09  1.09   0.2 0.125   4.67654178 8e+06 23039.52627
## 1105  0.14696118  1.09  1.09   0.2 0.125   4.74673477 8e+06 23027.36569
## 1106  0.13998299  1.09  1.09   0.2 0.125   5.59054962 8e+06 23322.81438
## 1107  0.13621628  1.09  1.09   0.2 0.125   6.49383781 8e+06 23323.70350
## 1108  0.13545684  1.09  1.09   0.2 0.125   6.53764985 8e+06 23360.23049
## 1109  0.13864996  1.09  1.09   0.2 0.125   6.78381516 8e+06 23453.09531
## 1110  0.13256231  1.09  1.09   0.2 0.125   6.49804011 8e+06 23544.82279
## 1111  0.13552437  1.09  1.09   0.2 0.125   6.63294959 8e+06 23352.23037
## 1112  0.13942091  1.09  1.09   0.2 0.125   6.87467922 8e+06 23297.64892
## 1113  0.13691465  1.09  1.09   0.2 0.125   7.50222196 8e+06 23192.77988
## 1114  0.13799654  1.09  1.09   0.2 0.125   7.90011630 8e+06 23312.56567
## 1115  0.13884857  1.09  1.09   0.2 0.125   8.40482298 8e+06 23546.33958
## 1116  0.13422151  1.09  1.09   0.2 0.125   8.94198557 8e+06 23974.85782
## 1117  0.13675004  1.09  1.09   0.2 0.125   9.77355967 8e+06 23955.90790
## 1118  0.13996271  1.09  1.09   0.2 0.125   9.25772642 8e+06 23927.60112
## 1119  0.13283818  1.09  1.09   0.2 0.125   9.70116337 8e+06 24319.43118
## 1120  0.13442286  1.09  1.09   0.2 0.125  10.28452769 8e+06 24251.79533
## 1121  0.14002414  1.09  1.09   0.2 0.125  10.39467625 8e+06 24904.18604
## 1122  0.13250280  1.09  1.09   0.2 0.125  10.34636423 8e+06 25579.24624
## 1123  0.13688715  1.09  1.09   0.2 0.125  10.21872945 8e+06 25695.88947
## 1124  0.13835463  1.09  1.09   0.2 0.125  10.83195026 8e+06 26724.72594
## 1125  0.13853395  1.09  1.09   0.2 0.125  10.33543601 8e+06 26588.59054
## 1126  0.14362954  1.09  1.09   0.2 0.125  10.47175803 8e+06 26930.22050
## 1127  0.14870273  1.09  1.09   0.2 0.125  10.94652587 8e+06 27049.45072
## 1128  0.14959798  1.09  1.09   0.2 0.125  11.19790545 8e+06 27391.14302
## 1129  0.14678283  1.09  1.09   0.2 0.125  12.21568070 8e+06 27542.29162
## 1130  0.14761488  1.09  1.09   0.2 0.125  13.71463735 8e+06 27776.10144
## 1131  0.15039746  1.09  1.09   0.2 0.125  15.02378078 8e+06 28742.77656
## 1132  0.15276246  1.09  1.09   0.2 0.125  16.92659192 8e+06 28895.25269
## 1133  0.15487229  1.09  1.09   0.2 0.125  19.77436794 8e+06 28969.03819
## 1134  0.15651607  1.09  1.09   0.2 0.125  22.16360527 8e+06 29404.65076
## 1135  0.15641410  1.09  1.09   0.2 0.125  22.93520634 8e+06 29547.74246
## 1136  0.15701263  1.09  1.09   0.2 0.125  24.77208057 8e+06 29843.11088
## 1137  0.15611428  1.09  1.09   0.2 0.125  24.39504941 8e+06 29792.69184
## 1138  0.15107764  1.09  1.09   0.2 0.125  24.10244422 8e+06 29757.85188
## 1139  0.14575532  1.09  1.09   0.2 0.125  25.36045847 8e+06 29780.70847
## 1140  0.14795867  1.09  1.09   0.2 0.125  27.91166345 8e+06 29980.50370
## 1141  0.15067820  1.09  1.09   0.2 0.125  29.96405148 8e+06 30030.21111
## 1142  0.15454195  1.09  1.09   0.2 0.125  29.75196175 8e+06 30252.78352
## 1143  0.15787720  1.09  1.09   0.2 0.125  31.31967268 8e+06 30356.10011
## 1144  0.15787720  1.09  1.09   0.2 0.125  31.31967268 8e+06 30356.10011
## 1145  0.28391686  1.09  1.09   0.2 0.125   0.47288786 8e+06 13775.84341
## 1146  0.28391686  1.09  1.09   0.2 0.125   0.47288786 8e+06 13775.84341
## 1147  0.22614357  1.09  1.09   0.2 0.125   0.32899438 8e+06 13681.82416
## 1148  0.23089055  1.09  1.09   0.2 0.125   0.32537008 8e+06 13913.84873
## 1149  0.27066939  1.09  1.09   0.2 0.125   0.30779612 8e+06 13597.27761
## 1150  0.28113927  1.09  1.09   0.2 0.125   0.25680248 8e+06 14776.99535
## 1151  0.40277902  1.09  1.09   0.2 0.125   0.23248993 8e+06 14939.52883
## 1152  0.36653608  1.09  1.09   0.2 0.125   0.27452685 8e+06 14581.80944
## 1153  0.39644811  1.09  1.09   0.2 0.125   0.26578869 8e+06 14749.72413
## 1154  0.43692556  1.09  1.09   0.2 0.125   0.22266554 8e+06 14791.14160
## 1155  0.48365097  1.09  1.09   0.2 0.125   0.25704461 8e+06 14822.80949
## 1156  0.50201994  1.09  1.09   0.2 0.125   0.27257739 8e+06 15652.04052
## 1157  0.46774812  1.09  1.09   0.2 0.125   0.28471500 8e+06 15850.43337
## 1158  0.45098303  1.09  1.09   0.2 0.125   0.31601966 8e+06 16005.21365
## 1159  0.42923900  1.09  1.09   0.2 0.125   0.37551417 8e+06 15859.37277
## 1160  0.37889131  1.09  1.09   0.2 0.125   0.44005500 8e+06 15575.92243
## 1161  0.37324793  1.09  1.09   0.2 0.125   0.46336524 8e+06 15369.57713
## 1162  0.35020276  1.09  1.09   0.2 0.125   0.48716105 8e+06 15188.31119
## 1163  0.33041137  1.09  1.09   0.2 0.125   0.67824554 8e+06 15188.94193
## 1164  0.33013057  1.09  1.09   0.2 0.125   0.75733534 8e+06 15142.17295
## 1165  0.32786515  1.09  1.09   0.2 0.125   0.76262807 8e+06 14446.14391
## 1166  0.32394772  1.09  1.09   0.2 0.125   0.80769009 8e+06 14128.39792
## 1167  0.31951448  1.09  1.09   0.2 0.125   0.95592122 8e+06 14066.75568
## 1168  0.32826420  1.09  1.09   0.2 0.125   1.07225382 8e+06 13956.50029
## 1169  0.32128001  1.09  1.09   0.2 0.125   1.11073347 8e+06 13792.26788
## 1170  0.33240683  1.09  1.09   0.2 0.125   1.17974625 8e+06 13562.81673
## 1171  0.32643852  1.09  1.09   0.2 0.125   1.21595011 8e+06 13441.62850
## 1172  0.31040080  1.09  1.09   0.2 0.125   1.20983828 8e+06 13312.81401
## 1173  0.32199066  1.09  1.09   0.2 0.125   1.11348820 8e+06 12991.68084
## 1174  0.33653610  1.09  1.09   0.2 0.125   1.16762244 8e+06 12852.23907
## 1175  0.33422062  1.09  1.09   0.2 0.125   1.38998679 8e+06 12784.12288
## 1176  0.34390750  1.09  1.09   0.2 0.125   1.44095930 8e+06 12735.37219
## 1177  0.32654668  1.09  1.09   0.2 0.125   1.54942023 8e+06 12730.44532
## 1178  0.31691578  1.09  1.09   0.2 0.125   1.72941167 8e+06 12855.40080
## 1179  0.31577239  1.09  1.09   0.2 0.125   1.88013580 8e+06 12981.67894
## 1180  0.32214770  1.09  1.09   0.2 0.125   2.08600925 8e+06 12790.85802
## 1181  0.32405717  1.09  1.09   0.2 0.125   2.20729958 8e+06 12887.11806
## 1182  0.32737229  1.09  1.09   0.2 0.125   2.23511178 8e+06 12776.70794
## 1183  0.33282328  1.09  1.09   0.2 0.125   2.25065561 8e+06 12635.06443
## 1184  0.32814674  1.09  1.09   0.2 0.125   2.26934949 8e+06 12379.53109
## 1185  0.32549044  1.09  1.09   0.2 0.125   2.41361162 8e+06 12308.82620
## 1186  0.31651508  1.09  1.09   0.2 0.125   2.55056512 8e+06 12350.76570
## 1187  0.31674881  1.09  1.09   0.2 0.125   2.52362510 8e+06 12385.06104
## 1188  0.32591122  1.09  1.09   0.2 0.125   2.68801808 8e+06 12223.34381
## 1189  0.33156974  1.09  1.09   0.2 0.125   2.66887806 8e+06 12137.14377
## 1190  0.33689325  1.09  1.09   0.2 0.125   2.91195168 8e+06 12142.57860
## 1191  0.32403171  1.09  1.09   0.2 0.125   3.14128475 8e+06 12026.32245
## 1192  0.32383407  1.09  1.09   0.2 0.125   3.30618153 8e+06 11980.57912
## 1193  0.32572870  1.09  1.09   0.2 0.125   3.37097485 8e+06 12049.90010
## 1194  0.32842995  1.09  1.09   0.2 0.125   3.50554742 8e+06 12017.09473
## 1195  0.32266934  1.09  1.09   0.2 0.125   3.62461769 8e+06 11863.17222
## 1196  0.33046590  1.09  1.09   0.2 0.125   3.54556270 8e+06 11702.93042
## 1197  0.33046590  1.09  1.09   0.2 0.125   3.54556270 8e+06 11702.93042
## 1198  0.32310873  1.09  1.09   0.2 0.125   3.50756711 8e+06 11663.68969
## 1199  0.33202565  1.09  1.09   0.2 0.125   3.55358921 8e+06 11744.48469
## 1200  0.32538443  1.09  1.09   0.2 0.125   3.42442463 8e+06 11734.83142
## 1201  0.32130357  1.09  1.09   0.2 0.125   3.30107798 8e+06 11652.20391
## 1202  0.31698282  1.09  1.09   0.2 0.125   3.32753503 8e+06 11796.46689
## 1203  0.31750595  1.09  1.09   0.2 0.125   3.34286492 8e+06 11871.45704
## 1204  0.31958702  1.09  1.09   0.2 0.125   2.70116213 8e+06 11743.19268
## 1205  0.31654607  1.09  1.09   0.2 0.125   2.88098370 8e+06 11696.71226
## 1206  0.32872871  1.09  1.09   0.2 0.125   2.87406117 8e+06 11630.03381
## 1207  0.32299432  1.09  1.09   0.2 0.125   3.52782787 8e+06 11425.10210
## 1208  0.32348312  1.09  1.09   0.2 0.125   3.85739322 8e+06 11263.33540
## 1209  0.32311946  1.09  1.09   0.2 0.125   3.89040424 8e+06 11090.00287
## 1210  0.32780095  1.09  1.09   0.2 0.125   4.49247691 8e+06 10917.82536
## 1211  0.33390076  1.09  1.09   0.2 0.125   4.00554346 8e+06 11133.19949
## 1212  0.32427526  1.09  1.09   0.2 0.125   4.64054358 8e+06 10857.37664
## 1213  0.32487192  1.09  1.09   0.2 0.125   5.01739983 8e+06 10617.96014
## 1214  0.32197991  1.09  1.09   0.2 0.125   5.88733873 8e+06 10384.79285
## 1215  0.33263372  1.09  1.09   0.2 0.125   7.71231397 8e+06 10132.22898
## 1216  0.31777935  1.09  1.09   0.2 0.125   6.96738724 8e+06 10216.34344
## 1217  0.30756839  1.09  1.09   0.2 0.125   9.29313669 8e+06  9980.23856
## 1218  0.31073529  1.09  1.09   0.2 0.125  10.06905282 8e+06  9912.31128
## 1219  0.31313499  1.09  1.09   0.2 0.125  11.74252498 8e+06  9882.64441
## 1220  0.31197128  1.09  1.09   0.2 0.125  12.21983502 8e+06  9743.51281
## 1221  0.30997913  1.09  1.09   0.2 0.125  13.91941249 8e+06  9644.58484
## 1222  0.31220877  1.09  1.09   0.2 0.125  12.56703962 8e+06  9606.14062
## 1223  0.31847678  1.09  1.09   0.2 0.125  10.74371592 8e+06  9425.73857
## 1224  0.31554974  1.09  1.09   0.2 0.125   9.54995086 8e+06  9354.86316
## 1225  0.30779442  1.09  1.09   0.2 0.125   9.37616359 8e+06  9494.61935
## 1226  0.30826152  1.09  1.09   0.2 0.125   8.98131389 8e+06  9355.86652
## 1227  0.30620662  1.09  1.09   0.2 0.125   8.03473358 8e+06  9240.36054
## 1228  0.30715056  1.09  1.09   0.2 0.125   8.03875535 8e+06  9279.34744
## 1229  0.31112685  1.09  1.09   0.2 0.125   7.57711555 8e+06  9289.39220
## 1230  0.31003160  1.09  1.09   0.2 0.125   7.02894683 8e+06  9188.05689
## 1231  0.30244153  1.09  1.09   0.2 0.125   6.52647274 8e+06  9156.56676
## 1232  0.29451981  1.09  1.09   0.2 0.125   5.88976489 8e+06  9076.75820
## 1233  0.29913747  1.09  1.09   0.2 0.125   5.38915607 8e+06  9077.57398
## 1234  0.30071919  1.09  1.09   0.2 0.125   5.51605897 8e+06  9016.11921
## 1235  0.29752115  1.09  1.09   0.2 0.125   5.22639701 8e+06  9067.38551
## 1236  0.30106697  1.09  1.09   0.2 0.125   5.39260153 8e+06  9029.10096
## 1237  0.30569650  1.09  1.09   0.2 0.125   5.44806776 8e+06  9059.72655
## 1238  0.30120589  1.09  1.09   0.2 0.125   5.87001973 8e+06  9049.74040
## 1239  0.29902656  1.09  1.09   0.2 0.125   5.78042281 8e+06  9107.98423
## 1240  0.30633465  1.09  1.09   0.2 0.125   6.36070988 8e+06  9062.19204
## 1241  0.30532584  1.09  1.09   0.2 0.125   6.52877905 8e+06  9008.00306
## 1242  0.30500299  1.09  1.09   0.2 0.125   6.70492130 8e+06  8996.50509
## 1243  0.30003482  1.09  1.09   0.2 0.125   6.80071008 8e+06  8987.32192
## 1244  0.29684034  1.09  1.09   0.2 0.125   6.62087448 8e+06  9007.60600
## 1245  0.29730044  1.09  1.09   0.2 0.125   6.98808639 8e+06  9005.54499
## 1246  0.29630736  1.09  1.09   0.2 0.125   7.07337332 8e+06  8967.32079
## 1247  0.29998504  1.09  1.09   0.2 0.125   7.57449368 8e+06  8967.86222
## 1248  0.29998504  1.09  1.09   0.2 0.125   7.57449368 8e+06  8967.86222
## 1249  0.19567191  1.09  1.09   0.2 0.125   0.93193392 8e+06  5693.42298
## 1250  0.19567191  1.09  1.09   0.2 0.125   0.93193392 8e+06  5693.42298
## 1251  0.21788493  1.09  1.09   0.2 0.125   1.00926608 8e+06  5634.24739
## 1252  0.20332199  1.09  1.09   0.2 0.125   1.01241607 8e+06  5641.55500
## 1253  0.19853907  1.09  1.09   0.2 0.125   0.97954670 8e+06  5669.21241
## 1254  0.17537893  1.09  1.09   0.2 0.125   1.10469780 8e+06  5694.11603
## 1255  0.15351653  1.09  1.09   0.2 0.125   1.07559351 8e+06  5709.10423
## 1256  0.08517469  1.09  1.09   0.2 0.125   1.68653822 8e+06  5718.64115
## 1257  0.04965111  1.09  1.09   0.2 0.125   2.18352748 8e+06  5801.27623
## 1258  0.04371369  1.09  1.09   0.2 0.125   2.47376725 8e+06  5962.96305
## 1259  0.04210655  1.09  1.09   0.2 0.125   2.62917029 8e+06  5937.56166
## 1260  0.03940598  1.09  1.09   0.2 0.125   2.42391708 8e+06  6046.07138
## 1261  0.03104685  1.09  1.09   0.2 0.125   2.14189275 8e+06  6064.07993
## 1262  0.03413743  1.09  1.09   0.2 0.125   2.10019066 8e+06  6046.24141
## 1263  0.03324705  1.09  1.09   0.2 0.125   2.82078709 8e+06  6072.73072
## 1264  0.03299021  1.09  1.09   0.2 0.125   2.93662255 8e+06  6291.61046
## 1265  0.03428533  1.09  1.09   0.2 0.125   2.32123908 8e+06  6300.24363
## 1266  0.03646789  1.09  1.09   0.2 0.125   2.61436241 8e+06  6331.98250
## 1267  0.04050643  1.09  1.09   0.2 0.125   3.11638264 8e+06  6360.17128
## 1268  0.04207481  1.09  1.09   0.2 0.125   3.41642219 8e+06  6274.44687
## 1269  0.04787362  1.09  1.09   0.2 0.125   3.43481953 8e+06  6245.32686
## 1270  0.05937982  1.09  1.09   0.2 0.125   3.45922250 8e+06  6055.24875
## 1271  0.04924763  1.09  1.09   0.2 0.125   4.55260669 8e+06  6088.29998
## 1272  0.05514675  1.09  1.09   0.2 0.125   4.47616964 8e+06  6108.05259
## 1273  0.06926485  1.09  1.09   0.2 0.125   5.58431030 8e+06  6182.10360
## 1274  0.06383324  1.09  1.09   0.2 0.125   5.04491417 8e+06  6245.33069
## 1275  0.07650726  1.09  1.09   0.2 0.125   5.96870049 8e+06  6260.11228
## 1276  0.08540750  1.09  1.09   0.2 0.125   5.41326767 8e+06  6285.61515
## 1277  0.09038694  1.09  1.09   0.2 0.125   5.03590870 8e+06  6370.20085
## 1278  0.09329588  1.09  1.09   0.2 0.125   5.45068831 8e+06  6474.40466
## 1279  0.10342421  1.09  1.09   0.2 0.125   5.09682544 8e+06  6539.39663
## 1280  0.12483752  1.09  1.09   0.2 0.125   6.08302832 8e+06  6586.47966
## 1281  0.14321686  1.09  1.09   0.2 0.125   7.37403357 8e+06  6642.59276
## 1282  0.15534624  1.09  1.09   0.2 0.125   7.90414256 8e+06  6634.52458
## 1283  0.17747644  1.09  1.09   0.2 0.125   7.07043929 8e+06  6605.92921
## 1284  0.20412127  1.09  1.09   0.2 0.125   6.67090750 8e+06  6662.59489
## 1285  0.22605141  1.09  1.09   0.2 0.125   6.68592714 8e+06  6712.19130
## 1286  0.26234401  1.09  1.09   0.2 0.125   6.54594887 8e+06  6807.54844
## 1287  0.28591195  1.09  1.09   0.2 0.125   5.91454508 8e+06  6856.46010
## 1288  0.32468699  1.09  1.09   0.2 0.125   6.31983078 8e+06  6898.95331
## 1289  0.34146032  1.09  1.09   0.2 0.125   5.67106304 8e+06  6912.58413
## 1290  0.37248441  1.09  1.09   0.2 0.125   5.47817148 8e+06  6947.39933
## 1291  0.39062194  1.09  1.09   0.2 0.125   5.11969918 8e+06  6982.28274
## 1292  0.41905973  1.09  1.09   0.2 0.125   4.99974744 8e+06  6988.80369
## 1293  0.44310961  1.09  1.09   0.2 0.125   5.19812989 8e+06  6997.88306
## 1294  0.45207366  1.09  1.09   0.2 0.125   5.38043391 8e+06  7053.86919
## 1295  0.46968519  1.09  1.09   0.2 0.125   5.31310253 8e+06  7117.47337
## 1296  0.49147998  1.09  1.09   0.2 0.125   5.10572805 8e+06  7118.35741
## 1297  0.50616691  1.09  1.09   0.2 0.125   4.61717659 8e+06  7085.12404
## 1298  0.50918259  1.09  1.09   0.2 0.125   4.70732126 8e+06  7121.33700
## 1299  0.53317212  1.09  1.09   0.2 0.125   4.28135967 8e+06  7133.15466
## 1300  0.53259524  1.09  1.09   0.2 0.125   4.62105765 8e+06  7066.40864
## 1301  0.53259524  1.09  1.09   0.2 0.125   4.62105765 8e+06  7066.40864
## 1302  0.55494325  1.09  1.09   0.2 0.125   4.69129258 8e+06  7068.88866
## 1303  0.55038750  1.09  1.09   0.2 0.125   4.65754652 8e+06  7085.79553
## 1304  0.55455341  1.09  1.09   0.2 0.125   4.07967443 8e+06  7083.04087
## 1305  0.55515180  1.09  1.09   0.2 0.125   4.29861415 8e+06  7178.60871
## 1306  0.54688754  1.09  1.09   0.2 0.125   4.15357336 8e+06  7178.51654
## 1307  0.58449421  1.09  1.09   0.2 0.125   3.05824388 8e+06  7366.82612
## 1308  0.59202120  1.09  1.09   0.2 0.125   3.43519777 8e+06  7495.71684
## 1309  0.58456769  1.09  1.09   0.2 0.125   3.23435533 8e+06  7365.45855
## 1310  0.56933266  1.09  1.09   0.2 0.125   2.94686756 8e+06  7361.94711
## 1311  0.57442791  1.09  1.09   0.2 0.125   2.79199975 8e+06  7515.92938
## 1312  0.58808713  1.09  1.09   0.2 0.125   2.81876151 8e+06  7509.08770
## 1313  0.58503261  1.09  1.09   0.2 0.125   3.32189792 8e+06  7538.74786
## 1314  0.59921451  1.09  1.09   0.2 0.125   3.26316685 8e+06  7540.45307
## 1315  0.61037269  1.09  1.09   0.2 0.125   3.45867526 8e+06  7562.31474
## 1316  0.60784084  1.09  1.09   0.2 0.125   2.80753314 8e+06  7495.20056
## 1317  0.59321408  1.09  1.09   0.2 0.125   3.12841863 8e+06  7632.71880
## 1318  0.58023021  1.09  1.09   0.2 0.125   2.72301777 8e+06  7722.70399
## 1319  0.57741236  1.09  1.09   0.2 0.125   2.43045577 8e+06  7771.53658
## 1320  0.57123380  1.09  1.09   0.2 0.125   3.19619903 8e+06  7755.68581
## 1321  0.57945620  1.09  1.09   0.2 0.125   2.71101309 8e+06  7714.89374
## 1322  0.57190946  1.09  1.09   0.2 0.125   3.25327507 8e+06  7737.68810
## 1323  0.55597417  1.09  1.09   0.2 0.125   4.03277684 8e+06  7748.20772
## 1324  0.56905359  1.09  1.09   0.2 0.125   6.17806377 8e+06  7434.88417
## 1325  0.56673450  1.09  1.09   0.2 0.125   6.53341061 8e+06  7423.97394
## 1326  0.55764026  1.09  1.09   0.2 0.125   6.37431185 8e+06  7392.39477
## 1327  0.55011331  1.09  1.09   0.2 0.125   6.44686295 8e+06  7521.26444
## 1328  0.54938014  1.09  1.09   0.2 0.125   6.44522202 8e+06  7468.19792
## 1329  0.54809693  1.09  1.09   0.2 0.125   6.25064824 8e+06  7628.33854
## 1330  0.56350557  1.09  1.09   0.2 0.125   5.16492484 8e+06  7466.58284
## 1331  0.52637487  1.09  1.09   0.2 0.125   4.94320932 8e+06  7718.50267
## 1332  0.54847853  1.09  1.09   0.2 0.125   3.09615103 8e+06  7921.78137
## 1333  0.54844328  1.09  1.09   0.2 0.125   3.32405534 8e+06  7923.07028
## 1334  0.53841486  1.09  1.09   0.2 0.125   3.77339586 8e+06  7899.99403
## 1335  0.53995434  1.09  1.09   0.2 0.125   3.71406843 8e+06  7955.55652
## 1336  0.55056821  1.09  1.09   0.2 0.125   3.25084351 8e+06  8036.46870
## 1337  0.55854817  1.09  1.09   0.2 0.125   3.07209613 8e+06  8077.41830
## 1338  0.56205763  1.09  1.09   0.2 0.125   2.70868921 8e+06  8114.62605
## 1339  0.56272903  1.09  1.09   0.2 0.125   2.08241627 8e+06  8292.24838
## 1340  0.57695322  1.09  1.09   0.2 0.125   2.07422401 8e+06  8454.59710
## 1341  0.56486557  1.09  1.09   0.2 0.125   3.04685325 8e+06  8390.77613
## 1342  0.55735314  1.09  1.09   0.2 0.125   3.34152323 8e+06  8366.86716
## 1343  0.56685899  1.09  1.09   0.2 0.125   2.67361018 8e+06  8378.82514
## 1344  0.56668060  1.09  1.09   0.2 0.125   2.80183392 8e+06  8464.13236
## 1345  0.56231654  1.09  1.09   0.2 0.125   2.24024733 8e+06  8486.45017
## 1346  0.56779162  1.09  1.09   0.2 0.125   2.16417796 8e+06  8524.08868
## 1347  0.55777283  1.09  1.09   0.2 0.125   2.46800526 8e+06  8554.09629
## 1348  0.55537934  1.09  1.09   0.2 0.125   2.32523328 8e+06  8589.96423
## 1349  0.55306351  1.09  1.09   0.2 0.125   2.23752475 8e+06  8712.53627
## 1350  0.56122311  1.09  1.09   0.2 0.125   2.40375999 8e+06  8621.80186
## 1351  0.56239027  1.09  1.09   0.2 0.125   2.24707954 8e+06  8628.67249
## 1352  0.56239027  1.09  1.09   0.2 0.125   2.24707954 8e+06  8628.67249
## 1353  0.11647526  1.09  1.09   0.2 0.125   0.77042827 8e+06 15704.08445
## 1354  0.11647526  1.09  1.09   0.2 0.125   0.77042827 8e+06 15704.08445
## 1355  0.11331876  1.09  1.09   0.2 0.125   0.83426623 8e+06 15572.30003
## 1356  0.11870077  1.09  1.09   0.2 0.125   0.78807938 8e+06 15614.34179
## 1357  0.11847194  1.09  1.09   0.2 0.125   0.81167055 8e+06 15478.61385
## 1358  0.09738070  1.09  1.09   0.2 0.125   0.91181471 8e+06 15696.47311
## 1359  0.07551962  1.09  1.09   0.2 0.125   0.77839890 8e+06 15692.96970
## 1360  0.08472719  1.09  1.09   0.2 0.125   0.64094697 8e+06 15730.06748
## 1361  0.09223645  1.09  1.09   0.2 0.125   0.69303946 8e+06 15801.80565
## 1362  0.09230406  1.09  1.09   0.2 0.125   0.84336728 8e+06 15681.45129
## 1363  0.10787187  1.09  1.09   0.2 0.125   1.04881589 8e+06 15740.96656
## 1364  0.10899169  1.09  1.09   0.2 0.125   1.14792202 8e+06 15804.31525
## 1365  0.11277636  1.09  1.09   0.2 0.125   1.23712281 8e+06 16126.60963
## 1366  0.11794153  1.09  1.09   0.2 0.125   1.35040480 8e+06 16249.46728
## 1367  0.11612153  1.09  1.09   0.2 0.125   1.43064737 8e+06 16301.91614
## 1368  0.12550602  1.09  1.09   0.2 0.125   1.54682975 8e+06 16369.63551
## 1369  0.12797873  1.09  1.09   0.2 0.125   1.65569227 8e+06 16504.03908
## 1370  0.12703842  1.09  1.09   0.2 0.125   1.96819875 8e+06 16539.06382
## 1371  0.13178501  1.09  1.09   0.2 0.125   2.13787213 8e+06 16540.96080
## 1372  0.13921929  1.09  1.09   0.2 0.125   2.23905095 8e+06 16732.66412
## 1373  0.13897155  1.09  1.09   0.2 0.125   2.34063357 8e+06 16765.71922
## 1374  0.14222860  1.09  1.09   0.2 0.125   2.58562284 8e+06 16810.93342
## 1375  0.14892899  1.09  1.09   0.2 0.125   2.91437233 8e+06 16893.86629
## 1376  0.14421154  1.09  1.09   0.2 0.125   2.62941648 8e+06 16721.68352
## 1377  0.14778191  1.09  1.09   0.2 0.125   3.08327463 8e+06 16786.28211
## 1378  0.14555828  1.09  1.09   0.2 0.125   2.79495917 8e+06 16682.41788
## 1379  0.15205206  1.09  1.09   0.2 0.125   2.75559809 8e+06 16564.01650
## 1380  0.15384953  1.09  1.09   0.2 0.125   2.76948048 8e+06 16551.37588
## 1381  0.14753214  1.09  1.09   0.2 0.125   2.92490722 8e+06 16689.24696
## 1382  0.14785393  1.09  1.09   0.2 0.125   3.04490264 8e+06 16704.67621
## 1383  0.14528239  1.09  1.09   0.2 0.125   3.18260465 8e+06 16590.57610
## 1384  0.14314108  1.09  1.09   0.2 0.125   3.43903892 8e+06 16729.91190
## 1385  0.14682975  1.09  1.09   0.2 0.125   3.44329596 8e+06 16818.24000
## 1386  0.14586571  1.09  1.09   0.2 0.125   3.33770262 8e+06 16967.86314
## 1387  0.14163404  1.09  1.09   0.2 0.125   3.45131267 8e+06 16981.43578
## 1388  0.14103436  1.09  1.09   0.2 0.125   3.52580585 8e+06 16931.53044
## 1389  0.14163294  1.09  1.09   0.2 0.125   3.69749908 8e+06 16832.87484
## 1390  0.14680738  1.09  1.09   0.2 0.125   3.74446786 8e+06 16896.12626
## 1391  0.14438024  1.09  1.09   0.2 0.125   3.74631410 8e+06 16934.12437
## 1392  0.13982090  1.09  1.09   0.2 0.125   3.62080623 8e+06 17040.25018
## 1393  0.14203017  1.09  1.09   0.2 0.125   3.48379997 8e+06 17222.47889
## 1394  0.13694259  1.09  1.09   0.2 0.125   3.53959268 8e+06 17290.85157
## 1395  0.13567156  1.09  1.09   0.2 0.125   3.76367674 8e+06 17412.16397
## 1396  0.13815822  1.09  1.09   0.2 0.125   3.70710044 8e+06 17443.01714
## 1397  0.13730795  1.09  1.09   0.2 0.125   3.37250217 8e+06 17597.15967
## 1398  0.13762291  1.09  1.09   0.2 0.125   3.03906585 8e+06 17651.17169
## 1399  0.13926300  1.09  1.09   0.2 0.125   2.97264530 8e+06 17655.77310
## 1400  0.13936257  1.09  1.09   0.2 0.125   2.91486373 8e+06 17666.48463
## 1401  0.13833566  1.09  1.09   0.2 0.125   2.75245026 8e+06 17689.41852
## 1402  0.13875646  1.09  1.09   0.2 0.125   2.98371197 8e+06 17860.26811
## 1403  0.14013323  1.09  1.09   0.2 0.125   3.07180646 8e+06 17837.15044
## 1404  0.13933046  1.09  1.09   0.2 0.125   3.27057044 8e+06 17778.78914
## 1405  0.13933046  1.09  1.09   0.2 0.125   3.27057044 8e+06 17778.78914
## 1406  0.14067050  1.09  1.09   0.2 0.125   3.25716279 8e+06 17699.86382
## 1407  0.14807838  1.09  1.09   0.2 0.125   3.46250276 8e+06 17778.63869
## 1408  0.15105850  1.09  1.09   0.2 0.125   3.62134497 8e+06 17861.74824
## 1409  0.16269374  1.09  1.09   0.2 0.125   4.06897249 8e+06 17713.97966
## 1410  0.15249990  1.09  1.09   0.2 0.125   4.06821588 8e+06 17814.46555
## 1411  0.15007717  1.09  1.09   0.2 0.125   3.95103195 8e+06 17901.09855
## 1412  0.14632094  1.09  1.09   0.2 0.125   3.80973025 8e+06 18038.94561
## 1413  0.15660068  1.09  1.09   0.2 0.125   3.91508537 8e+06 18111.52172
## 1414  0.15591066  1.09  1.09   0.2 0.125   3.75118669 8e+06 18240.82351
## 1415  0.15584615  1.09  1.09   0.2 0.125   4.12084446 8e+06 18774.67639
## 1416  0.15190660  1.09  1.09   0.2 0.125   4.72536939 8e+06 19159.36490
## 1417  0.15562589  1.09  1.09   0.2 0.125   4.32721342 8e+06 19376.35040
## 1418  0.15358436  1.09  1.09   0.2 0.125   4.13500004 8e+06 19249.46566
## 1419  0.15539355  1.09  1.09   0.2 0.125   4.02697730 8e+06 19545.01152
## 1420  0.14556415  1.09  1.09   0.2 0.125   4.17697255 8e+06 19691.43303
## 1421  0.14606650  1.09  1.09   0.2 0.125   4.31096456 8e+06 19564.99418
## 1422  0.14725623  1.09  1.09   0.2 0.125   4.79451761 8e+06 20057.43466
## 1423  0.14992930  1.09  1.09   0.2 0.125   4.94238173 8e+06 19803.60397
## 1424  0.15345461  1.09  1.09   0.2 0.125   4.68833702 8e+06 20208.16363
## 1425  0.15784615  1.09  1.09   0.2 0.125   4.33405674 8e+06 20568.63830
## 1426  0.14640206  1.09  1.09   0.2 0.125   4.61157527 8e+06 20654.81595
## 1427  0.15222157  1.09  1.09   0.2 0.125   4.51230538 8e+06 20739.15493
## 1428  0.15587074  1.09  1.09   0.2 0.125   4.51029318 8e+06 21081.63699
## 1429  0.15561652  1.09  1.09   0.2 0.125   4.38118575 8e+06 20786.51984
## 1430  0.15513708  1.09  1.09   0.2 0.125   4.73356050 8e+06 21069.63316
## 1431  0.16186950  1.09  1.09   0.2 0.125   4.98622088 8e+06 21195.88468
## 1432  0.16283176  1.09  1.09   0.2 0.125   4.96906012 8e+06 21319.97915
## 1433  0.16242724  1.09  1.09   0.2 0.125   4.65738858 8e+06 21299.34584
## 1434  0.16204333  1.09  1.09   0.2 0.125   4.42189223 8e+06 21243.61885
## 1435  0.16139405  1.09  1.09   0.2 0.125   4.44096580 8e+06 21421.18925
## 1436  0.16232774  1.09  1.09   0.2 0.125   4.44244140 8e+06 21483.80601
## 1437  0.16597054  1.09  1.09   0.2 0.125   4.54540472 8e+06 21446.91830
## 1438  0.16560172  1.09  1.09   0.2 0.125   4.39757421 8e+06 21399.92583
## 1439  0.15866997  1.09  1.09   0.2 0.125   4.11001259 8e+06 21359.62684
## 1440  0.16216561  1.09  1.09   0.2 0.125   4.11158666 8e+06 21489.30060
## 1441  0.16384703  1.09  1.09   0.2 0.125   4.50601688 8e+06 21830.86432
## 1442  0.16435919  1.09  1.09   0.2 0.125   4.40084852 8e+06 21996.83580
## 1443  0.16812670  1.09  1.09   0.2 0.125   4.99479574 8e+06 22482.49211
## 1444  0.17103660  1.09  1.09   0.2 0.125   4.89363007 8e+06 22797.32859
## 1445  0.18204570  1.09  1.09   0.2 0.125   5.22279913 8e+06 22760.99018
## 1446  0.18658564  1.09  1.09   0.2 0.125   5.75050760 8e+06 23190.60337
## 1447  0.19002495  1.09  1.09   0.2 0.125   6.01265690 8e+06 23581.58688
## 1448  0.19834590  1.09  1.09   0.2 0.125   6.38766390 8e+06 23981.71582
## 1449  0.20046422  1.09  1.09   0.2 0.125   7.18603961 8e+06 24157.21407
## 1450  0.20421925  1.09  1.09   0.2 0.125   7.68738458 8e+06 24343.92774
## 1451  0.20472914  1.09  1.09   0.2 0.125   7.23201623 8e+06 24191.25135
## 1452  0.19794545  1.09  1.09   0.2 0.125   7.25992379 8e+06 24090.00868
## 1453  0.18702151  1.09  1.09   0.2 0.125   6.82187567 8e+06 24101.47777
## 1454  0.18791440  1.09  1.09   0.2 0.125   6.96104712 8e+06 24567.39974
## 1455  0.18628510  1.09  1.09   0.2 0.125   7.01232813 8e+06 24800.47781
## 1456  0.18628510  1.09  1.09   0.2 0.125   7.01232813 8e+06 24800.47781
## 1457  0.39980222  1.09  1.09   0.2 0.125   0.24455858 8e+06  9178.51174
## 1458  0.39980222  1.09  1.09   0.2 0.125   0.24455858 8e+06  9178.51174
## 1459  0.42959426  1.09  1.09   0.2 0.125   0.24787420 8e+06  9372.04864
## 1460  0.47318878  1.09  1.09   0.2 0.125   0.20627358 8e+06  9779.77053
## 1461  0.52192510  1.09  1.09   0.2 0.125   0.20821254 8e+06  9774.64858
## 1462  0.55311557  1.09  1.09   0.2 0.125   0.24581662 8e+06 10041.87867
## 1463  0.56870718  1.09  1.09   0.2 0.125   0.25433918 8e+06 10057.29354
## 1464  0.54805675  1.09  1.09   0.2 0.125   0.24589702 8e+06 10002.42528
## 1465  0.52168048  1.09  1.09   0.2 0.125   0.26914083 8e+06 10025.39532
## 1466  0.46920825  1.09  1.09   0.2 0.125   0.25812801 8e+06 10068.06163
## 1467  0.45476376  1.09  1.09   0.2 0.125   0.28787573 8e+06 10161.49450
## 1468  0.45556832  1.09  1.09   0.2 0.125   0.32182754 8e+06 10331.36811
## 1469  0.39270982  1.09  1.09   0.2 0.125   0.31397716 8e+06 10214.85895
## 1470  0.40288272  1.09  1.09   0.2 0.125   0.35238339 8e+06 10356.82019
## 1471  0.39579689  1.09  1.09   0.2 0.125   0.48423165 8e+06 10425.34553
## 1472  0.40992169  1.09  1.09   0.2 0.125   0.45683316 8e+06 10423.92816
## 1473  0.37684776  1.09  1.09   0.2 0.125   0.46695621 8e+06 10428.75979
## 1474  0.43283040  1.09  1.09   0.2 0.125   0.53230792 8e+06 10454.63002
## 1475  0.28766476  1.09  1.09   0.2 0.125   0.56109839 8e+06 10892.35005
## 1476  0.24936237  1.09  1.09   0.2 0.125   0.55465317 8e+06 10970.63297
## 1477  0.18529857  1.09  1.09   0.2 0.125   0.75424432 8e+06 10828.59889
## 1478  0.16607978  1.09  1.09   0.2 0.125   0.73702422 8e+06 10903.99890
## 1479  0.15497471  1.09  1.09   0.2 0.125   0.75677735 8e+06 10991.68818
## 1480  0.15453428  1.09  1.09   0.2 0.125   0.86358598 8e+06 10986.81078
## 1481  0.14416061  1.09  1.09   0.2 0.125   1.00693134 8e+06 10906.64456
## 1482  0.14205099  1.09  1.09   0.2 0.125   1.11123492 8e+06 10930.98267
## 1483  0.14030227  1.09  1.09   0.2 0.125   1.13680427 8e+06 10927.67626
## 1484  0.14037574  1.09  1.09   0.2 0.125   1.15017681 8e+06 11053.44087
## 1485  0.13230594  1.09  1.09   0.2 0.125   1.24923637 8e+06 11078.68233
## 1486  0.13647834  1.09  1.09   0.2 0.125   1.23478641 8e+06 11125.87069
## 1487  0.13302192  1.09  1.09   0.2 0.125   1.31833234 8e+06 11230.49319
## 1488  0.13415902  1.09  1.09   0.2 0.125   1.37158629 8e+06 11340.57942
## 1489  0.14137422  1.09  1.09   0.2 0.125   1.41462784 8e+06 11431.90770
## 1490  0.13979325  1.09  1.09   0.2 0.125   1.50954636 8e+06 11491.18119
## 1491  0.14091898  1.09  1.09   0.2 0.125   1.59092769 8e+06 11506.72854
## 1492  0.13946248  1.09  1.09   0.2 0.125   1.62417352 8e+06 11487.74052
## 1493  0.13513492  1.09  1.09   0.2 0.125   1.73892851 8e+06 11529.04445
## 1494  0.13914432  1.09  1.09   0.2 0.125   1.70784937 8e+06 11725.41818
## 1495  0.13355658  1.09  1.09   0.2 0.125   1.73031308 8e+06 11737.48791
## 1496  0.13686333  1.09  1.09   0.2 0.125   1.70107130 8e+06 11772.76413
## 1497  0.13974001  1.09  1.09   0.2 0.125   1.76178986 8e+06 11871.65318
## 1498  0.13626392  1.09  1.09   0.2 0.125   1.66938952 8e+06 11945.10284
## 1499  0.13681335  1.09  1.09   0.2 0.125   1.84661709 8e+06 12050.97711
## 1500  0.13977083  1.09  1.09   0.2 0.125   1.91771249 8e+06 12160.71915
## 1501  0.13831476  1.09  1.09   0.2 0.125   1.89828445 8e+06 12251.99162
## 1502  0.13992753  1.09  1.09   0.2 0.125   2.26449698 8e+06 12386.52722
## 1503  0.14271077  1.09  1.09   0.2 0.125   2.20937942 8e+06 12487.40463
## 1504  0.14610796  1.09  1.09   0.2 0.125   2.28336106 8e+06 12543.48703
## 1505  0.14391630  1.09  1.09   0.2 0.125   2.42677035 8e+06 12477.51652
## 1506  0.14215508  1.09  1.09   0.2 0.125   2.41493208 8e+06 12486.38913
## 1507  0.14218186  1.09  1.09   0.2 0.125   2.38700824 8e+06 12472.73451
## 1508  0.14249138  1.09  1.09   0.2 0.125   2.49364683 8e+06 12506.54125
## 1509  0.14249138  1.09  1.09   0.2 0.125   2.49364683 8e+06 12506.54125
## 1510  0.14409880  1.09  1.09   0.2 0.125   2.43897273 8e+06 12489.36474
## 1511  0.14831630  1.09  1.09   0.2 0.125   2.39034055 8e+06 12447.85946
## 1512  0.13964629  1.09  1.09   0.2 0.125   2.40177566 8e+06 12490.66858
## 1513  0.14222549  1.09  1.09   0.2 0.125   2.51324398 8e+06 12430.40525
## 1514  0.13579523  1.09  1.09   0.2 0.125   2.61971692 8e+06 12426.51332
## 1515  0.13851451  1.09  1.09   0.2 0.125   2.89300879 8e+06 12309.00589
## 1516  0.15273391  1.09  1.09   0.2 0.125   2.75101198 8e+06 12116.03602
## 1517  0.14396561  1.09  1.09   0.2 0.125   3.03058908 8e+06 12244.33928
## 1518  0.14643193  1.09  1.09   0.2 0.125   3.13823086 8e+06 12398.05460
## 1519  0.14833354  1.09  1.09   0.2 0.125   3.10019630 8e+06 12393.83502
## 1520  0.14345371  1.09  1.09   0.2 0.125   3.18049531 8e+06 12078.99893
## 1521  0.13854570  1.09  1.09   0.2 0.125   3.15280028 8e+06 12100.18039
## 1522  0.13655278  1.09  1.09   0.2 0.125   2.74961147 8e+06 12340.18704
## 1523  0.13742675  1.09  1.09   0.2 0.125   2.86714598 8e+06 12475.64346
## 1524  0.14501464  1.09  1.09   0.2 0.125   3.45002348 8e+06 12374.07178
## 1525  0.14890873  1.09  1.09   0.2 0.125   3.68373838 8e+06 12433.22126
## 1526  0.14545236  1.09  1.09   0.2 0.125   3.73367582 8e+06 12541.95783
## 1527  0.14842209  1.09  1.09   0.2 0.125   3.75069073 8e+06 12613.58400
## 1528  0.14938247  1.09  1.09   0.2 0.125   3.68547724 8e+06 12809.64573
## 1529  0.15035630  1.09  1.09   0.2 0.125   3.91056959 8e+06 12774.03281
## 1530  0.15116352  1.09  1.09   0.2 0.125   3.77150177 8e+06 12887.18800
## 1531  0.15834974  1.09  1.09   0.2 0.125   3.84858761 8e+06 13018.11245
## 1532  0.16190929  1.09  1.09   0.2 0.125   4.08590613 8e+06 13170.76661
## 1533  0.16002055  1.09  1.09   0.2 0.125   4.09940507 8e+06 13173.29917
## 1534  0.16185236  1.09  1.09   0.2 0.125   4.09454743 8e+06 13082.49845
## 1535  0.15947949  1.09  1.09   0.2 0.125   4.39932128 8e+06 13146.69853
## 1536  0.15778904  1.09  1.09   0.2 0.125   4.42858373 8e+06 13333.90293
## 1537  0.15958462  1.09  1.09   0.2 0.125   4.51861879 8e+06 13382.52935
## 1538  0.15693800  1.09  1.09   0.2 0.125   4.31386206 8e+06 13627.79491
## 1539  0.15084691  1.09  1.09   0.2 0.125   4.45152271 8e+06 13728.93078
## 1540  0.15074402  1.09  1.09   0.2 0.125   4.70174704 8e+06 13776.39718
## 1541  0.15188293  1.09  1.09   0.2 0.125   4.78520138 8e+06 13783.72090
## 1542  0.15524713  1.09  1.09   0.2 0.125   5.01545131 8e+06 13845.60602
## 1543  0.15252778  1.09  1.09   0.2 0.125   5.05656853 8e+06 13885.53284
## 1544  0.15277356  1.09  1.09   0.2 0.125   4.66322369 8e+06 13935.05205
## 1545  0.15925359  1.09  1.09   0.2 0.125   4.37344781 8e+06 14043.31462
## 1546  0.15208998  1.09  1.09   0.2 0.125   4.57003688 8e+06 13955.37666
## 1547  0.15794524  1.09  1.09   0.2 0.125   4.10150272 8e+06 14046.03777
## 1548  0.15731923  1.09  1.09   0.2 0.125   3.80549665 8e+06 14124.42948
## 1549  0.15741226  1.09  1.09   0.2 0.125   3.73769778 8e+06 14338.51129
## 1550  0.15188696  1.09  1.09   0.2 0.125   3.98785533 8e+06 14296.05640
## 1551  0.15925057  1.09  1.09   0.2 0.125   3.93197429 8e+06 14361.23697
## 1552  0.16413146  1.09  1.09   0.2 0.125   3.76258587 8e+06 14479.97483
## 1553  0.16102668  1.09  1.09   0.2 0.125   3.34487099 8e+06 14422.32104
## 1554  0.16165461  1.09  1.09   0.2 0.125   3.38122014 8e+06 14376.24325
## 1555  0.15806839  1.09  1.09   0.2 0.125   3.31112663 8e+06 14330.37861
## 1556  0.15902874  1.09  1.09   0.2 0.125   3.24695916 8e+06 14325.40609
## 1557  0.16159105  1.09  1.09   0.2 0.125   3.49658936 8e+06 14309.88204
## 1558  0.15473456  1.09  1.09   0.2 0.125   3.61005302 8e+06 14445.00161
## 1559  0.15307106  1.09  1.09   0.2 0.125   4.01047972 8e+06 14583.47245
## 1560  0.15307106  1.09  1.09   0.2 0.125   4.01047972 8e+06 14583.47245
## 1561  0.08219649  1.09  1.09   0.2 0.125   0.23633204 8e+06 16956.99882
## 1562  0.08219649  1.09  1.09   0.2 0.125   0.23633204 8e+06 16956.99882
## 1563  0.07385577  1.09  1.09   0.2 0.125   0.20416396 8e+06 16567.00951
## 1564  0.09534167  1.09  1.09   0.2 0.125   0.15235478 8e+06 16096.13205
## 1565  0.09375390  1.09  1.09   0.2 0.125   0.13379995 8e+06 16165.46664
## 1566  0.06661072  1.09  1.09   0.2 0.125   0.10569929 8e+06 16382.93363
## 1567  0.08145257  1.09  1.09   0.2 0.125   0.11881824 8e+06 16521.04487
## 1568  0.07859093  1.09  1.09   0.2 0.125   0.12311258 8e+06 16021.94010
## 1569  0.08512860  1.09  1.09   0.2 0.125   0.17217460 8e+06 15979.48679
## 1570  0.07403147  1.09  1.09   0.2 0.125   0.22199581 8e+06 15980.49152
## 1571  0.07483431  1.09  1.09   0.2 0.125   0.23937873 8e+06 15972.32965
## 1572  0.07010815  1.09  1.09   0.2 0.125   0.30030499 8e+06 15917.66193
## 1573  0.08168942  1.09  1.09   0.2 0.125   0.34289742 8e+06 16225.57548
## 1574  0.10081796  1.09  1.09   0.2 0.125   0.42470380 8e+06 16652.32332
## 1575  0.10680597  1.09  1.09   0.2 0.125   0.45670266 8e+06 16807.71036
## 1576  0.11171252  1.09  1.09   0.2 0.125   0.53578755 8e+06 17216.37916
## 1577  0.10580534  1.09  1.09   0.2 0.125   0.65305256 8e+06 17596.60539
## 1578  0.11288847  1.09  1.09   0.2 0.125   0.72339582 8e+06 17758.56709
## 1579  0.12807046  1.09  1.09   0.2 0.125   0.74214094 8e+06 17856.35380
## 1580  0.12622513  1.09  1.09   0.2 0.125   0.92871462 8e+06 17921.60004
## 1581  0.12625669  1.09  1.09   0.2 0.125   1.06283241 8e+06 17989.48510
## 1582  0.12496632  1.09  1.09   0.2 0.125   1.12306143 8e+06 18240.41266
## 1583  0.12727200  1.09  1.09   0.2 0.125   1.19517762 8e+06 18415.09067
## 1584  0.13110691  1.09  1.09   0.2 0.125   1.31360786 8e+06 18560.22593
## 1585  0.12355703  1.09  1.09   0.2 0.125   1.44828996 8e+06 18534.59490
## 1586  0.11961264  1.09  1.09   0.2 0.125   1.57984016 8e+06 18542.68941
## 1587  0.12532163  1.09  1.09   0.2 0.125   1.81112181 8e+06 18395.91025
## 1588  0.12374113  1.09  1.09   0.2 0.125   1.92698388 8e+06 18504.34123
## 1589  0.12263627  1.09  1.09   0.2 0.125   1.90527452 8e+06 18463.88095
## 1590  0.12222605  1.09  1.09   0.2 0.125   1.96153298 8e+06 18531.32171
## 1591  0.12772125  1.09  1.09   0.2 0.125   2.06218916 8e+06 18572.32415
## 1592  0.12073185  1.09  1.09   0.2 0.125   1.92708060 8e+06 18772.75559
## 1593  0.12594295  1.09  1.09   0.2 0.125   1.87101387 8e+06 18882.26158
## 1594  0.12502614  1.09  1.09   0.2 0.125   1.85939174 8e+06 18788.19693
## 1595  0.12576919  1.09  1.09   0.2 0.125   2.21141075 8e+06 18638.87497
## 1596  0.13134980  1.09  1.09   0.2 0.125   2.56491717 8e+06 18711.92436
## 1597  0.13377236  1.09  1.09   0.2 0.125   2.35480692 8e+06 19152.46602
## 1598  0.13264172  1.09  1.09   0.2 0.125   2.07072075 8e+06 19347.74543
## 1599  0.13260972  1.09  1.09   0.2 0.125   2.20014252 8e+06 19454.18349
## 1600  0.13483900  1.09  1.09   0.2 0.125   2.35960732 8e+06 19382.41497
## 1601  0.14383466  1.09  1.09   0.2 0.125   1.93211206 8e+06 19309.93046
## 1602  0.14245734  1.09  1.09   0.2 0.125   1.86133249 8e+06 19367.61105
## 1603  0.14479044  1.09  1.09   0.2 0.125   1.97270155 8e+06 19373.92340
## 1604  0.14044147  1.09  1.09   0.2 0.125   1.99585345 8e+06 19513.34791
## 1605  0.13511845  1.09  1.09   0.2 0.125   2.18539019 8e+06 19508.08092
## 1606  0.13607154  1.09  1.09   0.2 0.125   2.16265576 8e+06 19528.01422
## 1607  0.13966205  1.09  1.09   0.2 0.125   2.19112851 8e+06 19547.46569
## 1608  0.14353350  1.09  1.09   0.2 0.125   2.05147308 8e+06 19738.27550
## 1609  0.13672353  1.09  1.09   0.2 0.125   2.00724454 8e+06 19935.80632
## 1610  0.13607697  1.09  1.09   0.2 0.125   2.03149900 8e+06 20054.48643
## 1611  0.13484223  1.09  1.09   0.2 0.125   2.11178053 8e+06 20065.55147
## 1612  0.13361426  1.09  1.09   0.2 0.125   2.40527143 8e+06 20072.68865
## 1613  0.13361426  1.09  1.09   0.2 0.125   2.40527143 8e+06 20072.68865
## 1614  0.13798380  1.09  1.09   0.2 0.125   2.42741410 8e+06 20084.02909
## 1615  0.14203531  1.09  1.09   0.2 0.125   2.33694673 8e+06 20084.44499
## 1616  0.14252521  1.09  1.09   0.2 0.125   2.29434137 8e+06 20099.92293
## 1617  0.14043583  1.09  1.09   0.2 0.125   2.47045907 8e+06 20193.38033
## 1618  0.13913126  1.09  1.09   0.2 0.125   2.50779874 8e+06 20358.46553
## 1619  0.14149414  1.09  1.09   0.2 0.125   2.50552970 8e+06 20686.11951
## 1620  0.13824964  1.09  1.09   0.2 0.125   2.56210560 8e+06 20948.73730
## 1621  0.13012457  1.09  1.09   0.2 0.125   2.59741237 8e+06 21004.40256
## 1622  0.13205339  1.09  1.09   0.2 0.125   2.58982056 8e+06 21109.17925
## 1623  0.13608739  1.09  1.09   0.2 0.125   2.61224077 8e+06 21657.06460
## 1624  0.13148769  1.09  1.09   0.2 0.125   2.65566364 8e+06 21624.67723
## 1625  0.13172216  1.09  1.09   0.2 0.125   2.77085723 8e+06 21780.37124
## 1626  0.13712421  1.09  1.09   0.2 0.125   2.62675779 8e+06 21506.46212
## 1627  0.14042143  1.09  1.09   0.2 0.125   2.85914420 8e+06 21448.16755
## 1628  0.13652154  1.09  1.09   0.2 0.125   2.79429015 8e+06 21477.14275
## 1629  0.14297983  1.09  1.09   0.2 0.125   2.66068403 8e+06 21853.49480
## 1630  0.14646071  1.09  1.09   0.2 0.125   2.54376881 8e+06 21813.39693
## 1631  0.14243595  1.09  1.09   0.2 0.125   2.35304030 8e+06 21822.33539
## 1632  0.13437021  1.09  1.09   0.2 0.125   2.22540343 8e+06 21961.49778
## 1633  0.13243627  1.09  1.09   0.2 0.125   1.98289589 8e+06 22330.70448
## 1634  0.13998276  1.09  1.09   0.2 0.125   2.21736176 8e+06 22254.13396
## 1635  0.13885313  1.09  1.09   0.2 0.125   2.25574727 8e+06 22196.65270
## 1636  0.13785644  1.09  1.09   0.2 0.125   2.29012292 8e+06 21870.02881
## 1637  0.13342352  1.09  1.09   0.2 0.125   2.21762876 8e+06 22097.95451
## 1638  0.13153972  1.09  1.09   0.2 0.125   2.27206481 8e+06 22635.71119
## 1639  0.13032339  1.09  1.09   0.2 0.125   2.23280441 8e+06 23243.55359
## 1640  0.13034603  1.09  1.09   0.2 0.125   2.31735348 8e+06 23422.54431
## 1641  0.13609328  1.09  1.09   0.2 0.125   2.10494812 8e+06 23949.47585
## 1642  0.13666487  1.09  1.09   0.2 0.125   2.17131846 8e+06 24375.28148
## 1643  0.14826759  1.09  1.09   0.2 0.125   2.09778072 8e+06 24533.29637
## 1644  0.15089878  1.09  1.09   0.2 0.125   2.16680331 8e+06 24599.78865
## 1645  0.15170171  1.09  1.09   0.2 0.125   2.14466842 8e+06 24846.37525
## 1646  0.15668288  1.09  1.09   0.2 0.125   2.19191059 8e+06 24820.59561
## 1647  0.15341958  1.09  1.09   0.2 0.125   2.22920631 8e+06 24982.51331
## 1648  0.14443886  1.09  1.09   0.2 0.125   2.25597146 8e+06 24748.89369
## 1649  0.14309441  1.09  1.09   0.2 0.125   2.45058445 8e+06 24542.95205
## 1650  0.13967143  1.09  1.09   0.2 0.125   2.27046684 8e+06 24618.21300
## 1651  0.13829056  1.09  1.09   0.2 0.125   2.19957549 8e+06 24361.85264
## 1652  0.13551857  1.09  1.09   0.2 0.125   2.17646451 8e+06 24085.72793
## 1653  0.13569369  1.09  1.09   0.2 0.125   2.46880007 8e+06 24014.58335
## 1654  0.14194784  1.09  1.09   0.2 0.125   2.59180094 8e+06 23919.81614
## 1655  0.13877795  1.09  1.09   0.2 0.125   2.52212935 8e+06 23947.36820
## 1656  0.14302389  1.09  1.09   0.2 0.125   2.76053586 8e+06 23986.89739
## 1657  0.14354287  1.09  1.09   0.2 0.125   2.85587892 8e+06 24146.49141
## 1658  0.13769138  1.09  1.09   0.2 0.125   2.66965417 8e+06 24398.65095
## 1659  0.13370956  1.09  1.09   0.2 0.125   2.72585614 8e+06 24604.06904
## 1660  0.13524724  1.09  1.09   0.2 0.125   2.70413447 8e+06 24792.09071
## 1661  0.14023261  1.09  1.09   0.2 0.125   2.50631901 8e+06 25069.64567
## 1662  0.13749607  1.09  1.09   0.2 0.125   2.75989121 8e+06 24741.90927
## 1663  0.13901263  1.09  1.09   0.2 0.125   2.79055190 8e+06 24787.79368
## 1664  0.13901263  1.09  1.09   0.2 0.125   2.79055190 8e+06 24787.79368
## 1665  0.18136098  1.09  1.09   0.2 0.125   0.57364113 8e+06  8624.19543
## 1666  0.18136098  1.09  1.09   0.2 0.125   0.57364113 8e+06  8624.19543
## 1667  0.17334180  1.09  1.09   0.2 0.125   0.66093695 8e+06  8429.43366
## 1668  0.19294610  1.09  1.09   0.2 0.125   0.53619450 8e+06  8311.91906
## 1669  0.18188898  1.09  1.09   0.2 0.125   0.61845580 8e+06  8361.44492
## 1670  0.15463709  1.09  1.09   0.2 0.125   0.53722127 8e+06  8243.94349
## 1671  0.13401429  1.09  1.09   0.2 0.125   0.53040162 8e+06  8125.54788
## 1672  0.11302994  1.09  1.09   0.2 0.125   0.59737769 8e+06  8178.81172
## 1673  0.10441739  1.09  1.09   0.2 0.125   0.71139031 8e+06  8272.26622
## 1674  0.10759407  1.09  1.09   0.2 0.125   0.84286411 8e+06  7967.68368
## 1675  0.11553769  1.09  1.09   0.2 0.125   0.98752130 8e+06  7954.20079
## 1676  0.10825783  1.09  1.09   0.2 0.125   1.00021018 8e+06  7911.44994
## 1677  0.10934470  1.09  1.09   0.2 0.125   1.06984835 8e+06  8341.65688
## 1678  0.11308950  1.09  1.09   0.2 0.125   1.11394738 8e+06  8438.22141
## 1679  0.11716768  1.09  1.09   0.2 0.125   1.10769805 8e+06  8466.43097
## 1680  0.11505996  1.09  1.09   0.2 0.125   1.08615889 8e+06  8589.03859
## 1681  0.11866400  1.09  1.09   0.2 0.125   1.17999258 8e+06  8781.64945
## 1682  0.11765359  1.09  1.09   0.2 0.125   1.46498675 8e+06  8771.82138
## 1683  0.11907886  1.09  1.09   0.2 0.125   1.88068160 8e+06  8875.37019
## 1684  0.11801158  1.09  1.09   0.2 0.125   2.16856383 8e+06  9016.61900
## 1685  0.11703813  1.09  1.09   0.2 0.125   2.18427995 8e+06  9064.24906
## 1686  0.11568703  1.09  1.09   0.2 0.125   2.23360966 8e+06  9092.93489
## 1687  0.11602630  1.09  1.09   0.2 0.125   2.51139547 8e+06  9258.70639
## 1688  0.12105126  1.09  1.09   0.2 0.125   2.37539869 8e+06  9289.76564
## 1689  0.11944036  1.09  1.09   0.2 0.125   2.17240177 8e+06  9309.59568
## 1690  0.11248245  1.09  1.09   0.2 0.125   2.29143285 8e+06  9280.50682
## 1691  0.11571117  1.09  1.09   0.2 0.125   2.47905221 8e+06  9368.01275
## 1692  0.11583288  1.09  1.09   0.2 0.125   2.59559303 8e+06  9453.34171
## 1693  0.11231697  1.09  1.09   0.2 0.125   2.38519058 8e+06  9429.49444
## 1694  0.11464600  1.09  1.09   0.2 0.125   2.64994750 8e+06  9450.55132
## 1695  0.11151737  1.09  1.09   0.2 0.125   2.40969853 8e+06  9369.18038
## 1696  0.11120433  1.09  1.09   0.2 0.125   2.68293328 8e+06  9411.75899
## 1697  0.10874900  1.09  1.09   0.2 0.125   2.68104037 8e+06  9500.10889
## 1698  0.11002618  1.09  1.09   0.2 0.125   2.53718207 8e+06  9701.58140
## 1699  0.11106020  1.09  1.09   0.2 0.125   2.65340761 8e+06  9961.14340
## 1700  0.10948737  1.09  1.09   0.2 0.125   2.43466702 8e+06 10066.61104
## 1701  0.11234276  1.09  1.09   0.2 0.125   2.80203547 8e+06  9949.75385
## 1702  0.11197870  1.09  1.09   0.2 0.125   2.63224379 8e+06  9920.29469
## 1703  0.11664711  1.09  1.09   0.2 0.125   2.85062817 8e+06 10162.66373
## 1704  0.11977447  1.09  1.09   0.2 0.125   2.74863169 8e+06 10263.62508
## 1705  0.12183939  1.09  1.09   0.2 0.125   2.58585153 8e+06 10358.11224
## 1706  0.11625659  1.09  1.09   0.2 0.125   2.65138019 8e+06 10238.09772
## 1707  0.11736322  1.09  1.09   0.2 0.125   2.78095520 8e+06 10225.30298
## 1708  0.11793168  1.09  1.09   0.2 0.125   2.79794802 8e+06 10307.01863
## 1709  0.12006832  1.09  1.09   0.2 0.125   2.89179513 8e+06 10277.28856
## 1710  0.12371811  1.09  1.09   0.2 0.125   2.84157552 8e+06 10223.63706
## 1711  0.12541133  1.09  1.09   0.2 0.125   2.64563415 8e+06 10242.43810
## 1712  0.12445451  1.09  1.09   0.2 0.125   2.57107320 8e+06 10228.59744
## 1713  0.12759619  1.09  1.09   0.2 0.125   2.54386965 8e+06 10322.33028
## 1714  0.12750834  1.09  1.09   0.2 0.125   2.35720168 8e+06 10598.23355
## 1715  0.12370961  1.09  1.09   0.2 0.125   2.24313699 8e+06 10603.71112
## 1716  0.12328179  1.09  1.09   0.2 0.125   2.28363164 8e+06 10555.95721
## 1717  0.12328179  1.09  1.09   0.2 0.125   2.28363164 8e+06 10555.95721
## 1718  0.12690210  1.09  1.09   0.2 0.125   2.27633649 8e+06 10585.82596
## 1719  0.12591354  1.09  1.09   0.2 0.125   2.35888260 8e+06 10644.64323
## 1720  0.12745332  1.09  1.09   0.2 0.125   2.42144679 8e+06 10633.59830
## 1721  0.12742256  1.09  1.09   0.2 0.125   2.49904257 8e+06 10540.62124
## 1722  0.12740313  1.09  1.09   0.2 0.125   2.85506122 8e+06 10530.00704
## 1723  0.12703583  1.09  1.09   0.2 0.125   3.46322244 8e+06 10498.50713
## 1724  0.13203255  1.09  1.09   0.2 0.125   3.08558865 8e+06 10646.41059
## 1725  0.13467491  1.09  1.09   0.2 0.125   3.23080566 8e+06 10552.46187
## 1726  0.12493050  1.09  1.09   0.2 0.125   2.53495649 8e+06 10850.59070
## 1727  0.12391299  1.09  1.09   0.2 0.125   3.01376827 8e+06 10751.10885
## 1728  0.13229858  1.09  1.09   0.2 0.125   3.89662162 8e+06 10692.98176
## 1729  0.13110800  1.09  1.09   0.2 0.125   3.54734385 8e+06 10737.11109
## 1730  0.13072189  1.09  1.09   0.2 0.125   3.26979977 8e+06 10855.22951
## 1731  0.12976433  1.09  1.09   0.2 0.125   2.84015089 8e+06 10886.80996
## 1732  0.13327199  1.09  1.09   0.2 0.125   2.30686717 8e+06 11097.10428
## 1733  0.13050819  1.09  1.09   0.2 0.125   2.27728644 8e+06 11159.23492
## 1734  0.13713167  1.09  1.09   0.2 0.125   2.31852314 8e+06 11147.56943
## 1735  0.14429787  1.09  1.09   0.2 0.125   2.49164182 8e+06 11106.09696
## 1736  0.14017999  1.09  1.09   0.2 0.125   2.41002395 8e+06 11340.11805
## 1737  0.13818989  1.09  1.09   0.2 0.125   2.10615423 8e+06 11385.69146
## 1738  0.14008511  1.09  1.09   0.2 0.125   2.18620115 8e+06 11401.62060
## 1739  0.13833186  1.09  1.09   0.2 0.125   2.04219126 8e+06 11410.42026
## 1740  0.13524405  1.09  1.09   0.2 0.125   2.11589210 8e+06 11454.95040
## 1741  0.12974130  1.09  1.09   0.2 0.125   2.33919708 8e+06 11621.19517
## 1742  0.12634584  1.09  1.09   0.2 0.125   2.30619567 8e+06 11704.98267
## 1743  0.12542511  1.09  1.09   0.2 0.125   2.73239758 8e+06 11847.60695
## 1744  0.12230763  1.09  1.09   0.2 0.125   3.18291841 8e+06 11934.60871
## 1745  0.12797970  1.09  1.09   0.2 0.125   3.30715821 8e+06 12033.39911
## 1746  0.12326888  1.09  1.09   0.2 0.125   3.33568384 8e+06 12210.94103
## 1747  0.12356911  1.09  1.09   0.2 0.125   3.63020212 8e+06 12243.85122
## 1748  0.12345977  1.09  1.09   0.2 0.125   3.31182718 8e+06 12553.91860
## 1749  0.12138440  1.09  1.09   0.2 0.125   3.46326795 8e+06 12541.05629
## 1750  0.12325236  1.09  1.09   0.2 0.125   3.21459161 8e+06 12785.92034
## 1751  0.13013691  1.09  1.09   0.2 0.125   3.92704051 8e+06 13324.72182
## 1752  0.13520244  1.09  1.09   0.2 0.125   4.11841723 8e+06 13517.90145
## 1753  0.13449636  1.09  1.09   0.2 0.125   4.53363536 8e+06 13777.09804
## 1754  0.13522113  1.09  1.09   0.2 0.125   4.88917733 8e+06 13747.64484
## 1755  0.14270088  1.09  1.09   0.2 0.125   4.68453548 8e+06 14244.50443
## 1756  0.13575429  1.09  1.09   0.2 0.125   4.70130674 8e+06 14220.93651
## 1757  0.13661665  1.09  1.09   0.2 0.125   4.67809167 8e+06 14389.79999
## 1758  0.13351711  1.09  1.09   0.2 0.125   4.83370956 8e+06 14476.30926
## 1759  0.13826465  1.09  1.09   0.2 0.125   4.39812903 8e+06 14195.99159
## 1760  0.14005522  1.09  1.09   0.2 0.125   4.29372620 8e+06 14133.86731
## 1761  0.13873351  1.09  1.09   0.2 0.125   4.55098151 8e+06 14134.05996
## 1762  0.13858453  1.09  1.09   0.2 0.125   4.74041913 8e+06 14233.97356
## 1763  0.13759797  1.09  1.09   0.2 0.125   5.12464155 8e+06 14320.90893
## 1764  0.13618071  1.09  1.09   0.2 0.125   4.77799787 8e+06 14407.54039
## 1765  0.13915500  1.09  1.09   0.2 0.125   4.79668219 8e+06 14509.85039
## 1766  0.13857341  1.09  1.09   0.2 0.125   4.75520648 8e+06 14525.28802
## 1767  0.13517413  1.09  1.09   0.2 0.125   4.95924329 8e+06 14513.62386
## 1768  0.13517413  1.09  1.09   0.2 0.125   4.95924329 8e+06 14513.62386
## 1769  0.09417536  1.09  1.09   0.2 0.125   0.60157859 8e+06 18982.94067
## 1770  0.09417536  1.09  1.09   0.2 0.125   0.60157859 8e+06 18982.94067
## 1771  0.10162097  1.09  1.09   0.2 0.125   0.65171734 8e+06 18181.80629
## 1772  0.10160482  1.09  1.09   0.2 0.125   0.61691444 8e+06 18105.98477
## 1773  0.09595614  1.09  1.09   0.2 0.125   0.55390565 8e+06 18002.06833
## 1774  0.15792072  1.09  1.09   0.2 0.125   0.53491122 8e+06 18098.23624
## 1775  0.18891959  1.09  1.09   0.2 0.125   0.50146185 8e+06 18339.52312
## 1776  0.18089184  1.09  1.09   0.2 0.125   0.57987946 8e+06 17911.98267
## 1777  0.19732286  1.09  1.09   0.2 0.125   0.60570146 8e+06 18253.83192
## 1778  0.19336696  1.09  1.09   0.2 0.125   0.76527056 8e+06 18349.34358
## 1779  0.20779222  1.09  1.09   0.2 0.125   0.69884126 8e+06 18796.73014
## 1780  0.22689947  1.09  1.09   0.2 0.125   0.74264003 8e+06 18842.46129
## 1781  0.20069516  1.09  1.09   0.2 0.125   0.77569329 8e+06 18694.53599
## 1782  0.24015453  1.09  1.09   0.2 0.125   0.81045926 8e+06 19201.23196
## 1783  0.27663448  1.09  1.09   0.2 0.125   0.81103413 8e+06 18927.39616
## 1784  0.29051472  1.09  1.09   0.2 0.125   0.92265927 8e+06 19101.03395
## 1785  0.36934937  1.09  1.09   0.2 0.125   0.78616182 8e+06 19194.43335
## 1786  0.35573634  1.09  1.09   0.2 0.125   0.65544533 8e+06 19233.26057
## 1787  0.37123134  1.09  1.09   0.2 0.125   0.63771497 8e+06 19521.47915
## 1788  0.37781457  1.09  1.09   0.2 0.125   0.66374739 8e+06 19550.92484
## 1789  0.41810403  1.09  1.09   0.2 0.125   0.72223039 8e+06 19409.74319
## 1790  0.45336148  1.09  1.09   0.2 0.125   0.75495419 8e+06 19270.52218
## 1791  0.48885804  1.09  1.09   0.2 0.125   0.88875271 8e+06 19130.39866
## 1792  0.51214662  1.09  1.09   0.2 0.125   0.89639172 8e+06 19333.73161
## 1793  0.52485200  1.09  1.09   0.2 0.125   0.86933091 8e+06 19538.94846
## 1794  0.53673298  1.09  1.09   0.2 0.125   0.89066217 8e+06 19782.11985
## 1795  0.53726666  1.09  1.09   0.2 0.125   0.97206786 8e+06 19903.96288
## 1796  0.56332970  1.09  1.09   0.2 0.125   0.91846612 8e+06 19846.76254
## 1797  0.57124719  1.09  1.09   0.2 0.125   0.97361413 8e+06 19977.56329
## 1798  0.55993223  1.09  1.09   0.2 0.125   1.10239594 8e+06 19916.45015
## 1799  0.55280354  1.09  1.09   0.2 0.125   1.13487349 8e+06 20611.60539
## 1800  0.56937171  1.09  1.09   0.2 0.125   1.19877922 8e+06 21116.50768
## 1801  0.58536003  1.09  1.09   0.2 0.125   1.17450819 8e+06 21285.04828
## 1802  0.57890581  1.09  1.09   0.2 0.125   1.30687512 8e+06 21115.10740
## 1803  0.58509905  1.09  1.09   0.2 0.125   1.38141384 8e+06 21208.21322
## 1804  0.59582200  1.09  1.09   0.2 0.125   1.57065010 8e+06 21162.85852
## 1805  0.58777113  1.09  1.09   0.2 0.125   1.40719510 8e+06 21470.47051
## 1806  0.59558892  1.09  1.09   0.2 0.125   1.78067639 8e+06 21749.96370
## 1807  0.58341011  1.09  1.09   0.2 0.125   1.74485373 8e+06 21785.30666
## 1808  0.58947315  1.09  1.09   0.2 0.125   1.86938600 8e+06 21821.05239
## 1809  0.58147198  1.09  1.09   0.2 0.125   2.07615868 8e+06 21807.28741
## 1810  0.57266645  1.09  1.09   0.2 0.125   2.09346715 8e+06 22027.49147
## 1811  0.56890948  1.09  1.09   0.2 0.125   2.30481746 8e+06 21977.51790
## 1812  0.58082759  1.09  1.09   0.2 0.125   2.17809286 8e+06 22050.54980
## 1813  0.56690544  1.09  1.09   0.2 0.125   2.08613751 8e+06 22179.54083
## 1814  0.56435738  1.09  1.09   0.2 0.125   2.25839607 8e+06 22243.26383
## 1815  0.57143895  1.09  1.09   0.2 0.125   2.09875835 8e+06 22431.05059
## 1816  0.58011562  1.09  1.09   0.2 0.125   2.09325288 8e+06 22432.52864
## 1817  0.58161556  1.09  1.09   0.2 0.125   2.07654227 8e+06 22442.30671
## 1818  0.58842354  1.09  1.09   0.2 0.125   2.09419169 8e+06 22623.87222
## 1819  0.58633457  1.09  1.09   0.2 0.125   2.05455176 8e+06 22697.21127
## 1820  0.58612172  1.09  1.09   0.2 0.125   1.90504177 8e+06 22825.82900
## 1821  0.58612172  1.09  1.09   0.2 0.125   1.90504177 8e+06 22825.82900
## 1822  0.59895721  1.09  1.09   0.2 0.125   1.90931884 8e+06 22850.01505
## 1823  0.59490187  1.09  1.09   0.2 0.125   2.10302162 8e+06 22963.58730
## 1824  0.60404620  1.09  1.09   0.2 0.125   2.06217090 8e+06 23110.21192
## 1825  0.60217200  1.09  1.09   0.2 0.125   2.26620845 8e+06 23676.74809
## 1826  0.58059881  1.09  1.09   0.2 0.125   2.08132588 8e+06 23667.93057
## 1827  0.57140079  1.09  1.09   0.2 0.125   2.19292819 8e+06 24275.34984
## 1828  0.58023487  1.09  1.09   0.2 0.125   2.54356165 8e+06 24776.49540
## 1829  0.59574849  1.09  1.09   0.2 0.125   2.57877737 8e+06 24926.61956
## 1830  0.57885593  1.09  1.09   0.2 0.125   2.30146256 8e+06 25064.16102
## 1831  0.58072393  1.09  1.09   0.2 0.125   2.28553619 8e+06 25188.39411
## 1832  0.58401635  1.09  1.09   0.2 0.125   2.28111257 8e+06 25238.95189
## 1833  0.59277096  1.09  1.09   0.2 0.125   2.05845879 8e+06 25523.55231
## 1834  0.59899679  1.09  1.09   0.2 0.125   2.23540202 8e+06 25562.01921
## 1835  0.59760731  1.09  1.09   0.2 0.125   2.38803198 8e+06 25586.93837
## 1836  0.60139728  1.09  1.09   0.2 0.125   2.25008064 8e+06 25526.91860
## 1837  0.58642690  1.09  1.09   0.2 0.125   2.33048431 8e+06 25202.63886
## 1838  0.58052203  1.09  1.09   0.2 0.125   2.25743644 8e+06 25600.18320
## 1839  0.58624938  1.09  1.09   0.2 0.125   2.57132971 8e+06 26443.75634
## 1840  0.59134019  1.09  1.09   0.2 0.125   2.43325652 8e+06 26404.19751
## 1841  0.57669970  1.09  1.09   0.2 0.125   2.14741578 8e+06 26579.07163
## 1842  0.60249493  1.09  1.09   0.2 0.125   2.33823525 8e+06 27033.85042
## 1843  0.59870697  1.09  1.09   0.2 0.125   2.37854085 8e+06 27538.22712
## 1844  0.60649667  1.09  1.09   0.2 0.125   2.32319182 8e+06 27998.60575
## 1845  0.60650306  1.09  1.09   0.2 0.125   2.40921679 8e+06 28120.23192
## 1846  0.59818882  1.09  1.09   0.2 0.125   2.50783966 8e+06 28481.50768
## 1847  0.59279349  1.09  1.09   0.2 0.125   2.46564876 8e+06 28501.33444
## 1848  0.58757324  1.09  1.09   0.2 0.125   2.59578614 8e+06 28496.13237
## 1849  0.58957680  1.09  1.09   0.2 0.125   2.55609190 8e+06 28616.54263
## 1850  0.58245084  1.09  1.09   0.2 0.125   3.09427537 8e+06 28548.48339
## 1851  0.57805408  1.09  1.09   0.2 0.125   3.47722852 8e+06 28900.87374
## 1852  0.57610980  1.09  1.09   0.2 0.125   3.66932352 8e+06 29137.10707
## 1853  0.57283217  1.09  1.09   0.2 0.125   3.61756301 8e+06 29315.12850
## 1854  0.56969206  1.09  1.09   0.2 0.125   4.27264262 8e+06 29337.98285
## 1855  0.57928596  1.09  1.09   0.2 0.125   5.48502291 8e+06 29512.27172
## 1856  0.59368964  1.09  1.09   0.2 0.125   5.51658013 8e+06 29689.64031
## 1857  0.59461583  1.09  1.09   0.2 0.125   5.39146710 8e+06 29836.40836
## 1858  0.60540722  1.09  1.09   0.2 0.125   5.00911268 8e+06 29991.70268
## 1859  0.60914878  1.09  1.09   0.2 0.125   4.89131459 8e+06 29930.92885
## 1860  0.61308985  1.09  1.09   0.2 0.125   4.78256395 8e+06 29875.72987
## 1861  0.61027999  1.09  1.09   0.2 0.125   4.65373514 8e+06 30185.54294
## 1862  0.59356955  1.09  1.09   0.2 0.125   4.81822941 8e+06 30166.19638
## 1863  0.58603206  1.09  1.09   0.2 0.125   5.09073948 8e+06 30074.69147
## 1864  0.58196483  1.09  1.09   0.2 0.125   5.37581371 8e+06 30148.84139
## 1865  0.58552310  1.09  1.09   0.2 0.125   5.31873339 8e+06 30102.19116
## 1866  0.58495538  1.09  1.09   0.2 0.125   5.43941889 8e+06 30088.25729
## 1867  0.59505435  1.09  1.09   0.2 0.125   5.71263186 8e+06 30651.47712
## 1868  0.59285152  1.09  1.09   0.2 0.125   5.92504352 8e+06 30802.08645
## 1869  0.59226978  1.09  1.09   0.2 0.125   6.07962347 8e+06 30952.17696
## 1870  0.58944555  1.09  1.09   0.2 0.125   5.76813696 8e+06 31087.42049
## 1871  0.59820335  1.09  1.09   0.2 0.125   6.09882102 8e+06 31440.94745
## 1872  0.59820335  1.09  1.09   0.2 0.125   6.09882102 8e+06 31440.94745
## 1873  0.10769406  1.09  1.09   0.2 0.125   0.36915245 8e+06 14804.01056
## 1874  0.10769406  1.09  1.09   0.2 0.125   0.36915245 8e+06 14804.01056
## 1875  0.10829967  1.09  1.09   0.2 0.125   0.40199314 8e+06 14848.76445
## 1876  0.09732261  1.09  1.09   0.2 0.125   0.37648425 8e+06 14788.51928
## 1877  0.05967901  1.09  1.09   0.2 0.125   0.44246309 8e+06 14660.32424
## 1878  0.05766104  1.09  1.09   0.2 0.125   0.44081999 8e+06 14715.23254
## 1879  0.05232725  1.09  1.09   0.2 0.125   0.48009868 8e+06 14677.73257
## 1880  0.04976233  1.09  1.09   0.2 0.125   0.57657016 8e+06 14814.61357
## 1881  0.04432530  1.09  1.09   0.2 0.125   0.61038697 8e+06 14969.25379
## 1882  0.04825288  1.09  1.09   0.2 0.125   0.64685828 8e+06 14900.77841
## 1883  0.04630035  1.09  1.09   0.2 0.125   0.73242917 8e+06 14819.52967
## 1884  0.04680506  1.09  1.09   0.2 0.125   0.89377533 8e+06 14721.30401
## 1885  0.05170304  1.09  1.09   0.2 0.125   1.04278254 8e+06 14410.40688
## 1886  0.06210901  1.09  1.09   0.2 0.125   1.03443217 8e+06 14248.90792
## 1887  0.06894303  1.09  1.09   0.2 0.125   1.11986806 8e+06 14095.91906
## 1888  0.07395820  1.09  1.09   0.2 0.125   1.29730013 8e+06 14030.07646
## 1889  0.07487281  1.09  1.09   0.2 0.125   1.42628187 8e+06 14095.03540
## 1890  0.08123990  1.09  1.09   0.2 0.125   1.58979592 8e+06 14105.45228
## 1891  0.08906765  1.09  1.09   0.2 0.125   1.61952358 8e+06 14246.40841
## 1892  0.09743712  1.09  1.09   0.2 0.125   1.61243153 8e+06 14360.84047
## 1893  0.10411085  1.09  1.09   0.2 0.125   1.53785440 8e+06 14395.81633
## 1894  0.10563466  1.09  1.09   0.2 0.125   1.63462683 8e+06 14585.68554
## 1895  0.11013481  1.09  1.09   0.2 0.125   1.88792453 8e+06 14833.49240
## 1896  0.11912029  1.09  1.09   0.2 0.125   1.92956488 8e+06 15072.81155
## 1897  0.12155849  1.09  1.09   0.2 0.125   1.96450591 8e+06 15217.94005
## 1898  0.11985960  1.09  1.09   0.2 0.125   2.01884494 8e+06 15180.08479
## 1899  0.12491332  1.09  1.09   0.2 0.125   2.07623655 8e+06 15260.42935
## 1900  0.12408678  1.09  1.09   0.2 0.125   2.17059824 8e+06 15255.50713
## 1901  0.12627396  1.09  1.09   0.2 0.125   2.50920619 8e+06 15420.07686
## 1902  0.13210232  1.09  1.09   0.2 0.125   2.71744525 8e+06 15452.67649
## 1903  0.13666411  1.09  1.09   0.2 0.125   2.97167394 8e+06 15398.75675
## 1904  0.13312268  1.09  1.09   0.2 0.125   3.05184027 8e+06 15519.24684
## 1905  0.13160028  1.09  1.09   0.2 0.125   3.20258908 8e+06 15664.16478
## 1906  0.13080046  1.09  1.09   0.2 0.125   3.32952558 8e+06 15737.67298
## 1907  0.13158118  1.09  1.09   0.2 0.125   3.33101410 8e+06 15712.95136
## 1908  0.13186323  1.09  1.09   0.2 0.125   3.54194997 8e+06 15620.96679
## 1909  0.12989227  1.09  1.09   0.2 0.125   3.23866990 8e+06 15585.75667
## 1910  0.13081324  1.09  1.09   0.2 0.125   3.44254452 8e+06 15636.69444
## 1911  0.12689611  1.09  1.09   0.2 0.125   3.97517005 8e+06 15698.13821
## 1912  0.12522156  1.09  1.09   0.2 0.125   4.51137563 8e+06 15776.71682
## 1913  0.12603775  1.09  1.09   0.2 0.125   4.74088031 8e+06 15876.14291
## 1914  0.13006911  1.09  1.09   0.2 0.125   5.06980509 8e+06 16016.95944
## 1915  0.12750729  1.09  1.09   0.2 0.125   5.70756505 8e+06 16096.55365
## 1916  0.12924143  1.09  1.09   0.2 0.125   6.29006403 8e+06 16203.94181
## 1917  0.12839274  1.09  1.09   0.2 0.125   6.85615351 8e+06 16481.50527
## 1918  0.12561646  1.09  1.09   0.2 0.125   7.25984867 8e+06 16558.80412
## 1919  0.12642238  1.09  1.09   0.2 0.125   7.68925293 8e+06 16651.09005
## 1920  0.12302803  1.09  1.09   0.2 0.125   8.51973036 8e+06 16715.77569
## 1921  0.12122868  1.09  1.09   0.2 0.125   8.86952981 8e+06 16672.80524
## 1922  0.12642946  1.09  1.09   0.2 0.125   8.31512249 8e+06 16651.49538
## 1923  0.12220401  1.09  1.09   0.2 0.125   9.95028365 8e+06 16788.57954
## 1924  0.12157953  1.09  1.09   0.2 0.125  11.60104058 8e+06 17076.08410
## 1925  0.12157953  1.09  1.09   0.2 0.125  11.60104058 8e+06 17076.08410
## 1926  0.12588396  1.09  1.09   0.2 0.125  11.68203647 8e+06 17079.41488
## 1927  0.12333726  1.09  1.09   0.2 0.125  11.60788502 8e+06 17040.29077
## 1928  0.12518586  1.09  1.09   0.2 0.125  10.64677409 8e+06 17280.77407
## 1929  0.12460077  1.09  1.09   0.2 0.125  11.53724489 8e+06 17617.60719
## 1930  0.13008022  1.09  1.09   0.2 0.125  11.16498016 8e+06 17866.56840
## 1931  0.13460597  1.09  1.09   0.2 0.125  11.48258666 8e+06 18133.99873
## 1932  0.13087823  1.09  1.09   0.2 0.125  11.45126159 8e+06 18494.18547
## 1933  0.13453027  1.09  1.09   0.2 0.125  12.30218812 8e+06 18706.46210
## 1934  0.13227969  1.09  1.09   0.2 0.125  11.12026369 8e+06 18752.92150
## 1935  0.12641457  1.09  1.09   0.2 0.125   9.68461803 8e+06 19304.16390
## 1936  0.12416555  1.09  1.09   0.2 0.125   8.28697414 8e+06 20293.67791
## 1937  0.12102112  1.09  1.09   0.2 0.125   8.44490332 8e+06 21009.58388
## 1938  0.12326758  1.09  1.09   0.2 0.125   7.66016658 8e+06 21160.25910
## 1939  0.12707724  1.09  1.09   0.2 0.125   7.31288631 8e+06 21291.21049
## 1940  0.12709366  1.09  1.09   0.2 0.125   7.83167594 8e+06 21425.46026
## 1941  0.13861567  1.09  1.09   0.2 0.125   8.51825413 8e+06 21676.42349
## 1942  0.13675472  1.09  1.09   0.2 0.125   8.24187815 8e+06 21523.63126
## 1943  0.13904557  1.09  1.09   0.2 0.125   7.95799872 8e+06 21417.34641
## 1944  0.13628133  1.09  1.09   0.2 0.125   7.61800573 8e+06 21297.93796
## 1945  0.13730620  1.09  1.09   0.2 0.125   7.76992155 8e+06 21221.52211
## 1946  0.13586124  1.09  1.09   0.2 0.125   7.64529440 8e+06 21064.36747
## 1947  0.13760403  1.09  1.09   0.2 0.125   7.85917141 8e+06 21146.88477
## 1948  0.13749367  1.09  1.09   0.2 0.125   7.73667175 8e+06 21295.20517
## 1949  0.13423500  1.09  1.09   0.2 0.125   8.48978051 8e+06 21371.32694
## 1950  0.13000436  1.09  1.09   0.2 0.125   8.10867336 8e+06 21575.02418
## 1951  0.13026954  1.09  1.09   0.2 0.125   7.98866052 8e+06 21524.90001
## 1952  0.12629233  1.09  1.09   0.2 0.125   6.61889423 8e+06 21409.59360
## 1953  0.12495751  1.09  1.09   0.2 0.125   6.82126110 8e+06 21428.95507
## 1954  0.12979043  1.09  1.09   0.2 0.125   6.50268647 8e+06 21358.93246
## 1955  0.13102859  1.09  1.09   0.2 0.125   6.21454131 8e+06 21435.48857
## 1956  0.13235245  1.09  1.09   0.2 0.125   6.19176489 8e+06 21583.82225
## 1957  0.14316291  1.09  1.09   0.2 0.125   6.19359447 8e+06 21504.72709
## 1958  0.14430407  1.09  1.09   0.2 0.125   6.32758177 8e+06 21406.17496
## 1959  0.14505492  1.09  1.09   0.2 0.125   6.25868169 8e+06 21413.97337
## 1960  0.14004895  1.09  1.09   0.2 0.125   6.17192529 8e+06 21461.46169
## 1961  0.13932847  1.09  1.09   0.2 0.125   6.74788736 8e+06 21545.91420
## 1962  0.14498951  1.09  1.09   0.2 0.125   7.16195672 8e+06 21565.26238
## 1963  0.14220905  1.09  1.09   0.2 0.125   7.16241304 8e+06 21804.93397
## 1964  0.14015321  1.09  1.09   0.2 0.125   6.95355257 8e+06 21786.17792
## 1965  0.14183177  1.09  1.09   0.2 0.125   6.94495165 8e+06 22158.76917
## 1966  0.14725510  1.09  1.09   0.2 0.125   7.61955599 8e+06 22229.56306
## 1967  0.14844151  1.09  1.09   0.2 0.125   7.04612681 8e+06 22610.94336
## 1968  0.15174056  1.09  1.09   0.2 0.125   6.83519446 8e+06 22872.82102
## 1969  0.15188258  1.09  1.09   0.2 0.125   6.37485675 8e+06 22972.22669
## 1970  0.15174623  1.09  1.09   0.2 0.125   6.43719497 8e+06 23078.23466
## 1971  0.14926844  1.09  1.09   0.2 0.125   6.55567369 8e+06 23131.42000
## 1972  0.14596993  1.09  1.09   0.2 0.125   6.40766477 8e+06 23192.87883
## 1973  0.14962239  1.09  1.09   0.2 0.125   7.01220446 8e+06 23054.98567
## 1974  0.14802680  1.09  1.09   0.2 0.125   7.34364784 8e+06 22940.07703
## 1975  0.15337436  1.09  1.09   0.2 0.125   7.62768426 8e+06 22978.82122
## 1976  0.15337436  1.09  1.09   0.2 0.125   7.62768426 8e+06 22978.82122
## 1977  0.08483578  1.09  1.09   0.2 0.125   0.31348836 8e+06 19865.48634
## 1978  0.08483578  1.09  1.09   0.2 0.125   0.31348836 8e+06 19865.48634
## 1979  0.09131041  1.09  1.09   0.2 0.125   0.33710018 8e+06 19710.66980
## 1980  0.08444652  1.09  1.09   0.2 0.125   0.33824933 8e+06 19721.80018
## 1981  0.09273483  1.09  1.09   0.2 0.125   0.38757154 8e+06 19622.81022
## 1982  0.08655068  1.09  1.09   0.2 0.125   0.52345247 8e+06 19560.39758
## 1983  0.08242007  1.09  1.09   0.2 0.125   0.68382912 8e+06 19655.59887
## 1984  0.08696217  1.09  1.09   0.2 0.125   0.81869549 8e+06 19740.24662
## 1985  0.08771245  1.09  1.09   0.2 0.125   0.86046125 8e+06 19939.01209
## 1986  0.09695969  1.09  1.09   0.2 0.125   0.89798247 8e+06 19710.57138
## 1987  0.11321368  1.09  1.09   0.2 0.125   0.85825352 8e+06 19997.40037
## 1988  0.12172032  1.09  1.09   0.2 0.125   0.91261247 8e+06 20420.87426
## 1989  0.12929219  1.09  1.09   0.2 0.125   0.92471412 8e+06 20643.54306
## 1990  0.13588191  1.09  1.09   0.2 0.125   1.00008654 8e+06 20691.28150
## 1991  0.13641338  1.09  1.09   0.2 0.125   1.11188941 8e+06 20670.41943
## 1992  0.13744867  1.09  1.09   0.2 0.125   1.11461931 8e+06 20592.85816
## 1993  0.13777655  1.09  1.09   0.2 0.125   1.20900756 8e+06 20287.30066
## 1994  0.13869799  1.09  1.09   0.2 0.125   1.25469510 8e+06 20387.70067
## 1995  0.15941006  1.09  1.09   0.2 0.125   1.25418737 8e+06 20860.96898
## 1996  0.15465889  1.09  1.09   0.2 0.125   1.26853951 8e+06 20829.46195
## 1997  0.15680855  1.09  1.09   0.2 0.125   1.31409136 8e+06 21208.17842
## 1998  0.15259413  1.09  1.09   0.2 0.125   1.41718016 8e+06 21423.34225
## 1999  0.14758655  1.09  1.09   0.2 0.125   1.66890495 8e+06 21843.68031
## 2000  0.14877955  1.09  1.09   0.2 0.125   1.72313548 8e+06 22264.34826
## 2001  0.14098061  1.09  1.09   0.2 0.125   1.84285016 8e+06 22281.80950
## 2002  0.14236466  1.09  1.09   0.2 0.125   1.92225642 8e+06 22619.56632
## 2003  0.13757067  1.09  1.09   0.2 0.125   1.91936598 8e+06 22675.32409
## 2004  0.13923865  1.09  1.09   0.2 0.125   1.92597810 8e+06 22590.40008
## 2005  0.14219435  1.09  1.09   0.2 0.125   2.00646548 8e+06 22512.19116
## 2006  0.14650102  1.09  1.09   0.2 0.125   2.01073112 8e+06 22585.91586
## 2007  0.14427431  1.09  1.09   0.2 0.125   2.16454875 8e+06 22402.16579
## 2008  0.13805729  1.09  1.09   0.2 0.125   2.15348493 8e+06 22443.75454
## 2009  0.13730171  1.09  1.09   0.2 0.125   2.14189416 8e+06 22374.61458
## 2010  0.13960036  1.09  1.09   0.2 0.125   2.15632569 8e+06 22378.58884
## 2011  0.13754825  1.09  1.09   0.2 0.125   2.17219601 8e+06 22283.14187
## 2012  0.14073430  1.09  1.09   0.2 0.125   2.13446864 8e+06 22326.82660
## 2013  0.14078678  1.09  1.09   0.2 0.125   2.17640573 8e+06 22129.53385
## 2014  0.13667322  1.09  1.09   0.2 0.125   2.27264975 8e+06 22049.94833
## 2015  0.13257726  1.09  1.09   0.2 0.125   2.37180039 8e+06 21940.08597
## 2016  0.12535851  1.09  1.09   0.2 0.125   2.58794942 8e+06 21917.31721
## 2017  0.12725411  1.09  1.09   0.2 0.125   2.66744808 8e+06 22102.45369
## 2018  0.12905311  1.09  1.09   0.2 0.125   2.63498110 8e+06 22140.12698
## 2019  0.13200358  1.09  1.09   0.2 0.125   2.69413623 8e+06 22142.96277
## 2020  0.13232464  1.09  1.09   0.2 0.125   2.77872325 8e+06 22122.64252
## 2021  0.13050880  1.09  1.09   0.2 0.125   2.88151274 8e+06 22174.85482
## 2022  0.13195804  1.09  1.09   0.2 0.125   2.87752817 8e+06 22329.36401
## 2023  0.12848526  1.09  1.09   0.2 0.125   3.09030477 8e+06 22513.77768
## 2024  0.12824790  1.09  1.09   0.2 0.125   3.08221835 8e+06 22740.74517
## 2025  0.12818632  1.09  1.09   0.2 0.125   3.35362311 8e+06 22955.00758
## 2026  0.12627118  1.09  1.09   0.2 0.125   3.65119207 8e+06 23032.60970
## 2027  0.12544358  1.09  1.09   0.2 0.125   3.79494707 8e+06 23276.88084
## 2028  0.12852662  1.09  1.09   0.2 0.125   3.84932993 8e+06 23241.02904
## 2029  0.12852662  1.09  1.09   0.2 0.125   3.84932993 8e+06 23241.02904
## 2030  0.12946799  1.09  1.09   0.2 0.125   3.83298478 8e+06 23231.77535
## 2031  0.13208835  1.09  1.09   0.2 0.125   3.97628330 8e+06 23102.91037
## 2032  0.13474779  1.09  1.09   0.2 0.125   3.87890654 8e+06 23130.18514
## 2033  0.13340516  1.09  1.09   0.2 0.125   3.89364400 8e+06 23229.64235
## 2034  0.13729577  1.09  1.09   0.2 0.125   3.94882808 8e+06 23273.89440
## 2035  0.13581174  1.09  1.09   0.2 0.125   4.39684837 8e+06 23461.70987
## 2036  0.14343025  1.09  1.09   0.2 0.125   4.37004796 8e+06 23353.75742
## 2037  0.13972109  1.09  1.09   0.2 0.125   4.31627324 8e+06 23934.99041
## 2038  0.13658384  1.09  1.09   0.2 0.125   3.79974618 8e+06 24001.08587
## 2039  0.14199260  1.09  1.09   0.2 0.125   3.86935896 8e+06 24487.40316
## 2040  0.13961680  1.09  1.09   0.2 0.125   4.50814124 8e+06 24721.13466
## 2041  0.14267120  1.09  1.09   0.2 0.125   4.10114429 8e+06 24810.63983
## 2042  0.13976223  1.09  1.09   0.2 0.125   3.81892853 8e+06 24847.56267
## 2043  0.14235387  1.09  1.09   0.2 0.125   3.85501422 8e+06 25307.88621
## 2044  0.13895798  1.09  1.09   0.2 0.125   3.88144190 8e+06 25650.56243
## 2045  0.14561021  1.09  1.09   0.2 0.125   4.19416292 8e+06 25601.37790
## 2046  0.14603389  1.09  1.09   0.2 0.125   4.06346852 8e+06 25889.94437
## 2047  0.14692315  1.09  1.09   0.2 0.125   4.21638064 8e+06 26341.74624
## 2048  0.14019308  1.09  1.09   0.2 0.125   4.67979059 8e+06 26461.53307
## 2049  0.13760760  1.09  1.09   0.2 0.125   4.49822031 8e+06 26674.40123
## 2050  0.14740395  1.09  1.09   0.2 0.125   4.62390593 8e+06 27003.64662
## 2051  0.15471565  1.09  1.09   0.2 0.125   4.97999263 8e+06 26921.94794
## 2052  0.15741713  1.09  1.09   0.2 0.125   5.85502339 8e+06 26785.58365
## 2053  0.15941255  1.09  1.09   0.2 0.125   5.73429370 8e+06 26776.42923
## 2054  0.15528093  1.09  1.09   0.2 0.125   5.92076146 8e+06 27088.04313
## 2055  0.14982807  1.09  1.09   0.2 0.125   5.77279185 8e+06 27625.01696
## 2056  0.14813858  1.09  1.09   0.2 0.125   5.93447061 8e+06 27850.51144
## 2057  0.14973663  1.09  1.09   0.2 0.125   5.34962027 8e+06 28303.02601
## 2058  0.15322889  1.09  1.09   0.2 0.125   5.35281805 8e+06 28510.10967
## 2059  0.15276196  1.09  1.09   0.2 0.125   5.43875164 8e+06 28832.12791
## 2060  0.15316545  1.09  1.09   0.2 0.125   5.65794086 8e+06 29055.63134
## 2061  0.15219913  1.09  1.09   0.2 0.125   5.93163685 8e+06 29296.57865
## 2062  0.14870290  1.09  1.09   0.2 0.125   5.27717615 8e+06 29958.07072
## 2063  0.15438379  1.09  1.09   0.2 0.125   5.54601099 8e+06 29890.95375
## 2064  0.15251795  1.09  1.09   0.2 0.125   5.52696439 8e+06 29851.63954
## 2065  0.15461625  1.09  1.09   0.2 0.125   5.72789132 8e+06 30091.09619
## 2066  0.15382366  1.09  1.09   0.2 0.125   5.14149199 8e+06 30460.46441
## 2067  0.15040704  1.09  1.09   0.2 0.125   4.47464811 8e+06 30701.32823
## 2068  0.15065117  1.09  1.09   0.2 0.125   4.62997708 8e+06 30869.17755
## 2069  0.15056902  1.09  1.09   0.2 0.125   4.42067324 8e+06 30874.88978
## 2070  0.15186974  1.09  1.09   0.2 0.125   4.40199061 8e+06 30840.07816
## 2071  0.14914435  1.09  1.09   0.2 0.125   4.62550366 8e+06 30828.29617
## 2072  0.15424609  1.09  1.09   0.2 0.125   4.83576511 8e+06 30929.20338
## 2073  0.15030923  1.09  1.09   0.2 0.125   4.79443390 8e+06 30740.21866
## 2074  0.15394975  1.09  1.09   0.2 0.125   5.04444602 8e+06 30965.92639
## 2075  0.15251663  1.09  1.09   0.2 0.125   5.04509007 8e+06 30923.84898
## 2076  0.15586164  1.09  1.09   0.2 0.125   5.35590092 8e+06 31207.54781
## 2077  0.15499280  1.09  1.09   0.2 0.125   5.81797313 8e+06 31750.88670
## 2078  0.15522994  1.09  1.09   0.2 0.125   6.21996962 8e+06 32557.21026
## 2079  0.15651660  1.09  1.09   0.2 0.125   5.92426486 8e+06 32762.86269
## 2080  0.15651660  1.09  1.09   0.2 0.125   5.92426486 8e+06 32762.86269
## 2081  0.30466923  1.09  1.09   0.2 0.125   0.56771801 8e+06  9351.63654
## 2082  0.30466923  1.09  1.09   0.2 0.125   0.56771801 8e+06  9351.63654
## 2083  0.28606716  1.09  1.09   0.2 0.125   0.52713504 8e+06  9242.18654
## 2084  0.37511579  1.09  1.09   0.2 0.125   0.50795099 8e+06  9502.02855
## 2085  0.40472582  1.09  1.09   0.2 0.125   0.45724171 8e+06  9652.57935
## 2086  0.37591663  1.09  1.09   0.2 0.125   0.49714583 8e+06  9347.40250
## 2087  0.34578339  1.09  1.09   0.2 0.125   0.63581805 8e+06  9712.83554
## 2088  0.36950771  1.09  1.09   0.2 0.125   0.49625161 8e+06 10002.18969
## 2089  0.34966165  1.09  1.09   0.2 0.125   0.54623093 8e+06 10045.33404
## 2090  0.31558234  1.09  1.09   0.2 0.125   0.62312028 8e+06  9985.39000
## 2091  0.29920837  1.09  1.09   0.2 0.125   0.71985963 8e+06  9911.48913
## 2092  0.28349161  1.09  1.09   0.2 0.125   0.77978019 8e+06  9848.74725
## 2093  0.28096192  1.09  1.09   0.2 0.125   0.79145722 8e+06  9943.28525
## 2094  0.26795717  1.09  1.09   0.2 0.125   0.86164670 8e+06 10036.86356
## 2095  0.26664866  1.09  1.09   0.2 0.125   0.93618701 8e+06 10188.56344
## 2096  0.26579868  1.09  1.09   0.2 0.125   0.99292061 8e+06 10220.85479
## 2097  0.24801794  1.09  1.09   0.2 0.125   1.07363479 8e+06 10268.46052
## 2098  0.24898584  1.09  1.09   0.2 0.125   1.10078980 8e+06 10333.50683
## 2099  0.25226061  1.09  1.09   0.2 0.125   1.21982748 8e+06 10276.71014
## 2100  0.24194264  1.09  1.09   0.2 0.125   1.35360507 8e+06 10425.92193
## 2101  0.23692004  1.09  1.09   0.2 0.125   1.47904396 8e+06 10586.04467
## 2102  0.23783349  1.09  1.09   0.2 0.125   1.72617033 8e+06 10545.18755
## 2103  0.23800936  1.09  1.09   0.2 0.125   1.79074440 8e+06 10508.10782
## 2104  0.23454561  1.09  1.09   0.2 0.125   1.81369989 8e+06 10477.44717
## 2105  0.23435485  1.09  1.09   0.2 0.125   1.72869927 8e+06 10354.85415
## 2106  0.23560011  1.09  1.09   0.2 0.125   1.71820637 8e+06 10480.83611
## 2107  0.22762736  1.09  1.09   0.2 0.125   1.71966409 8e+06 10055.81428
## 2108  0.22785339  1.09  1.09   0.2 0.125   1.86190939 8e+06  9817.97373
## 2109  0.23039542  1.09  1.09   0.2 0.125   1.93616358 8e+06  9891.06681
## 2110  0.23031347  1.09  1.09   0.2 0.125   2.03553117 8e+06  9687.43158
## 2111  0.22445294  1.09  1.09   0.2 0.125   2.06917266 8e+06  9646.24717
## 2112  0.22409288  1.09  1.09   0.2 0.125   2.35729026 8e+06  9444.51528
## 2113  0.22574247  1.09  1.09   0.2 0.125   2.44735871 8e+06  9316.74744
## 2114  0.22627558  1.09  1.09   0.2 0.125   2.55078303 8e+06  9414.66512
## 2115  0.22012924  1.09  1.09   0.2 0.125   2.54174366 8e+06  9437.80173
## 2116  0.21741703  1.09  1.09   0.2 0.125   2.52300103 8e+06  9573.23773
## 2117  0.22079621  1.09  1.09   0.2 0.125   2.71709752 8e+06  9481.37431
## 2118  0.22356685  1.09  1.09   0.2 0.125   2.79524626 8e+06  9662.74897
## 2119  0.22550413  1.09  1.09   0.2 0.125   2.89444628 8e+06  9561.52088
## 2120  0.22699975  1.09  1.09   0.2 0.125   2.83722871 8e+06  9615.56123
## 2121  0.22741527  1.09  1.09   0.2 0.125   2.86711725 8e+06  9760.34313
## 2122  0.22343182  1.09  1.09   0.2 0.125   2.85795943 8e+06  9760.09824
## 2123  0.21664140  1.09  1.09   0.2 0.125   2.90822987 8e+06  9826.89047
## 2124  0.21300170  1.09  1.09   0.2 0.125   3.05847727 8e+06  9864.29041
## 2125  0.21780442  1.09  1.09   0.2 0.125   3.05749036 8e+06  9828.50738
## 2126  0.21659045  1.09  1.09   0.2 0.125   3.08737302 8e+06  9877.40683
## 2127  0.21975952  1.09  1.09   0.2 0.125   3.14334505 8e+06  9874.99518
## 2128  0.22143528  1.09  1.09   0.2 0.125   3.29898509 8e+06  9862.24397
## 2129  0.21825123  1.09  1.09   0.2 0.125   3.35252542 8e+06  9845.64899
## 2130  0.21679573  1.09  1.09   0.2 0.125   3.38168991 8e+06  9862.63940
## 2131  0.21702248  1.09  1.09   0.2 0.125   3.39668236 8e+06  9892.72706
## 2132  0.21649181  1.09  1.09   0.2 0.125   3.62228758 8e+06  9864.39571
## 2133  0.21649181  1.09  1.09   0.2 0.125   3.62228758 8e+06  9864.39571
## 2134  0.21960822  1.09  1.09   0.2 0.125   3.57793104 8e+06  9894.50584
## 2135  0.22604588  1.09  1.09   0.2 0.125   3.65404773 8e+06  9892.31887
## 2136  0.21546577  1.09  1.09   0.2 0.125   3.67708247 8e+06  9860.77542
## 2137  0.21851939  1.09  1.09   0.2 0.125   3.63328100 8e+06  9863.15939
## 2138  0.21885785  1.09  1.09   0.2 0.125   3.73098041 8e+06  9817.49492
## 2139  0.22059118  1.09  1.09   0.2 0.125   3.67727752 8e+06  9860.48831
## 2140  0.21724145  1.09  1.09   0.2 0.125   3.67590597 8e+06  9889.18051
## 2141  0.22438411  1.09  1.09   0.2 0.125   3.40418456 8e+06  9856.69011
## 2142  0.21656001  1.09  1.09   0.2 0.125   3.48097385 8e+06  9809.11051
## 2143  0.21719589  1.09  1.09   0.2 0.125   3.69302692 8e+06  9840.72371
## 2144  0.20926362  1.09  1.09   0.2 0.125   3.39087715 8e+06  9876.43032
## 2145  0.21547418  1.09  1.09   0.2 0.125   3.61681149 8e+06  9926.40669
## 2146  0.21876659  1.09  1.09   0.2 0.125   3.66966746 8e+06  9968.14362
## 2147  0.22108048  1.09  1.09   0.2 0.125   3.81710121 8e+06 10151.92658
## 2148  0.21726175  1.09  1.09   0.2 0.125   4.00240982 8e+06 10300.72842
## 2149  0.21009011  1.09  1.09   0.2 0.125   4.10372904 8e+06 10280.03661
## 2150  0.20625013  1.09  1.09   0.2 0.125   3.86244616 8e+06 10327.35941
## 2151  0.19911700  1.09  1.09   0.2 0.125   3.50303966 8e+06 10392.83319
## 2152  0.20125736  1.09  1.09   0.2 0.125   3.14569842 8e+06 10409.90496
## 2153  0.20465608  1.09  1.09   0.2 0.125   3.73053510 8e+06 10426.19864
## 2154  0.20715489  1.09  1.09   0.2 0.125   4.12800133 8e+06 10411.96178
## 2155  0.20597363  1.09  1.09   0.2 0.125   3.89632331 8e+06 10448.25828
## 2156  0.19852806  1.09  1.09   0.2 0.125   3.52694414 8e+06 10446.80932
## 2157  0.19383135  1.09  1.09   0.2 0.125   3.92573799 8e+06 10431.22935
## 2158  0.20205076  1.09  1.09   0.2 0.125   4.24111431 8e+06 10376.61512
## 2159  0.19356480  1.09  1.09   0.2 0.125   4.22497682 8e+06 10402.36176
## 2160  0.19458763  1.09  1.09   0.2 0.125   4.23908929 8e+06 10442.74319
## 2161  0.19989691  1.09  1.09   0.2 0.125   4.27706624 8e+06 10557.81410
## 2162  0.20063392  1.09  1.09   0.2 0.125   4.61005704 8e+06 10446.63236
## 2163  0.19185344  1.09  1.09   0.2 0.125   4.99647877 8e+06 10414.76912
## 2164  0.18820976  1.09  1.09   0.2 0.125   5.19284191 8e+06 10425.47335
## 2165  0.18905235  1.09  1.09   0.2 0.125   5.15970927 8e+06 10469.23911
## 2166  0.19132796  1.09  1.09   0.2 0.125   5.00438683 8e+06 10491.48771
## 2167  0.19484630  1.09  1.09   0.2 0.125   5.20297055 8e+06 10425.61345
## 2168  0.19395242  1.09  1.09   0.2 0.125   4.79429049 8e+06 10482.60747
## 2169  0.19861591  1.09  1.09   0.2 0.125   4.80322610 8e+06 10445.30037
## 2170  0.19422625  1.09  1.09   0.2 0.125   4.79760987 8e+06 10354.33327
## 2171  0.19880411  1.09  1.09   0.2 0.125   4.74879597 8e+06 10252.12464
## 2172  0.20287247  1.09  1.09   0.2 0.125   5.02128030 8e+06 10249.05764
## 2173  0.20327176  1.09  1.09   0.2 0.125   4.54650011 8e+06 10329.99827
## 2174  0.20359781  1.09  1.09   0.2 0.125   4.51078958 8e+06 10340.55856
## 2175  0.20366151  1.09  1.09   0.2 0.125   4.76298162 8e+06 10499.80802
## 2176  0.20228649  1.09  1.09   0.2 0.125   4.55816848 8e+06 10496.33680
## 2177  0.20093999  1.09  1.09   0.2 0.125   4.41359915 8e+06 10454.74609
## 2178  0.20024422  1.09  1.09   0.2 0.125   4.60774180 8e+06 10475.43569
## 2179  0.19821943  1.09  1.09   0.2 0.125   4.68284193 8e+06 10472.98735
## 2180  0.20050611  1.09  1.09   0.2 0.125   4.67717992 8e+06 10510.47876
## 2181  0.20147576  1.09  1.09   0.2 0.125   4.61709191 8e+06 10650.24998
## 2182  0.19426914  1.09  1.09   0.2 0.125   6.04602633 8e+06 10487.92465
## 2183  0.19888642  1.09  1.09   0.2 0.125   7.34003059 8e+06 10389.10915
## 2184  0.19888642  1.09  1.09   0.2 0.125   7.34003059 8e+06 10389.10915
## 2185  0.38425418  1.09  1.09   0.2 0.125   0.99951405 8e+06  6352.33884
## 2186  0.38425418  1.09  1.09   0.2 0.125   0.99951405 8e+06  6352.33884
## 2187  0.50540629  1.09  1.09   0.2 0.125   1.00370604 8e+06  6282.83635
## 2188  0.43000608  1.09  1.09   0.2 0.125   0.98902608 8e+06  6360.49847
## 2189  0.46045671  1.09  1.09   0.2 0.125   1.07381970 8e+06  6180.55222
## 2190  0.50605588  1.09  1.09   0.2 0.125   1.83394348 8e+06  6335.21416
## 2191  0.49353269  1.09  1.09   0.2 0.125   1.79136956 8e+06  6461.12161
## 2192  0.47632549  1.09  1.09   0.2 0.125   1.90308237 8e+06  6536.95705
## 2193  0.45514020  1.09  1.09   0.2 0.125   2.10715056 8e+06  6513.91520
## 2194  0.50425308  1.09  1.09   0.2 0.125   2.13536722 8e+06  6611.97914
## 2195  0.53375963  1.09  1.09   0.2 0.125   2.14331760 8e+06  6428.30114
## 2196  0.53848039  1.09  1.09   0.2 0.125   1.78721142 8e+06  6552.82538
## 2197  0.53705302  1.09  1.09   0.2 0.125   2.41392025 8e+06  6289.66842
## 2198  0.53328730  1.09  1.09   0.2 0.125   2.53509142 8e+06  6206.02940
## 2199  0.52872179  1.09  1.09   0.2 0.125   2.85366628 8e+06  6177.68721
## 2200  0.49933800  1.09  1.09   0.2 0.125   2.94429066 8e+06  6248.93275
## 2201  0.34784698  1.09  1.09   0.2 0.125   3.32058808 8e+06  6180.08583
## 2202  0.28681100  1.09  1.09   0.2 0.125   3.65659611 8e+06  6067.50675
## 2203  0.24213238  1.09  1.09   0.2 0.125   3.42739234 8e+06  6045.10328
## 2204  0.16591843  1.09  1.09   0.2 0.125   4.60006325 8e+06  6017.66043
## 2205  0.12091992  1.09  1.09   0.2 0.125   4.25605964 8e+06  5953.75031
## 2206  0.08727416  1.09  1.09   0.2 0.125   4.72287288 8e+06  5917.69394
## 2207  0.06754936  1.09  1.09   0.2 0.125   4.30644472 8e+06  5779.60753
## 2208  0.06434466  1.09  1.09   0.2 0.125   4.26927848 8e+06  5750.86369
## 2209  0.05706746  1.09  1.09   0.2 0.125   4.26483205 8e+06  5770.04085
## 2210  0.05283214  1.09  1.09   0.2 0.125   4.19373104 8e+06  5780.35796
## 2211  0.04646491  1.09  1.09   0.2 0.125   4.15775520 8e+06  5747.08182
## 2212  0.03944198  1.09  1.09   0.2 0.125   4.02081092 8e+06  5743.67573
## 2213  0.04120703  1.09  1.09   0.2 0.125   4.00496559 8e+06  5767.65007
## 2214  0.03995275  1.09  1.09   0.2 0.125   4.42068810 8e+06  5819.41477
## 2215  0.04417918  1.09  1.09   0.2 0.125   5.11677532 8e+06  5840.08451
## 2216  0.04285731  1.09  1.09   0.2 0.125   7.81740839 8e+06  5764.45747
## 2217  0.04247077  1.09  1.09   0.2 0.125   8.41601166 8e+06  5660.38002
## 2218  0.04491554  1.09  1.09   0.2 0.125   8.29100712 8e+06  5737.95646
## 2219  0.04386546  1.09  1.09   0.2 0.125   7.82644351 8e+06  5663.14021
## 2220  0.04743089  1.09  1.09   0.2 0.125   7.42098428 8e+06  5661.42177
## 2221  0.04867458  1.09  1.09   0.2 0.125   7.33798692 8e+06  5623.01347
## 2222  0.05669723  1.09  1.09   0.2 0.125   7.19546228 8e+06  5610.73556
## 2223  0.05866193  1.09  1.09   0.2 0.125   7.19589714 8e+06  5604.82403
## 2224  0.05873191  1.09  1.09   0.2 0.125   7.18899411 8e+06  5630.41511
## 2225  0.05687387  1.09  1.09   0.2 0.125   7.05779440 8e+06  5620.83481
## 2226  0.06171694  1.09  1.09   0.2 0.125   7.38469418 8e+06  5588.05305
## 2227  0.06291334  1.09  1.09   0.2 0.125   7.38992662 8e+06  5601.22495
## 2228  0.06388569  1.09  1.09   0.2 0.125   7.09414657 8e+06  5536.71114
## 2229  0.06856923  1.09  1.09   0.2 0.125   6.61295331 8e+06  5500.41807
## 2230  0.06795512  1.09  1.09   0.2 0.125   6.19290831 8e+06  5451.15370
## 2231  0.06883840  1.09  1.09   0.2 0.125   5.35360454 8e+06  5441.48772
## 2232  0.07246596  1.09  1.09   0.2 0.125   5.65836691 8e+06  5467.33141
## 2233  0.07540793  1.09  1.09   0.2 0.125   6.19421685 8e+06  5442.26645
## 2234  0.07775045  1.09  1.09   0.2 0.125   6.43042193 8e+06  5459.14592
## 2235  0.08130540  1.09  1.09   0.2 0.125   6.40324656 8e+06  5438.80345
## 2236  0.08247598  1.09  1.09   0.2 0.125   6.99634504 8e+06  5457.71368
## 2237  0.08247598  1.09  1.09   0.2 0.125   6.99634504 8e+06  5457.71368
## 2238  0.08561004  1.09  1.09   0.2 0.125   6.99028833 8e+06  5484.32291
## 2239  0.08579859  1.09  1.09   0.2 0.125   7.75554008 8e+06  5511.07217
## 2240  0.07909811  1.09  1.09   0.2 0.125   7.52087430 8e+06  5469.43435
## 2241  0.07905377  1.09  1.09   0.2 0.125   8.00439043 8e+06  5472.75194
## 2242  0.08059690  1.09  1.09   0.2 0.125   8.39673834 8e+06  5490.48837
## 2243  0.08753555  1.09  1.09   0.2 0.125   7.45320851 8e+06  5529.36712
## 2244  0.09407590  1.09  1.09   0.2 0.125   7.30382533 8e+06  5629.53229
## 2245  0.09730707  1.09  1.09   0.2 0.125   8.25079303 8e+06  5577.52869
## 2246  0.09721367  1.09  1.09   0.2 0.125   7.57331325 8e+06  5679.28831
## 2247  0.09848530  1.09  1.09   0.2 0.125   7.22131049 8e+06  5802.00586
## 2248  0.09395316  1.09  1.09   0.2 0.125   6.29888532 8e+06  5980.24686
## 2249  0.09518281  1.09  1.09   0.2 0.125   5.46245893 8e+06  6138.76860
## 2250  0.09532748  1.09  1.09   0.2 0.125   4.97815856 8e+06  6249.17543
## 2251  0.09882815  1.09  1.09   0.2 0.125   5.06564628 8e+06  6267.90333
## 2252  0.09983759  1.09  1.09   0.2 0.125   4.79315363 8e+06  6276.00068
## 2253  0.09944958  1.09  1.09   0.2 0.125   4.79596342 8e+06  6317.97431
## 2254  0.10317213  1.09  1.09   0.2 0.125   4.44751070 8e+06  6339.37009
## 2255  0.10648251  1.09  1.09   0.2 0.125   4.94922844 8e+06  6448.02920
## 2256  0.10882614  1.09  1.09   0.2 0.125   4.64927148 8e+06  6545.81827
## 2257  0.11362886  1.09  1.09   0.2 0.125   4.48340161 8e+06  6699.72433
## 2258  0.10933247  1.09  1.09   0.2 0.125   4.39976829 8e+06  6768.82999
## 2259  0.10903035  1.09  1.09   0.2 0.125   4.09899029 8e+06  6835.49777
## 2260  0.11032655  1.09  1.09   0.2 0.125   4.19389902 8e+06  6839.95764
## 2261  0.11218721  1.09  1.09   0.2 0.125   4.20097125 8e+06  6917.74490
## 2262  0.10864433  1.09  1.09   0.2 0.125   4.09913658 8e+06  6886.63555
## 2263  0.11091113  1.09  1.09   0.2 0.125   4.13559571 8e+06  6893.57545
## 2264  0.11038980  1.09  1.09   0.2 0.125   4.42166804 8e+06  6947.89365
## 2265  0.11225212  1.09  1.09   0.2 0.125   4.43728736 8e+06  6929.27919
## 2266  0.11571452  1.09  1.09   0.2 0.125   4.40399642 8e+06  6978.74067
## 2267  0.11541182  1.09  1.09   0.2 0.125   4.54765403 8e+06  7003.22500
## 2268  0.11556786  1.09  1.09   0.2 0.125   4.44671508 8e+06  7030.78344
## 2269  0.11920713  1.09  1.09   0.2 0.125   4.19098693 8e+06  7088.60704
## 2270  0.11834621  1.09  1.09   0.2 0.125   3.93874746 8e+06  7150.42582
## 2271  0.12471662  1.09  1.09   0.2 0.125   4.23564753 8e+06  7161.54342
## 2272  0.12240494  1.09  1.09   0.2 0.125   4.99299130 8e+06  7095.69022
## 2273  0.12339600  1.09  1.09   0.2 0.125   5.37845050 8e+06  7064.24335
## 2274  0.12181948  1.09  1.09   0.2 0.125   5.59088283 8e+06  7069.83351
## 2275  0.12376959  1.09  1.09   0.2 0.125   4.96094440 8e+06  7129.68302
## 2276  0.12026634  1.09  1.09   0.2 0.125   5.02441089 8e+06  7156.29856
## 2277  0.12543363  1.09  1.09   0.2 0.125   5.27423810 8e+06  7150.54587
## 2278  0.11682814  1.09  1.09   0.2 0.125   4.54215556 8e+06  7192.05915
## 2279  0.11530801  1.09  1.09   0.2 0.125   4.48446696 8e+06  7221.79819
## 2280  0.11937887  1.09  1.09   0.2 0.125   4.81947743 8e+06  7251.23272
## 2281  0.12092366  1.09  1.09   0.2 0.125   4.82086939 8e+06  7342.99875
## 2282  0.12195483  1.09  1.09   0.2 0.125   5.33639322 8e+06  7391.63824
## 2283  0.12145119  1.09  1.09   0.2 0.125   6.55979307 8e+06  7419.21761
## 2284  0.12534246  1.09  1.09   0.2 0.125   8.37287899 8e+06  7438.46571
## 2285  0.12818379  1.09  1.09   0.2 0.125   9.98127249 8e+06  7431.78092
## 2286  0.12905588  1.09  1.09   0.2 0.125  13.46974372 8e+06  7399.26183
## 2287  0.13011590  1.09  1.09   0.2 0.125  14.10948739 8e+06  7415.40688
## 2288  0.13011590  1.09  1.09   0.2 0.125  14.10948739 8e+06  7415.40688
## 2289  0.08878817  1.09  1.09   0.2 0.125   0.44282749 8e+06  9835.26717
## 2290  0.08878817  1.09  1.09   0.2 0.125   0.44282749 8e+06  9835.26717
## 2291  0.08100415  1.09  1.09   0.2 0.125   0.67303685 8e+06  9919.79819
## 2292  0.11941220  1.09  1.09   0.2 0.125   0.53787186 8e+06 10060.79289
## 2293  0.10381203  1.09  1.09   0.2 0.125   0.85450860 8e+06  9772.32739
## 2294  0.07895346  1.09  1.09   0.2 0.125   0.91265638 8e+06  9570.34962
## 2295  0.07733167  1.09  1.09   0.2 0.125   0.59360462 8e+06  9704.36420
## 2296  0.06684618  1.09  1.09   0.2 0.125   0.65250868 8e+06  9649.66680
## 2297  0.07012029  1.09  1.09   0.2 0.125   0.76849834 8e+06  9617.98759
## 2298  0.06816289  1.09  1.09   0.2 0.125   0.90341120 8e+06  9549.87755
## 2299  0.06642480  1.09  1.09   0.2 0.125   1.14782332 8e+06  9536.04218
## 2300  0.06878296  1.09  1.09   0.2 0.125   1.25207479 8e+06  9662.37866
## 2301  0.06986517  1.09  1.09   0.2 0.125   1.43933355 8e+06  9652.82188
## 2302  0.06984146  1.09  1.09   0.2 0.125   1.50609436 8e+06  9524.79110
## 2303  0.06928790  1.09  1.09   0.2 0.125   1.53693858 8e+06  9561.52136
## 2304  0.07313342  1.09  1.09   0.2 0.125   1.50407279 8e+06  9597.49619
## 2305  0.06912684  1.09  1.09   0.2 0.125   1.63822642 8e+06  9548.21243
## 2306  0.07608857  1.09  1.09   0.2 0.125   1.75999696 8e+06  9512.52496
## 2307  0.07716506  1.09  1.09   0.2 0.125   1.92278392 8e+06  9476.65085
## 2308  0.08076426  1.09  1.09   0.2 0.125   1.92861462 8e+06  9472.95585
## 2309  0.08380303  1.09  1.09   0.2 0.125   2.32088708 8e+06  9386.31092
## 2310  0.09220600  1.09  1.09   0.2 0.125   2.48362438 8e+06  9358.15721
## 2311  0.09186695  1.09  1.09   0.2 0.125   2.84364205 8e+06  9368.60772
## 2312  0.09300688  1.09  1.09   0.2 0.125   2.98326343 8e+06  9410.09696
## 2313  0.10069099  1.09  1.09   0.2 0.125   3.12203825 8e+06  9462.03349
## 2314  0.10769697  1.09  1.09   0.2 0.125   3.19642305 8e+06  9489.19002
## 2315  0.11611724  1.09  1.09   0.2 0.125   3.81289305 8e+06  9758.74188
## 2316  0.11510973  1.09  1.09   0.2 0.125   3.86257686 8e+06  9803.98507
## 2317  0.11357329  1.09  1.09   0.2 0.125   3.86631862 8e+06  9927.78016
## 2318  0.11545955  1.09  1.09   0.2 0.125   4.22894400 8e+06  9945.82831
## 2319  0.11389733  1.09  1.09   0.2 0.125   4.30628395 8e+06 10057.49360
## 2320  0.11152639  1.09  1.09   0.2 0.125   4.23948121 8e+06 10086.35718
## 2321  0.10775771  1.09  1.09   0.2 0.125   4.47479652 8e+06 10212.04854
## 2322  0.10889092  1.09  1.09   0.2 0.125   4.58870071 8e+06 10238.16359
## 2323  0.10798646  1.09  1.09   0.2 0.125   4.71528642 8e+06 10273.53688
## 2324  0.10951198  1.09  1.09   0.2 0.125   5.18823038 8e+06 10344.17244
## 2325  0.10948740  1.09  1.09   0.2 0.125   5.66129386 8e+06 10517.57677
## 2326  0.10867714  1.09  1.09   0.2 0.125   5.62857715 8e+06 10737.03755
## 2327  0.11024681  1.09  1.09   0.2 0.125   5.84350564 8e+06 10735.18318
## 2328  0.10654444  1.09  1.09   0.2 0.125   5.69968228 8e+06 10600.70674
## 2329  0.10759882  1.09  1.09   0.2 0.125   6.03815604 8e+06 10775.49432
## 2330  0.10783456  1.09  1.09   0.2 0.125   5.81751487 8e+06 10992.95195
## 2331  0.10886933  1.09  1.09   0.2 0.125   5.40768488 8e+06 10822.29648
## 2332  0.11406627  1.09  1.09   0.2 0.125   5.43897964 8e+06 10885.60013
## 2333  0.11292788  1.09  1.09   0.2 0.125   5.83210409 8e+06 10981.31701
## 2334  0.11332308  1.09  1.09   0.2 0.125   5.96459642 8e+06 11062.30096
## 2335  0.10996734  1.09  1.09   0.2 0.125   6.20607820 8e+06 11048.29007
## 2336  0.11122230  1.09  1.09   0.2 0.125   6.23679730 8e+06 11152.94665
## 2337  0.11272776  1.09  1.09   0.2 0.125   6.67443373 8e+06 11171.80927
## 2338  0.11738469  1.09  1.09   0.2 0.125   6.34838294 8e+06 11216.40312
## 2339  0.11442770  1.09  1.09   0.2 0.125   6.14394725 8e+06 11235.26066
## 2340  0.11127979  1.09  1.09   0.2 0.125   6.21473205 8e+06 11365.36104
## 2341  0.11127979  1.09  1.09   0.2 0.125   6.21473205 8e+06 11365.36104
## 2342  0.11684505  1.09  1.09   0.2 0.125   6.18165018 8e+06 11350.89303
## 2343  0.11557721  1.09  1.09   0.2 0.125   6.02123696 8e+06 11381.80155
## 2344  0.11840522  1.09  1.09   0.2 0.125   5.77647801 8e+06 11300.99069
## 2345  0.11399521  1.09  1.09   0.2 0.125   5.81721796 8e+06 11397.63659
## 2346  0.11086436  1.09  1.09   0.2 0.125   5.43628294 8e+06 11516.72567
## 2347  0.11182069  1.09  1.09   0.2 0.125   5.36452942 8e+06 11441.42048
## 2348  0.11098152  1.09  1.09   0.2 0.125   5.83769150 8e+06 11578.97757
## 2349  0.11252907  1.09  1.09   0.2 0.125   7.24927267 8e+06 11674.24152
## 2350  0.11144093  1.09  1.09   0.2 0.125   6.67880627 8e+06 11772.31577
## 2351  0.10294467  1.09  1.09   0.2 0.125   6.63306451 8e+06 11727.29963
## 2352  0.11402045  1.09  1.09   0.2 0.125   6.58233185 8e+06 11963.71258
## 2353  0.11399444  1.09  1.09   0.2 0.125   6.52574322 8e+06 12047.96004
## 2354  0.11304968  1.09  1.09   0.2 0.125   6.75045269 8e+06 12214.07354
## 2355  0.11196975  1.09  1.09   0.2 0.125   5.97414896 8e+06 12415.11975
## 2356  0.11546299  1.09  1.09   0.2 0.125   5.53997549 8e+06 12423.67701
## 2357  0.12165466  1.09  1.09   0.2 0.125   6.03069264 8e+06 12503.06914
## 2358  0.12380173  1.09  1.09   0.2 0.125   6.17033956 8e+06 12537.22560
## 2359  0.12533942  1.09  1.09   0.2 0.125   6.44079335 8e+06 12466.87634
## 2360  0.11935439  1.09  1.09   0.2 0.125   5.68961049 8e+06 12622.22544
## 2361  0.12087077  1.09  1.09   0.2 0.125   5.04731109 8e+06 12678.35527
## 2362  0.12045137  1.09  1.09   0.2 0.125   5.17719876 8e+06 12819.44741
## 2363  0.12523611  1.09  1.09   0.2 0.125   6.31093068 8e+06 12823.38311
## 2364  0.12630547  1.09  1.09   0.2 0.125   6.62827920 8e+06 12789.96150
## 2365  0.12290513  1.09  1.09   0.2 0.125   7.22222105 8e+06 12848.24068
## 2366  0.12106781  1.09  1.09   0.2 0.125   6.28956046 8e+06 12845.24525
## 2367  0.12246962  1.09  1.09   0.2 0.125   5.97027637 8e+06 12911.96905
## 2368  0.12748969  1.09  1.09   0.2 0.125   6.49759720 8e+06 12791.29888
## 2369  0.12689769  1.09  1.09   0.2 0.125   6.35722532 8e+06 12665.19425
## 2370  0.12846803  1.09  1.09   0.2 0.125   7.35727900 8e+06 12801.01006
## 2371  0.12546611  1.09  1.09   0.2 0.125   7.58708365 8e+06 12908.64979
## 2372  0.12671044  1.09  1.09   0.2 0.125   8.88626991 8e+06 13136.85026
## 2373  0.12845019  1.09  1.09   0.2 0.125  10.40252866 8e+06 13200.31344
## 2374  0.13654500  1.09  1.09   0.2 0.125  12.82291756 8e+06 13464.67701
## 2375  0.13188117  1.09  1.09   0.2 0.125  14.23944010 8e+06 13556.97669
## 2376  0.13113326  1.09  1.09   0.2 0.125  13.46682258 8e+06 13594.96398
## 2377  0.12735430  1.09  1.09   0.2 0.125  13.21895720 8e+06 13625.27287
## 2378  0.12445344  1.09  1.09   0.2 0.125  12.29852165 8e+06 13575.74947
## 2379  0.12182220  1.09  1.09   0.2 0.125  13.97017746 8e+06 13692.32293
## 2380  0.12403830  1.09  1.09   0.2 0.125  16.92198118 8e+06 13630.71172
## 2381  0.12888152  1.09  1.09   0.2 0.125  17.51276483 8e+06 13622.78200
## 2382  0.12750604  1.09  1.09   0.2 0.125  19.54879579 8e+06 13795.81007
## 2383  0.12944514  1.09  1.09   0.2 0.125  20.66165433 8e+06 13759.57093
## 2384  0.13342864  1.09  1.09   0.2 0.125  27.82165252 8e+06 13810.78268
## 2385  0.13143842  1.09  1.09   0.2 0.125  29.06960694 8e+06 13766.15965
## 2386  0.12887229  1.09  1.09   0.2 0.125  27.32091127 8e+06 13767.50594
## 2387  0.13288289  1.09  1.09   0.2 0.125  28.48280750 8e+06 13792.03267
## 2388  0.13231104  1.09  1.09   0.2 0.125  28.48207555 8e+06 13796.41751
## 2389  0.13491388  1.09  1.09   0.2 0.125  31.61632498 8e+06 13716.90645
## 2390  0.13534299  1.09  1.09   0.2 0.125  32.49096919 8e+06 13779.31136
## 2391  0.13694547  1.09  1.09   0.2 0.125  34.73367025 8e+06 13746.55856
## 2392  0.13694547  1.09  1.09   0.2 0.125  34.73367025 8e+06 13746.55856
## 2393  0.10579204  1.09  1.09   0.2 0.125   0.78582573 8e+06 11859.88895
## 2394  0.10579204  1.09  1.09   0.2 0.125   0.78582573 8e+06 11859.88895
## 2395  0.08398163  1.09  1.09   0.2 0.125   0.86116130 8e+06 12270.53436
## 2396  0.09363459  1.09  1.09   0.2 0.125   0.89937917 8e+06 12384.98678
## 2397  0.09226930  1.09  1.09   0.2 0.125   1.07917220 8e+06 12202.57719
## 2398  0.08828796  1.09  1.09   0.2 0.125   1.02011616 8e+06 12139.91469
## 2399  0.10222070  1.09  1.09   0.2 0.125   1.10183727 8e+06 12371.32845
## 2400  0.09634097  1.09  1.09   0.2 0.125   1.03783839 8e+06 12168.27484
## 2401  0.09915363  1.09  1.09   0.2 0.125   1.11165159 8e+06 12277.62244
## 2402  0.11761394  1.09  1.09   0.2 0.125   1.42087174 8e+06 12539.72116
## 2403  0.12745085  1.09  1.09   0.2 0.125   0.95678610 8e+06 12928.89099
## 2404  0.14382410  1.09  1.09   0.2 0.125   1.52928682 8e+06 13179.99543
## 2405  0.16619162  1.09  1.09   0.2 0.125   1.80814308 8e+06 13141.05221
## 2406  0.15411397  1.09  1.09   0.2 0.125   1.84858343 8e+06 13383.85547
## 2407  0.14473776  1.09  1.09   0.2 0.125   1.07436637 8e+06 12958.03981
## 2408  0.15529645  1.09  1.09   0.2 0.125   1.46705143 8e+06 13216.41160
## 2409  0.15729470  1.09  1.09   0.2 0.125   1.31693487 8e+06 13338.49923
## 2410  0.16028893  1.09  1.09   0.2 0.125   1.11686732 8e+06 13069.52365
## 2411  0.14760497  1.09  1.09   0.2 0.125   0.93584193 8e+06 13773.51553
## 2412  0.14302433  1.09  1.09   0.2 0.125   0.91625843 8e+06 14144.49088
## 2413  0.13901714  1.09  1.09   0.2 0.125   1.03224628 8e+06 14013.20342
## 2414  0.14944389  1.09  1.09   0.2 0.125   0.83354387 8e+06 13829.50651
## 2415  0.17204816  1.09  1.09   0.2 0.125   0.89268890 8e+06 13819.14708
## 2416  0.15475587  1.09  1.09   0.2 0.125   0.99394644 8e+06 14190.72969
## 2417  0.15036683  1.09  1.09   0.2 0.125   0.98921340 8e+06 14549.92008
## 2418  0.14897478  1.09  1.09   0.2 0.125   1.02929108 8e+06 14580.73798
## 2419  0.12315153  1.09  1.09   0.2 0.125   1.08214765 8e+06 14786.15553
## 2420  0.12915568  1.09  1.09   0.2 0.125   1.10653660 8e+06 14966.93520
## 2421  0.14352831  1.09  1.09   0.2 0.125   1.20817338 8e+06 15004.74916
## 2422  0.12439045  1.09  1.09   0.2 0.125   1.07338366 8e+06 14479.70529
## 2423  0.11757139  1.09  1.09   0.2 0.125   1.40687452 8e+06 14648.96566
## 2424  0.13458131  1.09  1.09   0.2 0.125   1.58183808 8e+06 14427.15175
## 2425  0.12177600  1.09  1.09   0.2 0.125   1.56502061 8e+06 14745.46117
## 2426  0.11879043  1.09  1.09   0.2 0.125   1.80393945 8e+06 15375.32546
## 2427  0.12662670  1.09  1.09   0.2 0.125   1.96815231 8e+06 15260.09408
## 2428  0.12646821  1.09  1.09   0.2 0.125   2.34108974 8e+06 15215.24761
## 2429  0.14112479  1.09  1.09   0.2 0.125   2.72613716 8e+06 15594.05846
## 2430  0.13838542  1.09  1.09   0.2 0.125   2.74984611 8e+06 15858.26973
## 2431  0.12777790  1.09  1.09   0.2 0.125   3.18705068 8e+06 15440.21374
## 2432  0.11836310  1.09  1.09   0.2 0.125   3.37840424 8e+06 15455.76135
## 2433  0.11244162  1.09  1.09   0.2 0.125   3.80667717 8e+06 15380.91803
## 2434  0.13678829  1.09  1.09   0.2 0.125   3.07104621 8e+06 15467.62511
## 2435  0.12866154  1.09  1.09   0.2 0.125   3.18134853 8e+06 15616.31966
## 2436  0.12726754  1.09  1.09   0.2 0.125   3.50426556 8e+06 14935.64974
## 2437  0.13248188  1.09  1.09   0.2 0.125   4.01471773 8e+06 15009.81622
## 2438  0.13425753  1.09  1.09   0.2 0.125   3.78618010 8e+06 14993.29589
## 2439  0.12798984  1.09  1.09   0.2 0.125   3.66666990 8e+06 14874.60796
## 2440  0.13313842  1.09  1.09   0.2 0.125   3.54790820 8e+06 14930.92097
## 2441  0.13600771  1.09  1.09   0.2 0.125   3.38691224 8e+06 14754.83774
## 2442  0.13285858  1.09  1.09   0.2 0.125   3.16299366 8e+06 14611.26413
## 2443  0.12349297  1.09  1.09   0.2 0.125   2.75591471 8e+06 14650.67027
## 2444  0.11903289  1.09  1.09   0.2 0.125   3.06040627 8e+06 14731.20940
## 2445  0.11903289  1.09  1.09   0.2 0.125   3.06040627 8e+06 14731.20940
## 2446  0.11317683  1.09  1.09   0.2 0.125   3.63072515 8e+06 14526.82098
## 2447  0.11620354  1.09  1.09   0.2 0.125   2.82747266 8e+06 14209.23218
## 2448  0.12919432  1.09  1.09   0.2 0.125   3.03279811 8e+06 14042.85867
## 2449  0.13112229  1.09  1.09   0.2 0.125   3.38211310 8e+06 14144.02532
## 2450  0.12634108  1.09  1.09   0.2 0.125   3.11469197 8e+06 14264.15455
## 2451  0.13565568  1.09  1.09   0.2 0.125   3.88041852 8e+06 14318.92042
## 2452  0.12624278  1.09  1.09   0.2 0.125   3.68122492 8e+06 14309.82167
## 2453  0.12157097  1.09  1.09   0.2 0.125   4.74566509 8e+06 14598.87791
## 2454  0.13626639  1.09  1.09   0.2 0.125   4.35548193 8e+06 14851.02502
## 2455  0.13495671  1.09  1.09   0.2 0.125   4.07812360 8e+06 15006.36540
## 2456  0.13012137  1.09  1.09   0.2 0.125   4.65116659 8e+06 15178.00263
## 2457  0.13367671  1.09  1.09   0.2 0.125   5.93267735 8e+06 15018.52705
## 2458  0.13994814  1.09  1.09   0.2 0.125   5.62812288 8e+06 15181.76355
## 2459  0.13176470  1.09  1.09   0.2 0.125   4.89541022 8e+06 14720.80430
## 2460  0.12867370  1.09  1.09   0.2 0.125   4.72973646 8e+06 14848.30928
## 2461  0.14639580  1.09  1.09   0.2 0.125   4.33958516 8e+06 14814.97368
## 2462  0.13719528  1.09  1.09   0.2 0.125   3.68757441 8e+06 14896.17398
## 2463  0.16417858  1.09  1.09   0.2 0.125   5.09330947 8e+06 14853.29708
## 2464  0.16260692  1.09  1.09   0.2 0.125   4.51371147 8e+06 14723.98237
## 2465  0.18809182  1.09  1.09   0.2 0.125   4.92854853 8e+06 14730.17977
## 2466  0.17194034  1.09  1.09   0.2 0.125   4.99539554 8e+06 14975.07572
## 2467  0.16860267  1.09  1.09   0.2 0.125   5.77850035 8e+06 14863.72952
## 2468  0.26430666  1.09  1.09   0.2 0.125   3.67770871 8e+06 15268.73974
## 2469  0.22583496  1.09  1.09   0.2 0.125   4.13777278 8e+06 15296.49417
## 2470  0.21256072  1.09  1.09   0.2 0.125   4.76592397 8e+06 15349.17122
## 2471  0.22561841  1.09  1.09   0.2 0.125   4.74395601 8e+06 15136.86992
## 2472  0.27187847  1.09  1.09   0.2 0.125   3.84704601 8e+06 15557.59410
## 2473  0.29829651  1.09  1.09   0.2 0.125   4.30870106 8e+06 15504.07795
## 2474  0.31278952  1.09  1.09   0.2 0.125   4.74736304 8e+06 15635.22181
## 2475  0.30065655  1.09  1.09   0.2 0.125   4.66172023 8e+06 15844.81254
## 2476  0.31217677  1.09  1.09   0.2 0.125   4.60571445 8e+06 15734.83385
## 2477  0.32669438  1.09  1.09   0.2 0.125   4.22668121 8e+06 15812.24923
## 2478  0.36108638  1.09  1.09   0.2 0.125   3.86048815 8e+06 15666.94940
## 2479  0.39849126  1.09  1.09   0.2 0.125   3.71038468 8e+06 15557.59547
## 2480  0.42559831  1.09  1.09   0.2 0.125   3.62493121 8e+06 15420.01013
## 2481  0.45319676  1.09  1.09   0.2 0.125   3.63317959 8e+06 15388.20935
## 2482  0.47545875  1.09  1.09   0.2 0.125   3.73231027 8e+06 15397.52889
## 2483  0.49019324  1.09  1.09   0.2 0.125   3.64231764 8e+06 15428.25806
## 2484  0.51443320  1.09  1.09   0.2 0.125   3.42145773 8e+06 15434.40857
## 2485  0.52341637  1.09  1.09   0.2 0.125   3.07319487 8e+06 15408.83809
## 2486  0.51445507  1.09  1.09   0.2 0.125   3.11843765 8e+06 15303.79459
## 2487  0.54104107  1.09  1.09   0.2 0.125   3.04274504 8e+06 15409.10562
## 2488  0.54058253  1.09  1.09   0.2 0.125   2.93220626 8e+06 15435.28580
## 2489  0.54477278  1.09  1.09   0.2 0.125   3.10703135 8e+06 15375.08788
## 2490  0.55358785  1.09  1.09   0.2 0.125   3.22539265 8e+06 15294.36059
## 2491  0.55268594  1.09  1.09   0.2 0.125   3.30686375 8e+06 15312.16455
## 2492  0.56244965  1.09  1.09   0.2 0.125   3.38262578 8e+06 15404.26929
## 2493  0.54978709  1.09  1.09   0.2 0.125   3.50542745 8e+06 15262.35357
## 2494  0.55514440  1.09  1.09   0.2 0.125   3.14525557 8e+06 15313.73176
## 2495  0.55549256  1.09  1.09   0.2 0.125   3.02198718 8e+06 15415.16031
## 2496  0.55549256  1.09  1.09   0.2 0.125   3.02198718 8e+06 15415.16031
## 2497  0.34212082  1.09  1.09   0.2 0.125   0.75637452 8e+06  6562.27338
## 2498  0.34212082  1.09  1.09   0.2 0.125   0.75637452 8e+06  6562.27338
## 2499  0.32413842  1.09  1.09   0.2 0.125   0.85989543 8e+06  6602.58442
## 2500  0.26482148  1.09  1.09   0.2 0.125   0.94396309 8e+06  6655.29832
## 2501  0.19005628  1.09  1.09   0.2 0.125   0.85631363 8e+06  6500.13089
## 2502  0.13914566  1.09  1.09   0.2 0.125   1.01651793 8e+06  6511.51267
## 2503  0.11501608  1.09  1.09   0.2 0.125   1.18012916 8e+06  6441.97888
## 2504  0.10623868  1.09  1.09   0.2 0.125   1.17832849 8e+06  6464.98977
## 2505  0.11152886  1.09  1.09   0.2 0.125   1.21773448 8e+06  6501.58580
## 2506  0.11809363  1.09  1.09   0.2 0.125   1.24127116 8e+06  6539.54311
## 2507  0.11636758  1.09  1.09   0.2 0.125   1.13344351 8e+06  6604.46897
## 2508  0.11880289  1.09  1.09   0.2 0.125   1.08943919 8e+06  6655.32618
## 2509  0.11058618  1.09  1.09   0.2 0.125   1.30351723 8e+06  6650.11950
## 2510  0.11811357  1.09  1.09   0.2 0.125   1.36772168 8e+06  6577.71054
## 2511  0.11234789  1.09  1.09   0.2 0.125   1.41415783 8e+06  6518.11560
## 2512  0.11332918  1.09  1.09   0.2 0.125   1.53316683 8e+06  6535.02142
## 2513  0.11805484  1.09  1.09   0.2 0.125   1.52221422 8e+06  6527.84924
## 2514  0.11189486  1.09  1.09   0.2 0.125   1.61166357 8e+06  6655.77256
## 2515  0.10498327  1.09  1.09   0.2 0.125   1.98395603 8e+06  6695.19201
## 2516  0.11040239  1.09  1.09   0.2 0.125   2.26721133 8e+06  6675.23829
## 2517  0.11422523  1.09  1.09   0.2 0.125   2.71277466 8e+06  6688.76443
## 2518  0.11681215  1.09  1.09   0.2 0.125   2.60779207 8e+06  6541.37471
## 2519  0.11985889  1.09  1.09   0.2 0.125   2.83165310 8e+06  6507.69313
## 2520  0.11754264  1.09  1.09   0.2 0.125   2.84544970 8e+06  6573.99989
## 2521  0.11890099  1.09  1.09   0.2 0.125   3.12459671 8e+06  6582.62050
## 2522  0.12406715  1.09  1.09   0.2 0.125   3.37497495 8e+06  6632.71709
## 2523  0.12025282  1.09  1.09   0.2 0.125   3.46638397 8e+06  6642.22170
## 2524  0.12484963  1.09  1.09   0.2 0.125   3.41886461 8e+06  6675.76904
## 2525  0.12653934  1.09  1.09   0.2 0.125   3.42634703 8e+06  6702.59813
## 2526  0.12321017  1.09  1.09   0.2 0.125   3.40256381 8e+06  6698.76267
## 2527  0.12094937  1.09  1.09   0.2 0.125   3.26742974 8e+06  6676.06084
## 2528  0.12222969  1.09  1.09   0.2 0.125   3.75429777 8e+06  6759.79859
## 2529  0.11756793  1.09  1.09   0.2 0.125   4.02068283 8e+06  6783.64938
## 2530  0.12690608  1.09  1.09   0.2 0.125   4.33197749 8e+06  6818.67859
## 2531  0.11941724  1.09  1.09   0.2 0.125   4.41331571 8e+06  6937.97890
## 2532  0.11416768  1.09  1.09   0.2 0.125   4.63475107 8e+06  7050.37291
## 2533  0.11119397  1.09  1.09   0.2 0.125   4.78353712 8e+06  7059.18913
## 2534  0.11431163  1.09  1.09   0.2 0.125   4.85472739 8e+06  7033.63511
## 2535  0.11332963  1.09  1.09   0.2 0.125   4.47469999 8e+06  7094.37026
## 2536  0.11123056  1.09  1.09   0.2 0.125   4.34026456 8e+06  7117.27816
## 2537  0.11475079  1.09  1.09   0.2 0.125   4.08181057 8e+06  7180.56316
## 2538  0.11121864  1.09  1.09   0.2 0.125   4.07695739 8e+06  7191.93335
## 2539  0.12132174  1.09  1.09   0.2 0.125   4.01024365 8e+06  7158.93158
## 2540  0.12118504  1.09  1.09   0.2 0.125   3.87227010 8e+06  7282.06584
## 2541  0.12119061  1.09  1.09   0.2 0.125   3.73816890 8e+06  7274.02966
## 2542  0.12148617  1.09  1.09   0.2 0.125   3.71060237 8e+06  7316.68025
## 2543  0.12179056  1.09  1.09   0.2 0.125   3.59474067 8e+06  7399.28462
## 2544  0.12059951  1.09  1.09   0.2 0.125   3.95376782 8e+06  7385.19222
## 2545  0.11952039  1.09  1.09   0.2 0.125   3.76340622 8e+06  7384.50116
## 2546  0.11758908  1.09  1.09   0.2 0.125   3.79982896 8e+06  7431.64874
## 2547  0.11977538  1.09  1.09   0.2 0.125   3.99288057 8e+06  7404.28483
## 2548  0.11798838  1.09  1.09   0.2 0.125   4.15584103 8e+06  7385.66652
## 2549  0.11798838  1.09  1.09   0.2 0.125   4.15584103 8e+06  7385.66652
## 2550  0.12231482  1.09  1.09   0.2 0.125   4.12265881 8e+06  7375.06182
## 2551  0.12467288  1.09  1.09   0.2 0.125   4.15097990 8e+06  7466.64353
## 2552  0.11954684  1.09  1.09   0.2 0.125   3.59678423 8e+06  7533.17392
## 2553  0.11661262  1.09  1.09   0.2 0.125   3.60012614 8e+06  7635.37748
## 2554  0.11310664  1.09  1.09   0.2 0.125   3.67353222 8e+06  7625.90424
## 2555  0.11629741  1.09  1.09   0.2 0.125   3.94696294 8e+06  7618.61597
## 2556  0.12415838  1.09  1.09   0.2 0.125   5.15980659 8e+06  7671.61056
## 2557  0.12019628  1.09  1.09   0.2 0.125   5.46370535 8e+06  7792.55510
## 2558  0.11690501  1.09  1.09   0.2 0.125   5.76755704 8e+06  7777.26153
## 2559  0.11748607  1.09  1.09   0.2 0.125   5.73663970 8e+06  7883.79600
## 2560  0.12182562  1.09  1.09   0.2 0.125   5.00337840 8e+06  8071.11977
## 2561  0.12307055  1.09  1.09   0.2 0.125   4.87322809 8e+06  8232.12498
## 2562  0.12170894  1.09  1.09   0.2 0.125   5.27686484 8e+06  8271.50561
## 2563  0.11890339  1.09  1.09   0.2 0.125   5.56549156 8e+06  8316.08521
## 2564  0.12056720  1.09  1.09   0.2 0.125   5.38320166 8e+06  8387.92510
## 2565  0.12418038  1.09  1.09   0.2 0.125   5.56642164 8e+06  8309.79516
## 2566  0.12315529  1.09  1.09   0.2 0.125   5.68558413 8e+06  8301.12556
## 2567  0.11985267  1.09  1.09   0.2 0.125   5.84183113 8e+06  8308.42766
## 2568  0.11735362  1.09  1.09   0.2 0.125   5.71271732 8e+06  8282.08916
## 2569  0.11597704  1.09  1.09   0.2 0.125   5.85823855 8e+06  8309.34571
## 2570  0.11316897  1.09  1.09   0.2 0.125   5.48938578 8e+06  8283.72737
## 2571  0.11969735  1.09  1.09   0.2 0.125   5.62861223 8e+06  8290.53173
## 2572  0.12659119  1.09  1.09   0.2 0.125   6.21976728 8e+06  8204.61296
## 2573  0.13285691  1.09  1.09   0.2 0.125   6.64105618 8e+06  8106.66194
## 2574  0.12953473  1.09  1.09   0.2 0.125   6.53115266 8e+06  8120.61383
## 2575  0.12899769  1.09  1.09   0.2 0.125   6.10545230 8e+06  8157.23635
## 2576  0.13604006  1.09  1.09   0.2 0.125   6.19420117 8e+06  8168.96816
## 2577  0.13082886  1.09  1.09   0.2 0.125   7.03301402 8e+06  8257.61681
## 2578  0.12849828  1.09  1.09   0.2 0.125   9.38172031 8e+06  8269.37510
## 2579  0.13323097  1.09  1.09   0.2 0.125  11.56163944 8e+06  8251.05343
## 2580  0.12706617  1.09  1.09   0.2 0.125   9.86771555 8e+06  8464.59638
## 2581  0.12316959  1.09  1.09   0.2 0.125  11.26823256 8e+06  8590.08596
## 2582  0.12382695  1.09  1.09   0.2 0.125  10.38183152 8e+06  8627.66664
## 2583  0.12638357  1.09  1.09   0.2 0.125  10.66396319 8e+06  8593.33722
## 2584  0.13142211  1.09  1.09   0.2 0.125  13.22939319 8e+06  8537.35167
## 2585  0.13127983  1.09  1.09   0.2 0.125  13.96822685 8e+06  8556.21481
## 2586  0.12856580  1.09  1.09   0.2 0.125  12.84052544 8e+06  8586.57297
## 2587  0.12826420  1.09  1.09   0.2 0.125  10.85558117 8e+06  8579.08848
## 2588  0.12611036  1.09  1.09   0.2 0.125  11.56007927 8e+06  8623.08007
## 2589  0.12368654  1.09  1.09   0.2 0.125  13.72843207 8e+06  8657.92970
## 2590  0.12225695  1.09  1.09   0.2 0.125  12.85891900 8e+06  8735.61388
## 2591  0.12563519  1.09  1.09   0.2 0.125  13.46531707 8e+06  8787.16463
## 2592  0.12100530  1.09  1.09   0.2 0.125  13.35550226 8e+06  8803.99794
## 2593  0.12325257  1.09  1.09   0.2 0.125  13.89626101 8e+06  8817.84639
## 2594  0.12096399  1.09  1.09   0.2 0.125  12.29097559 8e+06  8792.59046
## 2595  0.11896767  1.09  1.09   0.2 0.125  12.19430106 8e+06  8846.75043
## 2596  0.11725866  1.09  1.09   0.2 0.125  11.49622365 8e+06  8911.86841
## 2597  0.11856415  1.09  1.09   0.2 0.125   9.15256150 8e+06  8963.07765
## 2598  0.11794354  1.09  1.09   0.2 0.125   8.56179928 8e+06  8985.59734
## 2599  0.11634164  1.09  1.09   0.2 0.125   8.43852088 8e+06  8993.39844
## 2600  0.11634164  1.09  1.09   0.2 0.125   8.43852088 8e+06  8993.39844
## 2601  0.12832135  1.09  1.09   0.2 0.125   0.96314741 8e+06  4209.56468
## 2602  0.12832135  1.09  1.09   0.2 0.125   0.96314741 8e+06  4209.56468
## 2603  0.13250726  1.09  1.09   0.2 0.125   0.92807758 8e+06  4181.89724
## 2604  0.10921706  1.09  1.09   0.2 0.125   1.04018983 8e+06  4242.99173
## 2605  0.11063606  1.09  1.09   0.2 0.125   1.04338116 8e+06  4248.53780
## 2606  0.11255104  1.09  1.09   0.2 0.125   1.02514761 8e+06  4217.21679
## 2607  0.12322687  1.09  1.09   0.2 0.125   1.03047184 8e+06  4182.87824
## 2608  0.11788409  1.09  1.09   0.2 0.125   1.04760036 8e+06  4170.55347
## 2609  0.12924337  1.09  1.09   0.2 0.125   0.91346791 8e+06  4223.25471
## 2610  0.12394106  1.09  1.09   0.2 0.125   1.01468583 8e+06  4278.63665
## 2611  0.11865143  1.09  1.09   0.2 0.125   1.19693468 8e+06  4263.73640
## 2612  0.11083167  1.09  1.09   0.2 0.125   1.52766435 8e+06  4274.92713
## 2613  0.11042398  1.09  1.09   0.2 0.125   1.46170617 8e+06  4184.93490
## 2614  0.10940971  1.09  1.09   0.2 0.125   1.64191414 8e+06  4171.97757
## 2615  0.10986928  1.09  1.09   0.2 0.125   1.67094553 8e+06  4221.59152
## 2616  0.11202090  1.09  1.09   0.2 0.125   1.73161691 8e+06  4259.40231
## 2617  0.11058127  1.09  1.09   0.2 0.125   1.98634408 8e+06  4273.49264
## 2618  0.11338419  1.09  1.09   0.2 0.125   2.26112835 8e+06  4394.23112
## 2619  0.11476320  1.09  1.09   0.2 0.125   2.74122610 8e+06  4633.16672
## 2620  0.11880347  1.09  1.09   0.2 0.125   2.94658808 8e+06  4735.21189
## 2621  0.11671665  1.09  1.09   0.2 0.125   2.79189259 8e+06  4763.80686
## 2622  0.11569867  1.09  1.09   0.2 0.125   3.15835541 8e+06  4888.16862
## 2623  0.11996640  1.09  1.09   0.2 0.125   3.49324434 8e+06  4995.20542
## 2624  0.11680176  1.09  1.09   0.2 0.125   3.53473848 8e+06  4953.75967
## 2625  0.11816658  1.09  1.09   0.2 0.125   3.56538745 8e+06  5043.33119
## 2626  0.12063233  1.09  1.09   0.2 0.125   3.49284593 8e+06  5034.76996
## 2627  0.12065820  1.09  1.09   0.2 0.125   3.11793170 8e+06  5037.95982
## 2628  0.13057907  1.09  1.09   0.2 0.125   3.45967317 8e+06  5328.39946
## 2629  0.12900552  1.09  1.09   0.2 0.125   3.81094252 8e+06  5376.84429
## 2630  0.12077151  1.09  1.09   0.2 0.125   4.15292093 8e+06  5399.35731
## 2631  0.11334391  1.09  1.09   0.2 0.125   4.51316116 8e+06  5458.64491
## 2632  0.11476662  1.09  1.09   0.2 0.125   4.65090704 8e+06  5518.70571
## 2633  0.11339536  1.09  1.09   0.2 0.125   4.42136460 8e+06  5572.66518
## 2634  0.11813109  1.09  1.09   0.2 0.125   3.73195993 8e+06  5730.86404
## 2635  0.11561973  1.09  1.09   0.2 0.125   4.16340093 8e+06  5707.44292
## 2636  0.11331465  1.09  1.09   0.2 0.125   4.15023489 8e+06  5659.33005
## 2637  0.11051466  1.09  1.09   0.2 0.125   3.94040452 8e+06  5650.55007
## 2638  0.11318125  1.09  1.09   0.2 0.125   3.89299020 8e+06  5725.67265
## 2639  0.11795721  1.09  1.09   0.2 0.125   3.53745257 8e+06  5727.42647
## 2640  0.11604861  1.09  1.09   0.2 0.125   3.80970977 8e+06  5733.68216
## 2641  0.11641500  1.09  1.09   0.2 0.125   3.69215083 8e+06  5780.18146
## 2642  0.11311044  1.09  1.09   0.2 0.125   3.70292371 8e+06  5738.48032
## 2643  0.11409273  1.09  1.09   0.2 0.125   3.78110061 8e+06  5757.69261
## 2644  0.11239678  1.09  1.09   0.2 0.125   3.92151687 8e+06  5714.31416
## 2645  0.11771009  1.09  1.09   0.2 0.125   3.85107256 8e+06  5741.21795
## 2646  0.11521954  1.09  1.09   0.2 0.125   3.61640025 8e+06  5708.43566
## 2647  0.11270375  1.09  1.09   0.2 0.125   3.63208986 8e+06  5715.39519
## 2648  0.11347775  1.09  1.09   0.2 0.125   3.52216601 8e+06  5695.58728
## 2649  0.12093556  1.09  1.09   0.2 0.125   3.46729725 8e+06  5692.97784
## 2650  0.11968925  1.09  1.09   0.2 0.125   3.72141927 8e+06  5718.97518
## 2651  0.12293909  1.09  1.09   0.2 0.125   3.73696793 8e+06  5752.82453
## 2652  0.11933645  1.09  1.09   0.2 0.125   3.83785939 8e+06  5832.29445
## 2653  0.11933645  1.09  1.09   0.2 0.125   3.83785939 8e+06  5832.29445
## 2654  0.12254504  1.09  1.09   0.2 0.125   3.70517623 8e+06  5833.92480
## 2655  0.12128997  1.09  1.09   0.2 0.125   3.85469880 8e+06  5840.76654
## 2656  0.12662109  1.09  1.09   0.2 0.125   3.56000650 8e+06  5839.24007
## 2657  0.12670544  1.09  1.09   0.2 0.125   3.42514566 8e+06  5901.01983
## 2658  0.12192611  1.09  1.09   0.2 0.125   3.20745657 8e+06  5849.65152
## 2659  0.12291685  1.09  1.09   0.2 0.125   3.04892611 8e+06  5761.83018
## 2660  0.12193003  1.09  1.09   0.2 0.125   3.01578013 8e+06  5779.18672
## 2661  0.13034717  1.09  1.09   0.2 0.125   3.38356405 8e+06  5951.00192
## 2662  0.13230321  1.09  1.09   0.2 0.125   3.59650858 8e+06  6005.72870
## 2663  0.12392257  1.09  1.09   0.2 0.125   4.04601505 8e+06  5934.97960
## 2664  0.12808254  1.09  1.09   0.2 0.125   3.69326730 8e+06  5959.99640
## 2665  0.12790261  1.09  1.09   0.2 0.125   4.09000454 8e+06  5971.55360
## 2666  0.13578884  1.09  1.09   0.2 0.125   3.71749652 8e+06  5969.43670
## 2667  0.13150462  1.09  1.09   0.2 0.125   4.34585525 8e+06  6001.25576
## 2668  0.12867558  1.09  1.09   0.2 0.125   4.45448111 8e+06  6052.89096
## 2669  0.12942018  1.09  1.09   0.2 0.125   4.11381286 8e+06  6075.26948
## 2670  0.13047637  1.09  1.09   0.2 0.125   5.67504295 8e+06  6152.75485
## 2671  0.12108947  1.09  1.09   0.2 0.125   4.50352188 8e+06  6103.65761
## 2672  0.12572160  1.09  1.09   0.2 0.125   5.44459639 8e+06  6130.03173
## 2673  0.12254006  1.09  1.09   0.2 0.125   5.05584604 8e+06  6111.36642
## 2674  0.11970512  1.09  1.09   0.2 0.125   5.41208160 8e+06  6153.83000
## 2675  0.11802063  1.09  1.09   0.2 0.125   5.86507636 8e+06  6181.66532
## 2676  0.11985025  1.09  1.09   0.2 0.125   6.73822502 8e+06  6183.75675
## 2677  0.11982288  1.09  1.09   0.2 0.125   7.41623941 8e+06  6275.96721
## 2678  0.12146528  1.09  1.09   0.2 0.125   8.42962424 8e+06  6300.27390
## 2679  0.12147002  1.09  1.09   0.2 0.125   8.41876161 8e+06  6284.70332
## 2680  0.12264707  1.09  1.09   0.2 0.125   7.91302532 8e+06  6216.01869
## 2681  0.12133574  1.09  1.09   0.2 0.125   6.95852975 8e+06  6304.83067
## 2682  0.12020343  1.09  1.09   0.2 0.125   6.83079190 8e+06  6425.80562
## 2683  0.12104841  1.09  1.09   0.2 0.125   6.70460632 8e+06  6549.51432
## 2684  0.11271304  1.09  1.09   0.2 0.125   6.79537278 8e+06  6842.15027
## 2685  0.11117007  1.09  1.09   0.2 0.125   6.05074306 8e+06  6949.17165
## 2686  0.11380513  1.09  1.09   0.2 0.125   5.27190030 8e+06  7156.36495
## 2687  0.11635255  1.09  1.09   0.2 0.125   4.66439499 8e+06  7257.27787
## 2688  0.11544200  1.09  1.09   0.2 0.125   4.85222140 8e+06  7261.93069
## 2689  0.11554454  1.09  1.09   0.2 0.125   4.93781519 8e+06  7244.34208
## 2690  0.11667683  1.09  1.09   0.2 0.125   4.68210884 8e+06  7322.57255
## 2691  0.11486791  1.09  1.09   0.2 0.125   4.36497397 8e+06  7451.79977
## 2692  0.11711931  1.09  1.09   0.2 0.125   4.37682541 8e+06  7522.90138
## 2693  0.12200929  1.09  1.09   0.2 0.125   4.55832329 8e+06  7510.94097
## 2694  0.11878525  1.09  1.09   0.2 0.125   4.57399841 8e+06  7643.82378
## 2695  0.12207412  1.09  1.09   0.2 0.125   4.60915215 8e+06  7714.26571
## 2696  0.12032498  1.09  1.09   0.2 0.125   4.80285980 8e+06  7758.69168
## 2697  0.11616784  1.09  1.09   0.2 0.125   4.99151049 8e+06  7818.82941
## 2698  0.12655847  1.09  1.09   0.2 0.125   5.35683390 8e+06  7888.73107
## 2699  0.12993319  1.09  1.09   0.2 0.125   5.21380704 8e+06  7871.39738
## 2700  0.12868014  1.09  1.09   0.2 0.125   5.16834834 8e+06  7930.62609
## 2701  0.13040208  1.09  1.09   0.2 0.125   5.11627891 8e+06  7987.87671
## 2702  0.12951805  1.09  1.09   0.2 0.125   5.35537485 8e+06  8018.84226
##               z_0 C_0 social_distancing_start_time quarantine_start_time
## 1      4768.71647   0                           17                    22
## 2      4768.71647   0                           17                    22
## 3      4726.68844   0                           17                    22
## 4      4791.42357   0                           17                    22
## 5      4807.12071   0                           17                    22
## 6      4803.24614   0                           17                    22
## 7      4698.44625   0                           17                    22
## 8      4693.01163   0                           17                    22
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## 2453  19889.41195   0                           17                    22
## 2454  19553.42683   0                           17                    22
## 2455  19213.68607   0                           17                    22
## 2456  19476.23004   0                           17                    22
## 2457  19184.06954   0                           17                    22
## 2458  19408.33118   0                           17                    22
## 2459  20112.24637   0                           17                    22
## 2460  20236.49254   0                           17                    22
## 2461  19967.88313   0                           17                    22
## 2462  20184.45500   0                           17                    22
## 2463  20373.19956   0                           17                    22
## 2464  20470.26056   0                           17                    22
## 2465  20054.71746   0                           17                    22
## 2466  20086.10845   0                           17                    22
## 2467  20060.29125   0                           17                    22
## 2468  20553.79265   0                           17                    22
## 2469  20477.85894   0                           17                    22
## 2470  20540.66379   0                           17                    22
## 2471  20821.88101   0                           17                    22
## 2472  21016.65543   0                           17                    22
## 2473  20856.11139   0                           17                    22
## 2474  20844.24988   0                           17                    22
## 2475  20872.69907   0                           17                    22
## 2476  20468.48182   0                           17                    22
## 2477  20411.05198   0                           17                    22
## 2478  20160.41417   0                           17                    22
## 2479  19530.75884   0                           17                    22
## 2480  19074.92532   0                           17                    22
## 2481  18979.68073   0                           17                    22
## 2482  18995.95501   0                           17                    22
## 2483  18897.05429   0                           17                    22
## 2484  18656.41651   0                           17                    22
## 2485  18296.67324   0                           17                    22
## 2486  18166.78435   0                           17                    22
## 2487  17907.13799   0                           17                    22
## 2488  17759.02890   0                           17                    22
## 2489  17591.13106   0                           17                    22
## 2490  17273.19866   0                           17                    22
## 2491  17128.02636   0                           17                    22
## 2492  16828.84761   0                           17                    22
## 2493  16726.48902   0                           17                    22
## 2494  16642.95743   0                           17                    22
## 2495  16687.86537   0                           17                    22
## 2496  16687.86537   0                           17                    22
## 2497  14379.34059   0                           17                    22
## 2498  14379.34059   0                           17                    22
## 2499  14190.93219   0                           17                    22
## 2500  13544.84139   0                           17                    22
## 2501  13987.83781   0                           17                    22
## 2502  14015.85679   0                           17                    22
## 2503  14084.29205   0                           17                    22
## 2504  14078.78430   0                           17                    22
## 2505  14034.67983   0                           17                    22
## 2506  13932.60098   0                           17                    22
## 2507  14340.46215   0                           17                    22
## 2508  14493.29716   0                           17                    22
## 2509  14491.98381   0                           17                    22
## 2510  14079.42268   0                           17                    22
## 2511  13769.35549   0                           17                    22
## 2512  13743.93490   0                           17                    22
## 2513  13491.36075   0                           17                    22
## 2514  13432.33148   0                           17                    22
## 2515  13552.39166   0                           17                    22
## 2516  13357.04707   0                           17                    22
## 2517  13173.27496   0                           17                    22
## 2518  13108.93792   0                           17                    22
## 2519  13001.43311   0                           17                    22
## 2520  12826.73334   0                           17                    22
## 2521  12810.20531   0                           17                    22
## 2522  12781.03950   0                           17                    22
## 2523  12807.82244   0                           17                    22
## 2524  12667.95283   0                           17                    22
## 2525  12536.58460   0                           17                    22
## 2526  12417.56354   0                           17                    22
## 2527  12383.76632   0                           17                    22
## 2528  12466.95942   0                           17                    22
## 2529  12407.82466   0                           17                    22
## 2530  12420.76585   0                           17                    22
## 2531  12411.88336   0                           17                    22
## 2532  12345.60996   0                           17                    22
## 2533  12300.91271   0                           17                    22
## 2534  12269.24670   0                           17                    22
## 2535  12218.48924   0                           17                    22
## 2536  12082.08150   0                           17                    22
## 2537  12102.07494   0                           17                    22
## 2538  11948.67413   0                           17                    22
## 2539  11913.36487   0                           17                    22
## 2540  11843.63780   0                           17                    22
## 2541  11781.52548   0                           17                    22
## 2542  11517.59969   0                           17                    22
## 2543  11331.18889   0                           17                    22
## 2544  11263.65014   0                           17                    22
## 2545  11173.20909   0                           17                    22
## 2546  11104.76933   0                           17                    22
## 2547  11111.32585   0                           17                    22
## 2548  11109.98615   0                           17                    22
## 2549  11109.98615   0                           17                    22
## 2550  11121.34819   0                           17                    22
## 2551  11122.48232   0                           17                    22
## 2552  11101.44879   0                           17                    22
## 2553  11104.55339   0                           17                    22
## 2554  10958.47208   0                           17                    22
## 2555  10881.90059   0                           17                    22
## 2556  10689.75388   0                           17                    22
## 2557  10647.67597   0                           17                    22
## 2558  10608.59698   0                           17                    22
## 2559  10529.29430   0                           17                    22
## 2560  10437.76277   0                           17                    22
## 2561  10556.10654   0                           17                    22
## 2562  10653.37730   0                           17                    22
## 2563  10537.54755   0                           17                    22
## 2564  10450.04080   0                           17                    22
## 2565  10390.56124   0                           17                    22
## 2566  10208.63522   0                           17                    22
## 2567  10257.19214   0                           17                    22
## 2568  10169.57464   0                           17                    22
## 2569   9991.11178   0                           17                    22
## 2570   9803.00380   0                           17                    22
## 2571   9629.29602   0                           17                    22
## 2572   9557.86259   0                           17                    22
## 2573   9267.59856   0                           17                    22
## 2574   9182.76986   0                           17                    22
## 2575   9224.83712   0                           17                    22
## 2576   9126.84717   0                           17                    22
## 2577   9150.62740   0                           17                    22
## 2578   9008.00152   0                           17                    22
## 2579   8952.08597   0                           17                    22
## 2580   9269.47151   0                           17                    22
## 2581   9290.15760   0                           17                    22
## 2582   9030.31461   0                           17                    22
## 2583   8706.05868   0                           17                    22
## 2584   8411.69274   0                           17                    22
## 2585   8262.47148   0                           17                    22
## 2586   8190.17276   0                           17                    22
## 2587   8089.18012   0                           17                    22
## 2588   8055.77771   0                           17                    22
## 2589   8026.63149   0                           17                    22
## 2590   8095.60794   0                           17                    22
## 2591   8071.12489   0                           17                    22
## 2592   8016.14264   0                           17                    22
## 2593   7990.46124   0                           17                    22
## 2594   7966.87430   0                           17                    22
## 2595   7996.39068   0                           17                    22
## 2596   7966.71703   0                           17                    22
## 2597   7975.69279   0                           17                    22
## 2598   7961.90242   0                           17                    22
## 2599   7983.89985   0                           17                    22
## 2600   7983.89985   0                           17                    22
## 2601   9584.14735   0                           17                    22
## 2602   9584.14735   0                           17                    22
## 2603   9514.25649   0                           17                    22
## 2604   9581.57642   0                           17                    22
## 2605   9613.36933   0                           17                    22
## 2606   9515.84438   0                           17                    22
## 2607   9397.72817   0                           17                    22
## 2608   9424.62023   0                           17                    22
## 2609   9118.47012   0                           17                    22
## 2610   9027.82602   0                           17                    22
## 2611   8977.06752   0                           17                    22
## 2612   8901.53558   0                           17                    22
## 2613   8842.79247   0                           17                    22
## 2614   8881.35266   0                           17                    22
## 2615   8842.01531   0                           17                    22
## 2616   8765.98234   0                           17                    22
## 2617   8671.50647   0                           17                    22
## 2618   8755.46241   0                           17                    22
## 2619   8904.26962   0                           17                    22
## 2620   8887.41482   0                           17                    22
## 2621   8890.10972   0                           17                    22
## 2622   8895.55595   0                           17                    22
## 2623   8914.83314   0                           17                    22
## 2624   8858.28716   0                           17                    22
## 2625   8873.64761   0                           17                    22
## 2626   8869.51719   0                           17                    22
## 2627   8848.81000   0                           17                    22
## 2628   8866.86482   0                           17                    22
## 2629   8797.10641   0                           17                    22
## 2630   8804.44291   0                           17                    22
## 2631   8711.71889   0                           17                    22
## 2632   8686.07495   0                           17                    22
## 2633   8527.13940   0                           17                    22
## 2634   8565.92091   0                           17                    22
## 2635   8547.57951   0                           17                    22
## 2636   8357.97048   0                           17                    22
## 2637   8261.96813   0                           17                    22
## 2638   8281.54168   0                           17                    22
## 2639   8233.18893   0                           17                    22
## 2640   8194.74369   0                           17                    22
## 2641   8239.66170   0                           17                    22
## 2642   8117.24330   0                           17                    22
## 2643   8058.58483   0                           17                    22
## 2644   7943.22443   0                           17                    22
## 2645   7826.20334   0                           17                    22
## 2646   7806.53282   0                           17                    22
## 2647   7728.54880   0                           17                    22
## 2648   7673.84648   0                           17                    22
## 2649   7650.06798   0                           17                    22
## 2650   7652.60168   0                           17                    22
## 2651   7599.87412   0                           17                    22
## 2652   7677.81556   0                           17                    22
## 2653   7677.81556   0                           17                    22
## 2654   7652.94876   0                           17                    22
## 2655   7615.14000   0                           17                    22
## 2656   7610.48781   0                           17                    22
## 2657   7613.76718   0                           17                    22
## 2658   7570.94435   0                           17                    22
## 2659   7513.41507   0                           17                    22
## 2660   7519.77750   0                           17                    22
## 2661   7436.31319   0                           17                    22
## 2662   7419.25709   0                           17                    22
## 2663   7281.51197   0                           17                    22
## 2664   7267.85623   0                           17                    22
## 2665   7158.55911   0                           17                    22
## 2666   7165.31955   0                           17                    22
## 2667   7186.82967   0                           17                    22
## 2668   7259.71501   0                           17                    22
## 2669   7224.71660   0                           17                    22
## 2670   7114.77935   0                           17                    22
## 2671   7059.88776   0                           17                    22
## 2672   6987.00521   0                           17                    22
## 2673   6994.80902   0                           17                    22
## 2674   6995.63449   0                           17                    22
## 2675   7009.58803   0                           17                    22
## 2676   7038.65187   0                           17                    22
## 2677   7013.85251   0                           17                    22
## 2678   7039.35876   0                           17                    22
## 2679   7092.17285   0                           17                    22
## 2680   7104.89795   0                           17                    22
## 2681   7112.82410   0                           17                    22
## 2682   7127.42752   0                           17                    22
## 2683   7160.85900   0                           17                    22
## 2684   7275.15759   0                           17                    22
## 2685   7375.08899   0                           17                    22
## 2686   7435.31456   0                           17                    22
## 2687   7461.22481   0                           17                    22
## 2688   7422.18574   0                           17                    22
## 2689   7372.55636   0                           17                    22
## 2690   7420.42046   0                           17                    22
## 2691   7453.98902   0                           17                    22
## 2692   7409.26850   0                           17                    22
## 2693   7348.88465   0                           17                    22
## 2694   7275.11387   0                           17                    22
## 2695   7248.08581   0                           17                    22
## 2696   7249.53711   0                           17                    22
## 2697   7318.36484   0                           17                    22
## 2698   7381.76144   0                           17                    22
## 2699   7326.03625   0                           17                    22
## 2700   7280.13602   0                           17                    22
## 2701   7234.72398   0                           17                    22
## 2702   7232.51781   0                           17                    22
##       PCR_sens      sigma_M   beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0
## 1          0.9 1.170890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2          0.9 1.170890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 3          0.9 5.046780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 4          0.9 3.739315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 5          0.9 3.033004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 6          0.9 2.871302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 7          0.9 2.856454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 8          0.9 2.802379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 9          0.9 2.861634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 10         0.9 2.810255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 11         0.9 2.801047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 12         0.9 2.802834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 13         0.9 2.812284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 14         0.9 2.831936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 15         0.9 2.798522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 16         0.9 2.791895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 17         0.9 2.763692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 18         0.9 2.802419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 19         0.9 2.810670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 20         0.9 2.765018e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 21         0.9 2.780868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 22         0.9 2.794131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 23         0.9 2.815587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 24         0.9 2.789445e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 25         0.9 2.813435e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 26         0.9 2.841765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 27         0.9 2.835220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 28         0.9 2.796799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 29         0.9 2.813779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 30         0.9 2.808953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 31         0.9 2.821753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 32         0.9 2.810743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 33         0.9 2.803506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 34         0.9 2.800849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 35         0.9 2.823238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 36         0.9 2.809961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 37         0.9 2.823051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 38         0.9 2.807129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 39         0.9 2.810125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 40         0.9 2.817105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 41         0.9 2.810432e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 42         0.9 2.815829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 43         0.9 2.773126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 44         0.9 2.788179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 45         0.9 2.797804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 46         0.9 2.823136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 47         0.9 2.822923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 48         0.9 2.835393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 49         0.9 2.821193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 50         0.9 2.826758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 51         0.9 2.830675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 52         0.9 2.847049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 53         0.9 2.847049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 54         0.9 2.764579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 55         0.9 2.742455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 56         0.9 2.753559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 57         0.9 2.752012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 58         0.9 2.791508e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 59         0.9 2.791425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 60         0.9 2.815809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 61         0.9 2.774599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 62         0.9 2.794237e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 63         0.9 2.779422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 64         0.9 2.802165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 65         0.9 2.811785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 66         0.9 2.780489e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 67         0.9 2.785773e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 68         0.9 2.806868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 69         0.9 2.780798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 70         0.9 2.806809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 71         0.9 2.817970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 72         0.9 2.826439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 73         0.9 2.808381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 74         0.9 2.825898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 75         0.9 2.769622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 76         0.9 2.773826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 77         0.9 2.781100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 78         0.9 2.810948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 79         0.9 2.784119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 80         0.9 2.794557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 81         0.9 2.780582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 82         0.9 2.818613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 83         0.9 2.813495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 84         0.9 2.789979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 85         0.9 2.784128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 86         0.9 2.806481e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 87         0.9 2.792411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 88         0.9 2.788473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 89         0.9 2.782604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 90         0.9 2.794192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 91         0.9 2.810978e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 92         0.9 2.799597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 93         0.9 2.820650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 94         0.9 2.821189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 95         0.9 2.823802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 96         0.9 2.838033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 97         0.9 2.841059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 98         0.9 2.820789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 99         0.9 2.801396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 100        0.9 2.800194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 101        0.9 2.798837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 102        0.9 2.809486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 103        0.9 2.812833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 104        0.9 2.812833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 105        0.9 2.331963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 106        0.9 2.331963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 107        0.9 2.526067e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 108        0.9 2.801876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 109        0.9 2.787663e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 110        0.9 2.808466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 111        0.9 2.823524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 112        0.9 2.824673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 113        0.9 2.818823e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 114        0.9 2.825172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 115        0.9 2.802743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 116        0.9 2.778281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 117        0.9 2.820971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 118        0.9 2.793166e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 119        0.9 2.801070e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 120        0.9 2.798870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 121        0.9 2.804038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 122        0.9 2.795860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 123        0.9 2.788924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 124        0.9 2.819800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 125        0.9 2.813751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 126        0.9 2.781729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 127        0.9 2.811616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 128        0.9 2.807606e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 129        0.9 2.807110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 130        0.9 2.794776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 131        0.9 2.801243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 132        0.9 2.774442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 133        0.9 2.797965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 134        0.9 2.793150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 135        0.9 2.803733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 136        0.9 2.793089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 137        0.9 2.786072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 138        0.9 2.786154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 139        0.9 2.788515e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 140        0.9 2.807821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 141        0.9 2.806586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 142        0.9 2.799582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 143        0.9 2.814190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 144        0.9 2.795673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 145        0.9 2.799741e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 146        0.9 2.789462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 147        0.9 2.825403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 148        0.9 2.808769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 149        0.9 2.810363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 150        0.9 2.791972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 151        0.9 2.809989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 152        0.9 2.816911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 153        0.9 2.832949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 154        0.9 2.814172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 155        0.9 2.781963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 156        0.9 2.781353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 157        0.9 2.781353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 158        0.9 2.766012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 159        0.9 2.757137e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 160        0.9 2.770273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 161        0.9 2.779099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 162        0.9 2.781981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 163        0.9 2.746186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 164        0.9 2.767840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 165        0.9 2.742955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 166        0.9 2.789675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 167        0.9 2.807101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 168        0.9 2.778149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 169        0.9 2.738694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 170        0.9 2.769578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 171        0.9 2.759076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 172        0.9 2.763004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 173        0.9 2.777326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 174        0.9 2.783625e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 175        0.9 2.785241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 176        0.9 2.783218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 177        0.9 2.807931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 178        0.9 2.794883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 179        0.9 2.804143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 180        0.9 2.757916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 181        0.9 2.795935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 182        0.9 2.786076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 183        0.9 2.795002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 184        0.9 2.766767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 185        0.9 2.811901e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 186        0.9 2.786885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 187        0.9 2.801963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 188        0.9 2.802307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 189        0.9 2.778711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 190        0.9 2.806086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 191        0.9 2.786099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 192        0.9 2.810100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 193        0.9 2.796954e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 194        0.9 2.766557e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 195        0.9 2.791043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 196        0.9 2.788288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 197        0.9 2.782030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 198        0.9 2.815049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 199        0.9 2.800497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 200        0.9 2.819967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 201        0.9 2.802558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 202        0.9 2.780564e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 203        0.9 2.789465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 204        0.9 2.792927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 205        0.9 2.793134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 206        0.9 2.809396e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 207        0.9 2.822887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 208        0.9 2.822887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 209        0.9 1.328549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 210        0.9 1.328549e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 211        0.9 7.911454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 212        0.9 1.319041e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 213        0.9 1.333908e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 214        0.9 9.277397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 215        0.9 5.972598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 216        0.9 5.740480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 217        0.9 5.885267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 218        0.9 5.277094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 219        0.9 4.645594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 220        0.9 4.262853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 221        0.9 4.410928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 222        0.9 3.933860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 223        0.9 3.834035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 224        0.9 3.635547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 225        0.9 3.500470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 226        0.9 3.165266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 227        0.9 3.093058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 228        0.9 3.066629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 229        0.9 3.077685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 230        0.9 3.051950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 231        0.9 3.059811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 232        0.9 3.024563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 233        0.9 3.071410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 234        0.9 3.078552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 235        0.9 3.007375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 236        0.9 3.066615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 237        0.9 3.095187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 238        0.9 3.115899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 239        0.9 3.099306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 240        0.9 3.076889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 241        0.9 3.072802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 242        0.9 3.094890e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 243        0.9 3.061050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 244        0.9 3.113106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 245        0.9 3.017491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 246        0.9 3.067198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 247        0.9 3.096756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 248        0.9 3.021274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 249        0.9 3.061299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 250        0.9 3.062491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 251        0.9 3.066051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 252        0.9 3.052076e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 253        0.9 3.065846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 254        0.9 3.097387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 255        0.9 3.153583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 256        0.9 3.093257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 257        0.9 3.113243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 258        0.9 3.079011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 259        0.9 3.035782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 260        0.9 2.996984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 261        0.9 2.996984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 262        0.9 2.926294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 263        0.9 3.005620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 264        0.9 3.026771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 265        0.9 2.992009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 266        0.9 2.983783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 267        0.9 3.016125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 268        0.9 3.001233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 269        0.9 3.031763e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 270        0.9 3.071816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 271        0.9 3.025719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 272        0.9 3.015506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 273        0.9 3.005880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 274        0.9 3.056619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 275        0.9 3.021050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 276        0.9 3.031463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 277        0.9 3.041669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 278        0.9 3.107932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 279        0.9 3.083961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 280        0.9 3.061661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 281        0.9 2.962604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 282        0.9 3.053683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 283        0.9 2.963356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 284        0.9 3.055340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 285        0.9 2.991786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 286        0.9 2.998203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 287        0.9 3.003334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 288        0.9 3.074590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 289        0.9 3.022186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 290        0.9 3.027651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 291        0.9 2.987592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 292        0.9 3.070987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 293        0.9 2.992161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 294        0.9 3.042239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 295        0.9 2.999940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 296        0.9 3.017037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 297        0.9 3.035987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 298        0.9 2.953539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 299        0.9 3.033905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 300        0.9 3.001814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 301        0.9 3.014348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 302        0.9 2.987716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 303        0.9 3.045661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 304        0.9 3.047136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 305        0.9 3.015479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 306        0.9 3.028270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 307        0.9 3.047783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 308        0.9 3.025143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 309        0.9 3.030026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 310        0.9 3.068353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 311        0.9 3.054860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 312        0.9 3.054860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 313        0.9 9.931193e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 314        0.9 9.931193e-03 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 315        0.9 4.772264e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 316        0.9 1.091297e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 317        0.9 1.148146e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 318        0.9 1.092360e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 319        0.9 1.196069e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 320        0.9 9.713320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 321        0.9 8.536521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 322        0.9 8.863814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 323        0.9 8.564029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 324        0.9 7.814086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 325        0.9 6.686746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 326        0.9 5.629403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 327        0.9 4.633382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 328        0.9 3.940218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 329        0.9 3.187799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 330        0.9 2.855727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 331        0.9 2.857360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 332        0.9 2.851829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 333        0.9 2.834860e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 334        0.9 2.876088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 335        0.9 2.834442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 336        0.9 2.829640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 337        0.9 2.809331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 338        0.9 2.852268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 339        0.9 2.876108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 340        0.9 2.834768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 341        0.9 2.873290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 342        0.9 2.830809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 343        0.9 2.871553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 344        0.9 2.865358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 345        0.9 2.837106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 346        0.9 2.808666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 347        0.9 2.815200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 348        0.9 2.814676e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 349        0.9 2.839082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 350        0.9 2.859344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 351        0.9 2.822768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 352        0.9 2.807090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 353        0.9 2.843668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 354        0.9 2.836267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 355        0.9 2.867133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 356        0.9 2.825949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 357        0.9 2.822243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 358        0.9 2.837265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 359        0.9 2.825006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 360        0.9 2.861914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 361        0.9 2.849458e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 362        0.9 2.830998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 363        0.9 2.821370e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 364        0.9 2.834319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 365        0.9 2.834319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 366        0.9 2.756947e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 367        0.9 2.821340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 368        0.9 2.784816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 369        0.9 2.757382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 370        0.9 2.774113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 371        0.9 2.795802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 372        0.9 2.753936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 373        0.9 2.787240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 374        0.9 2.805986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 375        0.9 2.740089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 376        0.9 2.790272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 377        0.9 2.826174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 378        0.9 2.805097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 379        0.9 2.779891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 380        0.9 2.799485e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 381        0.9 2.804608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 382        0.9 2.799277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 383        0.9 2.794930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 384        0.9 2.833506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 385        0.9 2.825169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 386        0.9 2.816459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 387        0.9 2.814467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 388        0.9 2.827525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 389        0.9 2.795905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 390        0.9 2.793090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 391        0.9 2.809835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 392        0.9 2.805744e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 393        0.9 2.821917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 394        0.9 2.813134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 395        0.9 2.780673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 396        0.9 2.780037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 397        0.9 2.796671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 398        0.9 2.819688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 399        0.9 2.825467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 400        0.9 2.795168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 401        0.9 2.808136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 402        0.9 2.817939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 403        0.9 2.853182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 404        0.9 2.836588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 405        0.9 2.836900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 406        0.9 2.806876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 407        0.9 2.830683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 408        0.9 2.806177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 409        0.9 2.815024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 410        0.9 2.820109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 411        0.9 2.813949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 412        0.9 2.822671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 413        0.9 2.838825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 414        0.9 2.821539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 415        0.9 2.818887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 416        0.9 2.818887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 417        0.9 3.776244e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 418        0.9 3.776244e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 419        0.9 3.014799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 420        0.9 3.036543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 421        0.9 2.827480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 422        0.9 2.798985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 423        0.9 2.787281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 424        0.9 2.795244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 425        0.9 2.803285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 426        0.9 2.810222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 427        0.9 2.824074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 428        0.9 2.840876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 429        0.9 2.780475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 430        0.9 2.846318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 431        0.9 2.830295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 432        0.9 2.812133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 433        0.9 2.829017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 434        0.9 2.818391e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 435        0.9 2.801386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 436        0.9 2.814895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 437        0.9 2.826514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 438        0.9 2.848465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 439        0.9 2.828680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 440        0.9 2.798876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 441        0.9 2.809679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 442        0.9 2.802252e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 443        0.9 2.807448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 444        0.9 2.787131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 445        0.9 2.803174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 446        0.9 2.814618e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 447        0.9 2.821782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 448        0.9 2.793179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 449        0.9 2.814924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 450        0.9 2.817647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 451        0.9 2.830863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 452        0.9 2.851523e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 453        0.9 2.823079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 454        0.9 2.827521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 455        0.9 2.853482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 456        0.9 2.845754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 457        0.9 2.838544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 458        0.9 2.837182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 459        0.9 2.824211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 460        0.9 2.834208e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 461        0.9 2.825433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 462        0.9 2.837133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 463        0.9 2.852421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 464        0.9 2.838271e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 465        0.9 2.824021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 466        0.9 2.793377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 467        0.9 2.821641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 468        0.9 2.842102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 469        0.9 2.842102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 470        0.9 2.750371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 471        0.9 2.756714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 472        0.9 2.794909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 473        0.9 2.763083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 474        0.9 2.744093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 475        0.9 2.788079e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 476        0.9 2.782406e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 477        0.9 2.772262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 478        0.9 2.756957e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 479        0.9 2.757841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 480        0.9 2.783246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 481        0.9 2.773440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 482        0.9 2.795186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 483        0.9 2.755398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 484        0.9 2.816892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 485        0.9 2.783976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 486        0.9 2.776769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 487        0.9 2.739747e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 488        0.9 2.803602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 489        0.9 2.804734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 490        0.9 2.785789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 491        0.9 2.792123e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 492        0.9 2.815045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 493        0.9 2.826761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 494        0.9 2.813226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 495        0.9 2.797880e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 496        0.9 2.760140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 497        0.9 2.793476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 498        0.9 2.795526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 499        0.9 2.796607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 500        0.9 2.798948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 501        0.9 2.797720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 502        0.9 2.802789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 503        0.9 2.809942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 504        0.9 2.805949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 505        0.9 2.783435e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 506        0.9 2.816588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 507        0.9 2.820610e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 508        0.9 2.840627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 509        0.9 2.812920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 510        0.9 2.789680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 511        0.9 2.778897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 512        0.9 2.772774e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 513        0.9 2.778788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 514        0.9 2.801689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 515        0.9 2.800085e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 516        0.9 2.796211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 517        0.9 2.813185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 518        0.9 2.799741e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 519        0.9 2.813034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 520        0.9 2.813034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 521        0.9 2.376062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 522        0.9 2.376062e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 523        0.9 8.245964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 524        0.9 9.779846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 525        0.9 6.158035e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 526        0.9 6.097567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 527        0.9 4.711211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 528        0.9 3.856173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 529        0.9 3.063213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 530        0.9 2.844779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 531        0.9 2.842117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 532        0.9 2.840194e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 533        0.9 2.791916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 534        0.9 2.794471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 535        0.9 2.824895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 536        0.9 2.846327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 537        0.9 2.785950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 538        0.9 2.773146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 539        0.9 2.786682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 540        0.9 2.788774e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 541        0.9 2.810372e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 542        0.9 2.822506e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 543        0.9 2.807174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 544        0.9 2.794143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 545        0.9 2.799182e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 546        0.9 2.837698e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 547        0.9 2.790209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 548        0.9 2.824184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 549        0.9 2.857454e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 550        0.9 2.833318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 551        0.9 2.824655e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 552        0.9 2.842038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 553        0.9 2.802486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 554        0.9 2.808817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 555        0.9 2.781742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 556        0.9 2.790151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 557        0.9 2.831745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 558        0.9 2.809597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 559        0.9 2.822235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 560        0.9 2.822682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 561        0.9 2.824818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 562        0.9 2.798328e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 563        0.9 2.797460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 564        0.9 2.793324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 565        0.9 2.816668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 566        0.9 2.802982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 567        0.9 2.809450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 568        0.9 2.806473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 569        0.9 2.806368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 570        0.9 2.820096e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 571        0.9 2.793313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 572        0.9 2.778970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 573        0.9 2.778970e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 574        0.9 2.733217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 575        0.9 2.760095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 576        0.9 2.782165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 577        0.9 2.773339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 578        0.9 2.773031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 579        0.9 2.783156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 580        0.9 2.768031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 581        0.9 2.773363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 582        0.9 2.787242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 583        0.9 2.758304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 584        0.9 2.790331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 585        0.9 2.791791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 586        0.9 2.783375e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 587        0.9 2.745092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 588        0.9 2.738705e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 589        0.9 2.756244e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 590        0.9 2.818502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 591        0.9 2.762702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 592        0.9 2.808678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 593        0.9 2.806129e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 594        0.9 2.774388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 595        0.9 2.802099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 596        0.9 2.796326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 597        0.9 2.808836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 598        0.9 2.802038e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 599        0.9 2.786083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 600        0.9 2.809125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 601        0.9 2.806186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 602        0.9 2.780136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 603        0.9 2.799696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 604        0.9 2.815007e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 605        0.9 2.805629e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 606        0.9 2.815491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 607        0.9 2.813854e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 608        0.9 2.778892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 609        0.9 2.806417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 610        0.9 2.797487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 611        0.9 2.818057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 612        0.9 2.773109e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 613        0.9 2.771958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 614        0.9 2.782631e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 615        0.9 2.789926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 616        0.9 2.791120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 617        0.9 2.754248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 618        0.9 2.832003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 619        0.9 2.793131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 620        0.9 2.824138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 621        0.9 2.798350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 622        0.9 2.790358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 623        0.9 2.796012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 624        0.9 2.796012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 625        0.9 3.743175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 626        0.9 3.743175e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 627        0.9 2.060216e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 628        0.9 4.002948e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 629        0.9 2.489091e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 630        0.9 1.118913e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 631        0.9 3.779510e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 632        0.9 1.178170e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 633        0.9 5.731429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 634        0.9 3.479234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 635        0.9 3.112402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 636        0.9 3.090637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 637        0.9 3.066047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 638        0.9 3.008770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 639        0.9 2.943607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 640        0.9 3.023800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 641        0.9 2.962180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 642        0.9 3.002582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 643        0.9 2.961873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 644        0.9 2.986567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 645        0.9 2.963236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 646        0.9 3.024103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 647        0.9 2.960520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 648        0.9 2.990491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 649        0.9 2.962829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 650        0.9 3.002690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 651        0.9 3.022671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 652        0.9 3.088394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 653        0.9 3.056245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 654        0.9 2.981420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 655        0.9 3.013870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 656        0.9 3.033953e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 657        0.9 2.971441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 658        0.9 3.015339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 659        0.9 3.013806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 660        0.9 2.944138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 661        0.9 2.974111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 662        0.9 3.017507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 663        0.9 3.062303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 664        0.9 3.078036e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 665        0.9 3.081103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 666        0.9 3.017796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 667        0.9 3.010712e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 668        0.9 2.938753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 669        0.9 3.075180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 670        0.9 3.063114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 671        0.9 2.967720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 672        0.9 3.005354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 673        0.9 2.988934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 674        0.9 3.059626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 675        0.9 3.067202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 676        0.9 3.059371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 677        0.9 3.059371e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 678        0.9 2.864336e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 679        0.9 2.875465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 680        0.9 2.836941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 681        0.9 2.948136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 682        0.9 2.923894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 683        0.9 2.886832e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 684        0.9 2.900346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 685        0.9 2.877213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 686        0.9 2.934757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 687        0.9 2.901905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 688        0.9 2.939797e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 689        0.9 2.894459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 690        0.9 2.932395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 691        0.9 2.873297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 692        0.9 2.912205e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 693        0.9 2.880724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 694        0.9 2.930727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 695        0.9 2.969823e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 696        0.9 2.968927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 697        0.9 2.942341e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 698        0.9 2.959808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 699        0.9 2.932290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 700        0.9 2.937026e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 701        0.9 2.886455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 702        0.9 2.907868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 703        0.9 2.935039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 704        0.9 2.929933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 705        0.9 2.958850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 706        0.9 2.936387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 707        0.9 2.898504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 708        0.9 2.968866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 709        0.9 2.974664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 710        0.9 2.995495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 711        0.9 2.976172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 712        0.9 2.972164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 713        0.9 2.926108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 714        0.9 2.949846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 715        0.9 2.976086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 716        0.9 2.922818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 717        0.9 2.967760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 718        0.9 2.949258e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 719        0.9 3.000866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 720        0.9 3.006379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 721        0.9 2.932920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 722        0.9 3.003150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 723        0.9 2.970722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 724        0.9 2.973290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 725        0.9 2.952784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 726        0.9 2.960885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 727        0.9 2.946864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 728        0.9 2.946864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 729        0.9 1.857149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 730        0.9 1.857149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 731        0.9 6.696822e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 732        0.9 7.835463e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 733        0.9 5.482489e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 734        0.9 5.469881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 735        0.9 4.082499e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 736        0.9 3.705969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 737        0.9 3.003064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 738        0.9 2.879888e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 739        0.9 2.882134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 740        0.9 2.887188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 741        0.9 2.895388e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 742        0.9 2.869425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 743        0.9 2.853792e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 744        0.9 2.852674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 745        0.9 2.856105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 746        0.9 2.866212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 747        0.9 2.874583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 748        0.9 2.887024e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 749        0.9 2.892138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 750        0.9 2.915220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 751        0.9 2.932581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 752        0.9 2.896796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 753        0.9 2.909193e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 754        0.9 2.882501e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 755        0.9 2.843158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 756        0.9 2.810065e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 757        0.9 2.883583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 758        0.9 2.859790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 759        0.9 2.907935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 760        0.9 2.857487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 761        0.9 2.894587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 762        0.9 2.876393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 763        0.9 2.888265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 764        0.9 2.849872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 765        0.9 2.894527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 766        0.9 2.864589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 767        0.9 2.904226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 768        0.9 2.887003e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 769        0.9 2.926438e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 770        0.9 2.916261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 771        0.9 2.889968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 772        0.9 2.893994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 773        0.9 2.902201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 774        0.9 2.912063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 775        0.9 2.925921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 776        0.9 2.895099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 777        0.9 2.904131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 778        0.9 2.892514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 779        0.9 2.875453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 780        0.9 2.900743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 781        0.9 2.900743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 782        0.9 2.790653e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 783        0.9 2.798304e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 784        0.9 2.833961e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 785        0.9 2.840656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 786        0.9 2.825960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 787        0.9 2.853863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 788        0.9 2.848656e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 789        0.9 2.838428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 790        0.9 2.834153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 791        0.9 2.850942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 792        0.9 2.828136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 793        0.9 2.824596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 794        0.9 2.819381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 795        0.9 2.822051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 796        0.9 2.861884e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 797        0.9 2.847740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 798        0.9 2.843408e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 799        0.9 2.850959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 800        0.9 2.815612e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 801        0.9 2.862692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 802        0.9 2.849546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 803        0.9 2.888215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 804        0.9 2.841319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 805        0.9 2.877511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 806        0.9 2.852909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 807        0.9 2.852754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 808        0.9 2.849521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 809        0.9 2.865615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 810        0.9 2.860554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 811        0.9 2.904019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 812        0.9 2.881104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 813        0.9 2.860640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 814        0.9 2.838969e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 815        0.9 2.851554e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 816        0.9 2.880721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 817        0.9 2.853743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 818        0.9 2.846571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 819        0.9 2.863722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 820        0.9 2.831231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 821        0.9 2.879767e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 822        0.9 2.880594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 823        0.9 2.858128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 824        0.9 2.888590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 825        0.9 2.842437e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 826        0.9 2.840394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 827        0.9 2.906924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 828        0.9 2.902530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 829        0.9 2.906296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 830        0.9 2.872613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 831        0.9 2.854402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 832        0.9 2.854402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 833        0.9 2.008242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 834        0.9 2.008242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 835        0.9 5.430673e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 836        0.9 3.141398e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 837        0.9 1.285300e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 838        0.9 9.880630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 839        0.9 7.604626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 840        0.9 6.679877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 841        0.9 4.619322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 842        0.9 3.660833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 843        0.9 3.096101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 844        0.9 2.952283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 845        0.9 2.948164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 846        0.9 2.870488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 847        0.9 2.865509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 848        0.9 2.867471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 849        0.9 2.859058e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 850        0.9 2.870469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 851        0.9 2.865926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 852        0.9 2.876627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 853        0.9 2.903559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 854        0.9 2.866199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 855        0.9 2.840522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 856        0.9 2.878387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 857        0.9 2.876089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 858        0.9 2.873882e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 859        0.9 2.871726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 860        0.9 2.888049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 861        0.9 2.873675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 862        0.9 2.846039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 863        0.9 2.887807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 864        0.9 2.876073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 865        0.9 2.910241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 866        0.9 2.864920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 867        0.9 2.855321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 868        0.9 2.863158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 869        0.9 2.896414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 870        0.9 2.915813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 871        0.9 2.855103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 872        0.9 2.859613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 873        0.9 2.841351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 874        0.9 2.850755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 875        0.9 2.874529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 876        0.9 2.876509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 877        0.9 2.893756e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 878        0.9 2.903968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 879        0.9 2.895905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 880        0.9 2.861473e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 881        0.9 2.868107e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 882        0.9 2.892259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 883        0.9 2.853227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 884        0.9 2.883545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 885        0.9 2.883545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 886        0.9 2.762608e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 887        0.9 2.811169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 888        0.9 2.818267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 889        0.9 2.834032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 890        0.9 2.860012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 891        0.9 2.828395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 892        0.9 2.814188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 893        0.9 2.802664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 894        0.9 2.820401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 895        0.9 2.902596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 896        0.9 2.838238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 897        0.9 2.805577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 898        0.9 2.820971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 899        0.9 2.834654e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 900        0.9 2.807621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 901        0.9 2.801246e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 902        0.9 2.790490e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 903        0.9 2.853086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 904        0.9 2.836795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 905        0.9 2.832817e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 906        0.9 2.820575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 907        0.9 2.776009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 908        0.9 2.844572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 909        0.9 2.841119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 910        0.9 2.835878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 911        0.9 2.831736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 912        0.9 2.863637e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 913        0.9 2.824466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 914        0.9 2.840227e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 915        0.9 2.835104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 916        0.9 2.821127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 917        0.9 2.812188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 918        0.9 2.842151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 919        0.9 2.840840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 920        0.9 2.848108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 921        0.9 2.806042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 922        0.9 2.816799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 923        0.9 2.831810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 924        0.9 2.857977e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 925        0.9 2.836938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 926        0.9 2.851522e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 927        0.9 2.834470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 928        0.9 2.853838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 929        0.9 2.861534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 930        0.9 2.842471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 931        0.9 2.862279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 932        0.9 2.860266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 933        0.9 2.885270e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 934        0.9 2.864226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 935        0.9 2.828465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 936        0.9 2.828465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 937        0.9 2.199605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 938        0.9 2.199605e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 939        0.9 1.456030e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 940        0.9 5.281161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 941        0.9 3.049684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 942        0.9 2.845389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 943        0.9 2.802667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 944        0.9 2.852280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 945        0.9 2.810519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 946        0.9 2.799467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 947        0.9 2.778615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 948        0.9 2.769068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 949        0.9 2.781814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 950        0.9 2.823296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 951        0.9 2.790044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 952        0.9 2.799309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 953        0.9 2.826358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 954        0.9 2.788571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 955        0.9 2.783826e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 956        0.9 2.785581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 957        0.9 2.784546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 958        0.9 2.798081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 959        0.9 2.786876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 960        0.9 2.778497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 961        0.9 2.803356e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 962        0.9 2.822588e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 963        0.9 2.798014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 964        0.9 2.808251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 965        0.9 2.788440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 966        0.9 2.826469e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 967        0.9 2.818287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 968        0.9 2.810574e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 969        0.9 2.807262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 970        0.9 2.816019e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 971        0.9 2.814838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 972        0.9 2.778864e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 973        0.9 2.809033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 974        0.9 2.821885e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 975        0.9 2.793650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 976        0.9 2.832534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 977        0.9 2.837457e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 978        0.9 2.839500e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 979        0.9 2.807703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 980        0.9 2.815504e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 981        0.9 2.823268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 982        0.9 2.834255e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 983        0.9 2.810619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 984        0.9 2.785030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 985        0.9 2.820230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 986        0.9 2.833824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 987        0.9 2.815960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 988        0.9 2.832779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 989        0.9 2.832779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 990        0.9 2.752803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 991        0.9 2.776580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 992        0.9 2.790266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 993        0.9 2.793350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 994        0.9 2.751233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 995        0.9 2.753402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 996        0.9 2.765941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 997        0.9 2.789843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 998        0.9 2.795948e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 999        0.9 2.820562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1000       0.9 2.823739e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1001       0.9 2.810167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1002       0.9 2.810225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1003       0.9 2.818223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1004       0.9 2.779807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1005       0.9 2.793821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1006       0.9 2.804780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1007       0.9 2.805163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1008       0.9 2.787010e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1009       0.9 2.800577e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1010       0.9 2.760324e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1011       0.9 2.774938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1012       0.9 2.794539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1013       0.9 2.801428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1014       0.9 2.810464e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1015       0.9 2.799985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1016       0.9 2.809693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1017       0.9 2.790184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1018       0.9 2.784595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1019       0.9 2.804059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1020       0.9 2.806750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1021       0.9 2.806850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1022       0.9 2.833378e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1023       0.9 2.811850e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1024       0.9 2.841081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1025       0.9 2.782725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1026       0.9 2.821162e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1027       0.9 2.825063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1028       0.9 2.810250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1029       0.9 2.779714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1030       0.9 2.830338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1031       0.9 2.811331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1032       0.9 2.819462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1033       0.9 2.810253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1034       0.9 2.813604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1035       0.9 2.808514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1036       0.9 2.815365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1037       0.9 2.803938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1038       0.9 2.803299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1039       0.9 2.809340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1040       0.9 2.809340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1041       0.9 3.009818e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1042       0.9 3.009818e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1043       0.9 2.315784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1044       0.9 4.564349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1045       0.9 3.296377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1046       0.9 3.142032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1047       0.9 2.981950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1048       0.9 2.823716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1049       0.9 2.825876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1050       0.9 2.857847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1051       0.9 2.862161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1052       0.9 2.827483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1053       0.9 2.825284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1054       0.9 2.772512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1055       0.9 2.826626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1056       0.9 2.807682e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1057       0.9 2.796911e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1058       0.9 2.808626e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1059       0.9 2.804729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1060       0.9 2.856482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1061       0.9 2.823453e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1062       0.9 2.835266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1063       0.9 2.845174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1064       0.9 2.816932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1065       0.9 2.846621e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1066       0.9 2.814355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1067       0.9 2.814988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1068       0.9 2.805199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1069       0.9 2.828045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1070       0.9 2.806297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1071       0.9 2.811809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1072       0.9 2.794518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1073       0.9 2.825842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1074       0.9 2.819047e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1075       0.9 2.821833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1076       0.9 2.821591e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1077       0.9 2.818640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1078       0.9 2.845401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1079       0.9 2.872152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1080       0.9 2.847410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1081       0.9 2.812927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1082       0.9 2.816225e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1083       0.9 2.820718e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1084       0.9 2.807753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1085       0.9 2.805273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1086       0.9 2.832213e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1087       0.9 2.832234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1088       0.9 2.849527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1089       0.9 2.814770e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1090       0.9 2.828630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1091       0.9 2.785938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1092       0.9 2.811863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1093       0.9 2.811863e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1094       0.9 2.755914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1095       0.9 2.788806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1096       0.9 2.769165e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1097       0.9 2.789856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1098       0.9 2.798322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1099       0.9 2.781604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1100       0.9 2.770022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1101       0.9 2.820627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1102       0.9 2.781441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1103       0.9 2.812507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1104       0.9 2.797527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1105       0.9 2.790493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1106       0.9 2.812619e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1107       0.9 2.771758e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1108       0.9 2.784897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1109       0.9 2.759042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1110       0.9 2.784393e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1111       0.9 2.792323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1112       0.9 2.799684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1113       0.9 2.804870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1114       0.9 2.774259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1115       0.9 2.792674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1116       0.9 2.800293e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1117       0.9 2.771873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1118       0.9 2.766163e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1119       0.9 2.823348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1120       0.9 2.815740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1121       0.9 2.821535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1122       0.9 2.788640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1123       0.9 2.782198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1124       0.9 2.817183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1125       0.9 2.815547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1126       0.9 2.809420e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1127       0.9 2.798798e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1128       0.9 2.807675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1129       0.9 2.784567e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1130       0.9 2.779081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1131       0.9 2.806778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1132       0.9 2.791322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1133       0.9 2.793806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1134       0.9 2.794722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1135       0.9 2.815935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1136       0.9 2.794924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1137       0.9 2.823795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1138       0.9 2.822232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1139       0.9 2.821233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1140       0.9 2.805724e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1141       0.9 2.804259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1142       0.9 2.830480e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1143       0.9 2.813673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1144       0.9 2.813673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1145       0.9 3.224717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1146       0.9 3.224717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1147       0.9 9.898370e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1148       0.9 1.221922e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1149       0.9 1.095132e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1150       0.9 9.071930e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1151       0.9 7.391988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1152       0.9 6.403520e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1153       0.9 5.492531e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1154       0.9 4.078701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1155       0.9 3.966099e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1156       0.9 3.336313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1157       0.9 3.167321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1158       0.9 2.988069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1159       0.9 3.067983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1160       0.9 3.039029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1161       0.9 2.892784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1162       0.9 2.981513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1163       0.9 2.878202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1164       0.9 2.832281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1165       0.9 2.850941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1166       0.9 2.870603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1167       0.9 2.887671e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1168       0.9 2.824766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1169       0.9 2.865824e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1170       0.9 2.926387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1171       0.9 2.890917e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1172       0.9 2.847209e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1173       0.9 2.881947e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1174       0.9 2.853128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1175       0.9 2.838350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1176       0.9 2.864858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1177       0.9 2.853950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1178       0.9 2.848186e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1179       0.9 2.865711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1180       0.9 2.821328e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1181       0.9 2.843593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1182       0.9 2.894179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1183       0.9 2.835603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1184       0.9 2.853685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1185       0.9 2.855323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1186       0.9 2.846447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1187       0.9 2.903904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1188       0.9 2.908126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1189       0.9 2.895243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1190       0.9 2.866867e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1191       0.9 2.861660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1192       0.9 2.868487e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1193       0.9 2.862870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1194       0.9 2.881558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1195       0.9 2.863318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1196       0.9 2.868059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1197       0.9 2.868059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1198       0.9 2.810623e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1199       0.9 2.800976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1200       0.9 2.809848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1201       0.9 2.742514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1202       0.9 2.797288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1203       0.9 2.784680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1204       0.9 2.828199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1205       0.9 2.874493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1206       0.9 2.833555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1207       0.9 2.806938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1208       0.9 2.801251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1209       0.9 2.846468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1210       0.9 2.790196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1211       0.9 2.851995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1212       0.9 2.797161e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1213       0.9 2.874389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1214       0.9 2.798703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1215       0.9 2.828119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1216       0.9 2.808685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1217       0.9 2.879072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1218       0.9 2.849347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1219       0.9 2.827230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1220       0.9 2.808734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1221       0.9 2.798988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1222       0.9 2.815044e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1223       0.9 2.810056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1224       0.9 2.790086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1225       0.9 2.806750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1226       0.9 2.824222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1227       0.9 2.817149e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1228       0.9 2.850174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1229       0.9 2.838931e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1230       0.9 2.807639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1231       0.9 2.834620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1232       0.9 2.820752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1233       0.9 2.860906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1234       0.9 2.817250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1235       0.9 2.837314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1236       0.9 2.824220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1237       0.9 2.806987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1238       0.9 2.819403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1239       0.9 2.816638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1240       0.9 2.811913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1241       0.9 2.841975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1242       0.9 2.830657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1243       0.9 2.832545e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1244       0.9 2.842541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1245       0.9 2.825216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1246       0.9 2.844800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1247       0.9 2.858236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1248       0.9 2.858236e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1249       0.9 4.027945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1250       0.9 4.027945e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1251       0.9 1.208423e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1252       0.9 1.295451e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1253       0.9 1.179876e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1254       0.9 1.157352e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1255       0.9 1.178520e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1256       0.9 1.117353e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1257       0.9 9.563543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1258       0.9 7.558271e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1259       0.9 7.348404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1260       0.9 7.453800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1261       0.9 7.182104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1262       0.9 6.887475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1263       0.9 7.435686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1264       0.9 6.913401e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1265       0.9 6.980448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1266       0.9 6.571743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1267       0.9 6.285566e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1268       0.9 6.130568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1269       0.9 6.047327e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1270       0.9 6.143309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1271       0.9 6.253838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1272       0.9 6.003187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1273       0.9 5.693847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1274       0.9 5.350338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1275       0.9 5.301152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1276       0.9 5.144862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1277       0.9 5.293015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1278       0.9 5.260964e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1279       0.9 4.996348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1280       0.9 4.934056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1281       0.9 4.827502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1282       0.9 4.653647e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1283       0.9 4.399716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1284       0.9 4.259661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1285       0.9 4.104690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1286       0.9 3.601772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1287       0.9 3.547657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1288       0.9 3.319414e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1289       0.9 3.442492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1290       0.9 3.392642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1291       0.9 3.387164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1292       0.9 3.219657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1293       0.9 3.124680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1294       0.9 3.168595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1295       0.9 3.137878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1296       0.9 3.161579e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1297       0.9 3.105720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1298       0.9 3.121721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1299       0.9 3.066132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1300       0.9 3.125436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1301       0.9 3.125436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1302       0.9 2.966662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1303       0.9 2.971754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1304       0.9 3.014183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1305       0.9 2.988094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1306       0.9 3.098894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1307       0.9 2.970189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1308       0.9 2.938780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1309       0.9 3.046111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1310       0.9 3.018604e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1311       0.9 3.021239e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1312       0.9 2.985870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1313       0.9 3.063071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1314       0.9 2.988862e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1315       0.9 3.006474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1316       0.9 3.008298e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1317       0.9 2.989042e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1318       0.9 3.040448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1319       0.9 3.040407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1320       0.9 3.103492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1321       0.9 2.969628e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1322       0.9 3.055332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1323       0.9 3.045196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1324       0.9 2.996484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1325       0.9 2.993553e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1326       0.9 3.012935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1327       0.9 3.056620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1328       0.9 3.047757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1329       0.9 3.031476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1330       0.9 3.051305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1331       0.9 3.053380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1332       0.9 3.069468e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1333       0.9 3.084122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1334       0.9 3.083803e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1335       0.9 3.047498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1336       0.9 3.061795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1337       0.9 3.076031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1338       0.9 3.090760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1339       0.9 3.054958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1340       0.9 3.048189e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1341       0.9 3.062814e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1342       0.9 3.060765e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1343       0.9 3.022789e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1344       0.9 3.008354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1345       0.9 3.033976e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1346       0.9 3.012769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1347       0.9 3.063364e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1348       0.9 3.064254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1349       0.9 3.085088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1350       0.9 3.048403e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1351       0.9 3.033959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1352       0.9 3.033959e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1353       0.9 3.563815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1354       0.9 3.563815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1355       0.9 8.813944e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1356       0.9 7.458056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1357       0.9 6.578202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1358       0.9 4.954933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1359       0.9 3.998381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1360       0.9 3.026068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1361       0.9 2.893716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1362       0.9 2.759442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1363       0.9 2.820050e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1364       0.9 2.825340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1365       0.9 2.804816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1366       0.9 2.775220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1367       0.9 2.777853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1368       0.9 2.769575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1369       0.9 2.799717e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1370       0.9 2.781858e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1371       0.9 2.791439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1372       0.9 2.775946e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1373       0.9 2.821314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1374       0.9 2.799966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1375       0.9 2.769535e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1376       0.9 2.785784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1377       0.9 2.770074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1378       0.9 2.815568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1379       0.9 2.788558e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1380       0.9 2.802703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1381       0.9 2.813841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1382       0.9 2.786251e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1383       0.9 2.787853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1384       0.9 2.798125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1385       0.9 2.833667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1386       0.9 2.801743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1387       0.9 2.786122e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1388       0.9 2.775820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1389       0.9 2.803967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1390       0.9 2.784780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1391       0.9 2.759868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1392       0.9 2.796277e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1393       0.9 2.807383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1394       0.9 2.815784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1395       0.9 2.800192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1396       0.9 2.832624e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1397       0.9 2.805652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1398       0.9 2.810942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1399       0.9 2.807766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1400       0.9 2.813757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1401       0.9 2.789776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1402       0.9 2.757249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1403       0.9 2.815419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1404       0.9 2.818180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1405       0.9 2.818180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1406       0.9 2.770762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1407       0.9 2.747641e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1408       0.9 2.749349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1409       0.9 2.799536e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1410       0.9 2.798055e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1411       0.9 2.782265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1412       0.9 2.795898e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1413       0.9 2.769872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1414       0.9 2.764729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1415       0.9 2.747560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1416       0.9 2.781456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1417       0.9 2.787984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1418       0.9 2.796092e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1419       0.9 2.809296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1420       0.9 2.815459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1421       0.9 2.773731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1422       0.9 2.781294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1423       0.9 2.811662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1424       0.9 2.836556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1425       0.9 2.807027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1426       0.9 2.800570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1427       0.9 2.806439e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1428       0.9 2.771411e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1429       0.9 2.777905e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1430       0.9 2.779986e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1431       0.9 2.788140e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1432       0.9 2.801471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1433       0.9 2.783078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1434       0.9 2.803687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1435       0.9 2.788680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1436       0.9 2.784913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1437       0.9 2.796101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1438       0.9 2.770201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1439       0.9 2.782684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1440       0.9 2.789139e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1441       0.9 2.799217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1442       0.9 2.798243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1443       0.9 2.808815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1444       0.9 2.784271e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1445       0.9 2.826642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1446       0.9 2.805892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1447       0.9 2.811063e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1448       0.9 2.805131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1449       0.9 2.795112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1450       0.9 2.813210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1451       0.9 2.820669e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1452       0.9 2.813413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1453       0.9 2.821006e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1454       0.9 2.832158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1455       0.9 2.828440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1456       0.9 2.828440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1457       0.9 1.414554e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1458       0.9 1.414554e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1459       0.9 1.576254e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1460       0.9 1.807388e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1461       0.9 2.370206e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1462       0.9 2.265327e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1463       0.9 3.898128e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1464       0.9 6.828610e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1465       0.9 9.775815e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1466       0.9 6.499221e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1467       0.9 1.095994e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1468       0.9 4.054159e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1469       0.9 1.496112e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1470       0.9 1.096789e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1471       0.9 8.678005e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1472       0.9 7.637543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1473       0.9 6.638220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1474       0.9 4.750491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1475       0.9 3.808596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1476       0.9 3.245144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1477       0.9 2.889461e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1478       0.9 2.843927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1479       0.9 2.875555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1480       0.9 2.856157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1481       0.9 2.843305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1482       0.9 2.855819e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1483       0.9 2.874809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1484       0.9 2.820599e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1485       0.9 2.813104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1486       0.9 2.811790e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1487       0.9 2.800374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1488       0.9 2.788696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1489       0.9 2.779339e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1490       0.9 2.847484e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1491       0.9 2.843119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1492       0.9 2.820836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1493       0.9 2.829451e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1494       0.9 2.851323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1495       0.9 2.823726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1496       0.9 2.823097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1497       0.9 2.825413e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1498       0.9 2.809151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1499       0.9 2.822716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1500       0.9 2.780595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1501       0.9 2.827210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1502       0.9 2.831394e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1503       0.9 2.848707e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1504       0.9 2.828263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1505       0.9 2.830725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1506       0.9 2.846387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1507       0.9 2.820072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1508       0.9 2.831326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1509       0.9 2.831326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1510       0.9 2.739191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1511       0.9 2.806778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1512       0.9 2.769207e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1513       0.9 2.769960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1514       0.9 2.794512e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1515       0.9 2.773636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1516       0.9 2.809089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1517       0.9 2.814509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1518       0.9 2.825871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1519       0.9 2.822793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1520       0.9 2.832312e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1521       0.9 2.819113e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1522       0.9 2.814802e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1523       0.9 2.807866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1524       0.9 2.832297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1525       0.9 2.800804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1526       0.9 2.801856e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1527       0.9 2.822697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1528       0.9 2.824395e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1529       0.9 2.811650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1530       0.9 2.831057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1531       0.9 2.795745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1532       0.9 2.775485e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1533       0.9 2.820727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1534       0.9 2.770127e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1535       0.9 2.783185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1536       0.9 2.798325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1537       0.9 2.796172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1538       0.9 2.805534e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1539       0.9 2.773838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1540       0.9 2.785518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1541       0.9 2.821322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1542       0.9 2.844644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1543       0.9 2.810668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1544       0.9 2.795021e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1545       0.9 2.796719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1546       0.9 2.782576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1547       0.9 2.794142e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1548       0.9 2.825466e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1549       0.9 2.813262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1550       0.9 2.802425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1551       0.9 2.811315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1552       0.9 2.806678e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1553       0.9 2.771607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1554       0.9 2.782472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1555       0.9 2.812448e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1556       0.9 2.820098e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1557       0.9 2.797592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1558       0.9 2.795590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1559       0.9 2.810091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1560       0.9 2.810091e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1561       0.9 3.028157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1562       0.9 3.028157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1563       0.9 8.201266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1564       0.9 7.022202e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1565       0.9 8.062102e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1566       0.9 6.836900e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1567       0.9 6.158995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1568       0.9 5.145929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1569       0.9 4.629390e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1570       0.9 3.458405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1571       0.9 2.996167e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1572       0.9 2.965402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1573       0.9 2.848290e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1574       0.9 2.870306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1575       0.9 2.843869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1576       0.9 2.797374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1577       0.9 2.825402e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1578       0.9 2.793083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1579       0.9 2.822840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1580       0.9 2.808513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1581       0.9 2.837981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1582       0.9 2.827589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1583       0.9 2.807214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1584       0.9 2.819968e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1585       0.9 2.833780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1586       0.9 2.847805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1587       0.9 2.863598e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1588       0.9 2.827004e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1589       0.9 2.840180e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1590       0.9 2.860158e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1591       0.9 2.818043e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1592       0.9 2.803224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1593       0.9 2.855584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1594       0.9 2.835349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1595       0.9 2.848869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1596       0.9 2.818410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1597       0.9 2.825011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1598       0.9 2.821861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1599       0.9 2.822918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1600       0.9 2.814229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1601       0.9 2.787407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1602       0.9 2.794788e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1603       0.9 2.803861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1604       0.9 2.860631e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1605       0.9 2.831382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1606       0.9 2.826701e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1607       0.9 2.816125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1608       0.9 2.848326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1609       0.9 2.865072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1610       0.9 2.825595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1611       0.9 2.847596e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1612       0.9 2.852305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1613       0.9 2.852305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1614       0.9 2.758334e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1615       0.9 2.766954e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1616       0.9 2.799983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1617       0.9 2.756896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1618       0.9 2.760533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1619       0.9 2.768155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1620       0.9 2.810709e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1621       0.9 2.827428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1622       0.9 2.755866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1623       0.9 2.736815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1624       0.9 2.805559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1625       0.9 2.760311e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1626       0.9 2.790519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1627       0.9 2.797727e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1628       0.9 2.762983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1629       0.9 2.756527e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1630       0.9 2.818892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1631       0.9 2.824080e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1632       0.9 2.792028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1633       0.9 2.767174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1634       0.9 2.808903e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1635       0.9 2.769235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1636       0.9 2.763027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1637       0.9 2.796462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1638       0.9 2.793056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1639       0.9 2.801230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1640       0.9 2.827474e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1641       0.9 2.779750e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1642       0.9 2.828778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1643       0.9 2.829769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1644       0.9 2.820784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1645       0.9 2.787565e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1646       0.9 2.793196e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1647       0.9 2.803697e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1648       0.9 2.797695e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1649       0.9 2.810360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1650       0.9 2.832022e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1651       0.9 2.809811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1652       0.9 2.776820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1653       0.9 2.780684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1654       0.9 2.830639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1655       0.9 2.836374e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1656       0.9 2.826521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1657       0.9 2.819145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1658       0.9 2.808059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1659       0.9 2.810134e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1660       0.9 2.813052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1661       0.9 2.806472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1662       0.9 2.811164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1663       0.9 2.821852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1664       0.9 2.821852e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1665       0.9 7.689240e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1666       0.9 7.689240e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1667       0.9 5.168980e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1668       0.9 4.716563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1669       0.9 4.398672e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1670       0.9 3.615933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1671       0.9 3.119809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1672       0.9 2.862667e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1673       0.9 2.838736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1674       0.9 2.880185e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1675       0.9 2.844509e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1676       0.9 2.870363e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1677       0.9 2.804869e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1678       0.9 2.782211e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1679       0.9 2.867342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1680       0.9 2.863722e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1681       0.9 2.840662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1682       0.9 2.872815e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1683       0.9 2.908482e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1684       0.9 2.842016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1685       0.9 2.835778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1686       0.9 2.844233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1687       0.9 2.850333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1688       0.9 2.817825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1689       0.9 2.792926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1690       0.9 2.829734e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1691       0.9 2.846128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1692       0.9 2.822287e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1693       0.9 2.831077e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1694       0.9 2.834470e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1695       0.9 2.856799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1696       0.9 2.826883e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1697       0.9 2.837116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1698       0.9 2.860538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1699       0.9 2.836057e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1700       0.9 2.861873e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1701       0.9 2.879821e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1702       0.9 2.838963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1703       0.9 2.840325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1704       0.9 2.841811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1705       0.9 2.830685e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1706       0.9 2.865865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1707       0.9 2.830670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1708       0.9 2.847611e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1709       0.9 2.841736e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1710       0.9 2.858421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1711       0.9 2.882263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1712       0.9 2.870316e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1713       0.9 2.869300e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1714       0.9 2.874938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1715       0.9 2.851578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1716       0.9 2.861315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1717       0.9 2.861315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1718       0.9 2.776280e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1719       0.9 2.811981e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1720       0.9 2.788782e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1721       0.9 2.804169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1722       0.9 2.800459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1723       0.9 2.823902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1724       0.9 2.828323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1725       0.9 2.805738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1726       0.9 2.792987e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1727       0.9 2.803996e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1728       0.9 2.823226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1729       0.9 2.835662e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1730       0.9 2.866238e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1731       0.9 2.814188e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1732       0.9 2.779690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1733       0.9 2.808365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1734       0.9 2.800342e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1735       0.9 2.802786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1736       0.9 2.835176e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1737       0.9 2.867066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1738       0.9 2.820210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1739       0.9 2.806084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1740       0.9 2.832547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1741       0.9 2.845072e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1742       0.9 2.839319e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1743       0.9 2.794910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1744       0.9 2.805742e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1745       0.9 2.818844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1746       0.9 2.840392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1747       0.9 2.837995e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1748       0.9 2.829918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1749       0.9 2.820813e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1750       0.9 2.846935e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1751       0.9 2.797743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1752       0.9 2.807338e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1753       0.9 2.831713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1754       0.9 2.876766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1755       0.9 2.874568e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1756       0.9 2.857716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1757       0.9 2.830067e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1758       0.9 2.828809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1759       0.9 2.822020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1760       0.9 2.838101e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1761       0.9 2.838839e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1762       0.9 2.810658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1763       0.9 2.810955e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1764       0.9 2.806894e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1765       0.9 2.792108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1766       0.9 2.813328e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1767       0.9 2.834634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1768       0.9 2.834634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1769       0.9 1.303586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1770       0.9 1.303586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1771       0.9 1.503152e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1772       0.9 2.093840e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1773       0.9 3.026303e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1774       0.9 4.682088e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1775       0.9 2.810590e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1776       0.9 3.771694e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1777       0.9 5.352144e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1778       0.9 3.918749e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1779       0.9 1.868770e+01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1780       0.9 5.401720e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1781       0.9 2.069945e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1782       0.9 1.104833e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1783       0.9 6.948913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1784       0.9 8.493156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1785       0.9 6.633586e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1786       0.9 4.816343e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1787       0.9 3.744565e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1788       0.9 3.454853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1789       0.9 3.349321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1790       0.9 3.261199e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1791       0.9 3.072104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1792       0.9 3.067620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1793       0.9 3.103966e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1794       0.9 3.049543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1795       0.9 3.076683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1796       0.9 3.003613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1797       0.9 3.050766e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1798       0.9 3.062104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1799       0.9 3.014597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1800       0.9 2.955037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1801       0.9 2.925234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1802       0.9 2.998059e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1803       0.9 2.957245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1804       0.9 2.943524e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1805       0.9 2.961164e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1806       0.9 2.993132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1807       0.9 2.964921e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1808       0.9 2.945340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1809       0.9 2.983497e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1810       0.9 2.982027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1811       0.9 2.998156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1812       0.9 2.971597e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1813       0.9 2.987543e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1814       0.9 2.950740e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1815       0.9 2.961471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1816       0.9 2.967212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1817       0.9 2.973751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1818       0.9 2.957373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1819       0.9 2.994317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1820       0.9 3.002870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1821       0.9 3.002870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1822       0.9 2.886837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1823       0.9 2.901652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1824       0.9 2.917571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1825       0.9 2.968177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1826       0.9 2.955240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1827       0.9 2.946710e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1828       0.9 2.923103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1829       0.9 2.902332e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1830       0.9 2.992410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1831       0.9 2.865556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1832       0.9 2.921172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1833       0.9 2.930704e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1834       0.9 2.973428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1835       0.9 2.992836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1836       0.9 2.944367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1837       0.9 2.927369e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1838       0.9 2.953929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1839       0.9 3.001069e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1840       0.9 2.969398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1841       0.9 2.935033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1842       0.9 2.942151e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1843       0.9 2.914340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1844       0.9 2.910812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1845       0.9 2.971513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1846       0.9 2.935306e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1847       0.9 2.988117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1848       0.9 2.975967e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1849       0.9 2.938910e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1850       0.9 2.919950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1851       0.9 2.950110e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1852       0.9 2.959250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1853       0.9 2.975082e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1854       0.9 2.973812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1855       0.9 2.938552e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1856       0.9 2.916940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1857       0.9 2.933659e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1858       0.9 2.932927e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1859       0.9 2.915212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1860       0.9 2.917399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1861       0.9 2.945106e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1862       0.9 2.937519e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1863       0.9 2.956728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1864       0.9 2.957060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1865       0.9 2.924589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1866       0.9 2.930702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1867       0.9 2.965807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1868       0.9 2.927757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1869       0.9 2.976315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1870       0.9 2.957575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1871       0.9 2.948755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1872       0.9 2.948755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1873       0.9 3.136048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1874       0.9 3.136048e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1875       0.9 3.909074e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1876       0.9 3.602791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1877       0.9 3.057627e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1878       0.9 2.869998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1879       0.9 2.974511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1880       0.9 2.914379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1881       0.9 2.903804e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1882       0.9 2.941581e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1883       0.9 2.846651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1884       0.9 2.864095e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1885       0.9 2.837950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1886       0.9 2.847580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1887       0.9 2.857702e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1888       0.9 2.836190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1889       0.9 2.826153e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1890       0.9 2.793243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1891       0.9 2.795657e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1892       0.9 2.864949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1893       0.9 2.817505e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1894       0.9 2.807956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1895       0.9 2.837513e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1896       0.9 2.820719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1897       0.9 2.827972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1898       0.9 2.831877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1899       0.9 2.807521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1900       0.9 2.789601e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1901       0.9 2.837620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1902       0.9 2.828799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1903       0.9 2.848689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1904       0.9 2.855444e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1905       0.9 2.838933e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1906       0.9 2.851105e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1907       0.9 2.858052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1908       0.9 2.860171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1909       0.9 2.860664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1910       0.9 2.869746e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1911       0.9 2.826560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1912       0.9 2.877257e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1913       0.9 2.853191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1914       0.9 2.835321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1915       0.9 2.837090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1916       0.9 2.813645e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1917       0.9 2.857548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1918       0.9 2.875525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1919       0.9 2.872248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1920       0.9 2.856634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1921       0.9 2.861090e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1922       0.9 2.822143e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1923       0.9 2.830177e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1924       0.9 2.819376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1925       0.9 2.819376e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1926       0.9 2.789318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1927       0.9 2.784409e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1928       0.9 2.772594e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1929       0.9 2.826834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1930       0.9 2.810818e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1931       0.9 2.778083e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1932       0.9 2.833703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1933       0.9 2.810348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1934       0.9 2.785956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1935       0.9 2.786715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1936       0.9 2.744983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1937       0.9 2.783407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1938       0.9 2.782230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1939       0.9 2.772248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1940       0.9 2.785650e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1941       0.9 2.772358e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1942       0.9 2.799853e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1943       0.9 2.800877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1944       0.9 2.783622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1945       0.9 2.807315e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1946       0.9 2.783728e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1947       0.9 2.808032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1948       0.9 2.766268e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1949       0.9 2.764459e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1950       0.9 2.793329e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1951       0.9 2.807675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1952       0.9 2.808344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1953       0.9 2.809974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1954       0.9 2.788620e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1955       0.9 2.787449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1956       0.9 2.841760e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1957       0.9 2.802837e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1958       0.9 2.785844e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1959       0.9 2.826467e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1960       0.9 2.801094e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1961       0.9 2.797521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1962       0.9 2.802421e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1963       0.9 2.776806e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1964       0.9 2.810820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1965       0.9 2.807285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1966       0.9 2.815071e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1967       0.9 2.805924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1968       0.9 2.823988e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1969       0.9 2.833230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1970       0.9 2.802117e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1971       0.9 2.807892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1972       0.9 2.805428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1973       0.9 2.803845e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1974       0.9 2.823784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1975       0.9 2.830397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1976       0.9 2.830397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1977       0.9 3.863379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1978       0.9 3.863379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1979       0.9 3.284896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1980       0.9 3.090125e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1981       0.9 2.882696e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1982       0.9 2.799507e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1983       0.9 2.801116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1984       0.9 2.825636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1985       0.9 2.817220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1986       0.9 2.792518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1987       0.9 2.852683e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1988       0.9 2.757431e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1989       0.9 2.783157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1990       0.9 2.816136e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1991       0.9 2.798876e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1992       0.9 2.806479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1993       0.9 2.807643e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1994       0.9 2.789768e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1995       0.9 2.799772e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1996       0.9 2.826302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1997       0.9 2.826983e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1998       0.9 2.826131e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 1999       0.9 2.809422e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2000       0.9 2.824495e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2001       0.9 2.810963e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2002       0.9 2.806834e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2003       0.9 2.800001e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2004       0.9 2.816881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2005       0.9 2.807583e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2006       0.9 2.792692e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2007       0.9 2.756441e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2008       0.9 2.807694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2009       0.9 2.829381e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2010       0.9 2.828723e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2011       0.9 2.805932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2012       0.9 2.818170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2013       0.9 2.817838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2014       0.9 2.833229e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2015       0.9 2.835872e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2016       0.9 2.850689e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2017       0.9 2.865793e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2018       0.9 2.857940e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2019       0.9 2.821870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2020       0.9 2.840170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2021       0.9 2.844932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2022       0.9 2.826937e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2023       0.9 2.843622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2024       0.9 2.857141e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2025       0.9 2.859201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2026       0.9 2.836321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2027       0.9 2.824865e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2028       0.9 2.824720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2029       0.9 2.824720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2030       0.9 2.774972e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2031       0.9 2.792133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2032       0.9 2.775711e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2033       0.9 2.767924e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2034       0.9 2.763223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2035       0.9 2.755154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2036       0.9 2.810128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2037       0.9 2.788906e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2038       0.9 2.791133e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2039       0.9 2.783560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2040       0.9 2.809726e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2041       0.9 2.785569e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2042       0.9 2.818563e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2043       0.9 2.774080e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2044       0.9 2.781941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2045       0.9 2.753492e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2046       0.9 2.771690e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2047       0.9 2.759097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2048       0.9 2.744730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2049       0.9 2.801781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2050       0.9 2.784112e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2051       0.9 2.787179e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2052       0.9 2.772938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2053       0.9 2.786314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2054       0.9 2.805348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2055       0.9 2.789731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2056       0.9 2.788144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2057       0.9 2.795247e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2058       0.9 2.802031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2059       0.9 2.796918e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2060       0.9 2.766762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2061       0.9 2.740573e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2062       0.9 2.769278e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2063       0.9 2.768843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2064       0.9 2.804434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2065       0.9 2.791585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2066       0.9 2.809719e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2067       0.9 2.815344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2068       0.9 2.783150e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2069       0.9 2.806636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2070       0.9 2.806684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2071       0.9 2.829348e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2072       0.9 2.818632e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2073       0.9 2.801878e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2074       0.9 2.783292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2075       0.9 2.792178e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2076       0.9 2.824097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2077       0.9 2.812938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2078       0.9 2.822668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2079       0.9 2.805472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2080       0.9 2.805472e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2081       0.9 8.324047e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2082       0.9 8.324047e-02 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2083       0.9 5.513673e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2084       0.9 7.910309e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2085       0.9 7.791399e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2086       0.9 5.353658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2087       0.9 4.168160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2088       0.9 3.138243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2089       0.9 2.953525e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2090       0.9 2.845156e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2091       0.9 2.823250e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2092       0.9 2.848195e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2093       0.9 2.819899e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2094       0.9 2.835169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2095       0.9 2.837132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2096       0.9 2.822578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2097       0.9 2.783851e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2098       0.9 2.788556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2099       0.9 2.783743e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2100       0.9 2.805386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2101       0.9 2.842488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2102       0.9 2.827684e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2103       0.9 2.801350e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2104       0.9 2.790037e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2105       0.9 2.781169e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2106       0.9 2.771349e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2107       0.9 2.782230e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2108       0.9 2.773679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2109       0.9 2.792555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2110       0.9 2.825602e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2111       0.9 2.840479e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2112       0.9 2.819630e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2113       0.9 2.823877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2114       0.9 2.810317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2115       0.9 2.823171e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2116       0.9 2.843476e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2117       0.9 2.797693e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2118       0.9 2.801730e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2119       0.9 2.788859e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2120       0.9 2.810286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2121       0.9 2.805812e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2122       0.9 2.808830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2123       0.9 2.808688e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2124       0.9 2.815516e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2125       0.9 2.823810e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2126       0.9 2.823521e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2127       0.9 2.799210e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2128       0.9 2.829582e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2129       0.9 2.815392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2130       0.9 2.822377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2131       0.9 2.817541e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2132       0.9 2.827891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2133       0.9 2.827891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2134       0.9 2.754183e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2135       0.9 2.786201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2136       0.9 2.773733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2137       0.9 2.816664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2138       0.9 2.748829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2139       0.9 2.819510e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2140       0.9 2.771589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2141       0.9 2.790346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2142       0.9 2.815302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2143       0.9 2.809881e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2144       0.9 2.811585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2145       0.9 2.804279e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2146       0.9 2.785215e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2147       0.9 2.790310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2148       0.9 2.772045e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2149       0.9 2.781694e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2150       0.9 2.798875e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2151       0.9 2.808245e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2152       0.9 2.837488e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2153       0.9 2.804294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2154       0.9 2.789843e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2155       0.9 2.799128e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2156       0.9 2.808347e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2157       0.9 2.786913e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2158       0.9 2.785902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2159       0.9 2.810751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2160       0.9 2.787679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2161       0.9 2.798254e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2162       0.9 2.777729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2163       0.9 2.793576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2164       0.9 2.814731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2165       0.9 2.798354e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2166       0.9 2.797398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2167       0.9 2.793261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2168       0.9 2.806066e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2169       0.9 2.809644e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2170       0.9 2.799776e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2171       0.9 2.800009e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2172       0.9 2.800190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2173       0.9 2.826794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2174       0.9 2.810721e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2175       0.9 2.802791e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2176       0.9 2.805866e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2177       0.9 2.800546e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2178       0.9 2.813379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2179       0.9 2.814461e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2180       0.9 2.826100e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2181       0.9 2.844032e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2182       0.9 2.844450e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2183       0.9 2.814950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2184       0.9 2.814950e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2185       0.9 3.938752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2186       0.9 3.938752e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2187       0.9 3.527800e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2188       0.9 4.068052e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2189       0.9 3.861078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2190       0.9 4.255960e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2191       0.9 3.920833e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2192       0.9 4.336874e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2193       0.9 4.119590e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2194       0.9 4.336648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2195       0.9 4.092949e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2196       0.9 4.018835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2197       0.9 3.796754e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2198       0.9 3.997648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2199       0.9 4.106908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2200       0.9 4.109805e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2201       0.9 3.508104e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2202       0.9 3.342447e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2203       0.9 3.286049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2204       0.9 3.243307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2205       0.9 3.133093e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2206       0.9 3.009808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2207       0.9 2.930263e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2208       0.9 2.957965e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2209       0.9 2.965138e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2210       0.9 2.909580e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2211       0.9 2.874827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2212       0.9 2.950548e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2213       0.9 2.937680e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2214       0.9 2.907877e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2215       0.9 2.975639e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2216       0.9 2.875613e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2217       0.9 2.858785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2218       0.9 2.860982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2219       0.9 2.839633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2220       0.9 2.791283e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2221       0.9 2.928681e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2222       0.9 2.982796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2223       0.9 2.896013e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2224       0.9 2.928427e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2225       0.9 2.952124e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2226       0.9 2.887223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2227       0.9 2.934951e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2228       0.9 2.894460e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2229       0.9 2.889835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2230       0.9 2.906425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2231       0.9 2.883916e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2232       0.9 2.879281e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2233       0.9 2.871218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2234       0.9 2.903233e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2235       0.9 2.882132e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2236       0.9 2.884615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2237       0.9 2.884615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2238       0.9 2.802749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2239       0.9 2.842428e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2240       0.9 2.819870e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2241       0.9 2.835325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2242       0.9 2.808288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2243       0.9 2.834674e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2244       0.9 2.824029e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2245       0.9 2.825297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2246       0.9 2.879276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2247       0.9 2.845184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2248       0.9 2.814989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2249       0.9 2.841677e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2250       0.9 2.824666e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2251       0.9 2.824014e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2252       0.9 2.830555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2253       0.9 2.894902e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2254       0.9 2.859638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2255       0.9 2.818941e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2256       0.9 2.869923e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2257       0.9 2.844073e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2258       0.9 2.850904e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2259       0.9 2.824415e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2260       0.9 2.843321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2261       0.9 2.852231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2262       0.9 2.838731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2263       0.9 2.823556e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2264       0.9 2.831172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2265       0.9 2.841747e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2266       0.9 2.906248e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2267       0.9 2.838794e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2268       0.9 2.838755e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2269       0.9 2.860751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2270       0.9 2.845312e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2271       0.9 2.833028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2272       0.9 2.856640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2273       0.9 2.832187e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2274       0.9 2.874811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2275       0.9 2.845398e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2276       0.9 2.835562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2277       0.9 2.857550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2278       0.9 2.848039e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2279       0.9 2.852570e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2280       0.9 2.834407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2281       0.9 2.847301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2282       0.9 2.839816e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2283       0.9 2.848889e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2284       0.9 2.839135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2285       0.9 2.825938e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2286       0.9 2.862848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2287       0.9 2.861994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2288       0.9 2.861994e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2289       0.9 3.880234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2290       0.9 3.880234e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2291       0.9 8.033203e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2292       0.9 4.947078e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2293       0.9 4.756201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2294       0.9 3.494002e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2295       0.9 2.856751e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2296       0.9 2.861081e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2297       0.9 2.810929e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2298       0.9 2.839456e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2299       0.9 2.855886e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2300       0.9 2.851331e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2301       0.9 2.838053e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2302       0.9 2.845830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2303       0.9 2.822687e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2304       0.9 2.825778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2305       0.9 2.806614e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2306       0.9 2.878337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2307       0.9 2.860587e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2308       0.9 2.872198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2309       0.9 2.842809e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2310       0.9 2.860051e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2311       0.9 2.799340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2312       0.9 2.871783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2313       0.9 2.803658e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2314       0.9 2.822879e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2315       0.9 2.812231e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2316       0.9 2.818560e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2317       0.9 2.842769e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2318       0.9 2.845714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2319       0.9 2.863318e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2320       0.9 2.830289e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2321       0.9 2.901191e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2322       0.9 2.860012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2323       0.9 2.858731e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2324       0.9 2.845638e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2325       0.9 2.881738e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2326       0.9 2.866920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2327       0.9 2.837675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2328       0.9 2.836603e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2329       0.9 2.862346e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2330       0.9 2.865932e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2331       0.9 2.854305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2332       0.9 2.852322e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2333       0.9 2.834285e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2334       0.9 2.848841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2335       0.9 2.904120e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2336       0.9 2.845028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2337       0.9 2.868097e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2338       0.9 2.875392e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2339       0.9 2.890049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2340       0.9 2.866547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2341       0.9 2.866547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2342       0.9 2.785679e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2343       0.9 2.791351e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2344       0.9 2.800157e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2345       0.9 2.821897e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2346       0.9 2.827762e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2347       0.9 2.791425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2348       0.9 2.826615e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2349       0.9 2.829184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2350       0.9 2.762016e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2351       0.9 2.829915e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2352       0.9 2.811868e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2353       0.9 2.797400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2354       0.9 2.803383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2355       0.9 2.838808e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2356       0.9 2.765989e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2357       0.9 2.804829e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2358       0.9 2.812064e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2359       0.9 2.868325e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2360       0.9 2.838498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2361       0.9 2.788295e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2362       0.9 2.828781e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2363       0.9 2.808361e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2364       0.9 2.844224e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2365       0.9 2.825511e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2366       0.9 2.793778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2367       0.9 2.811642e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2368       0.9 2.785757e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2369       0.9 2.827926e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2370       0.9 2.801533e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2371       0.9 2.856775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2372       0.9 2.848779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2373       0.9 2.814089e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2374       0.9 2.789478e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2375       0.9 2.799276e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2376       0.9 2.831436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2377       0.9 2.839514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2378       0.9 2.816386e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2379       0.9 2.803592e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2380       0.9 2.810317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2381       0.9 2.835493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2382       0.9 2.833661e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2383       0.9 2.847753e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2384       0.9 2.800503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2385       0.9 2.804530e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2386       0.9 2.847011e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2387       0.9 2.857259e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2388       0.9 2.839934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2389       0.9 2.853523e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2390       0.9 2.826491e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2391       0.9 2.840975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2392       0.9 2.840975e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2393       0.9 4.319562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2394       0.9 4.319562e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2395       0.9 1.047176e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2396       0.9 1.235628e+00 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2397       0.9 7.647670e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2398       0.9 6.116703e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2399       0.9 5.764942e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2400       0.9 5.870498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2401       0.9 6.059292e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2402       0.9 5.796973e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2403       0.9 5.481367e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2404       0.9 5.798607e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2405       0.9 5.278015e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2406       0.9 5.082830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2407       0.9 5.944086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2408       0.9 5.455267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2409       0.9 5.723380e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2410       0.9 6.225483e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2411       0.9 5.857273e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2412       0.9 5.134778e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2413       0.9 5.794538e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2414       0.9 5.556735e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2415       0.9 6.079922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2416       0.9 6.354780e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2417       0.9 6.226379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2418       0.9 5.457218e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2419       0.9 6.356116e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2420       0.9 6.324675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2421       0.9 5.970896e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2422       0.9 5.503012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2423       0.9 6.280330e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2424       0.9 6.208622e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2425       0.9 6.110410e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2426       0.9 5.626836e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2427       0.9 5.540974e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2428       0.9 5.487612e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2429       0.9 4.768144e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2430       0.9 5.191985e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2431       0.9 5.215785e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2432       0.9 5.498056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2433       0.9 5.671675e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2434       0.9 5.611648e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2435       0.9 5.697060e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2436       0.9 5.365190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2437       0.9 5.364297e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2438       0.9 5.585382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2439       0.9 6.033190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2440       0.9 5.922462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2441       0.9 5.849383e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2442       0.9 5.883725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2443       0.9 5.699640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2444       0.9 5.521640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2445       0.9 5.521640e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2446       0.9 5.585998e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2447       0.9 5.665288e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2448       0.9 5.992382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2449       0.9 6.522404e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2450       0.9 5.787220e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2451       0.9 6.194652e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2452       0.9 5.800425e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2453       0.9 6.260436e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2454       0.9 5.591584e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2455       0.9 5.322920e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2456       0.9 5.593634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2457       0.9 5.933907e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2458       0.9 5.902192e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2459       0.9 6.622241e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2460       0.9 5.918555e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2461       0.9 5.466419e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2462       0.9 5.458299e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2463       0.9 5.570301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2464       0.9 5.172174e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2465       0.9 5.151340e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2466       0.9 4.862962e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2467       0.9 4.656909e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2468       0.9 4.869498e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2469       0.9 4.927017e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2470       0.9 4.868173e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2471       0.9 4.290265e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2472       0.9 3.913857e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2473       0.9 3.932249e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2474       0.9 3.842559e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2475       0.9 3.796503e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2476       0.9 3.706915e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2477       0.9 3.657407e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2478       0.9 3.522379e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2479       0.9 3.273033e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2480       0.9 3.218729e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2481       0.9 3.236761e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2482       0.9 3.137253e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2483       0.9 3.119326e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2484       0.9 3.085269e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2485       0.9 3.051471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2486       0.9 3.070360e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2487       0.9 2.984321e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2488       0.9 3.047284e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2489       0.9 3.054958e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2490       0.9 3.049353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2491       0.9 3.000317e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2492       0.9 3.095068e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2493       0.9 3.072848e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2494       0.9 3.095086e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2495       0.9 3.099956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2496       0.9 3.099956e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2497       0.9 3.344847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2498       0.9 3.344847e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2499       0.9 5.013198e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2500       0.9 4.106939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2501       0.9 3.214745e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2502       0.9 2.946365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2503       0.9 2.866405e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2504       0.9 2.801353e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2505       0.9 2.793200e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2506       0.9 2.807838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2507       0.9 2.826514e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2508       0.9 2.802323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2509       0.9 2.826786e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2510       0.9 2.839389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2511       0.9 2.801266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2512       0.9 2.834861e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2513       0.9 2.816616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2514       0.9 2.868056e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2515       0.9 2.851130e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2516       0.9 2.854846e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2517       0.9 2.857796e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2518       0.9 2.837544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2519       0.9 2.848214e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2520       0.9 2.855267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2521       0.9 2.859440e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2522       0.9 2.858154e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2523       0.9 2.839575e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2524       0.9 2.859971e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2525       0.9 2.841716e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2526       0.9 2.840518e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2527       0.9 2.847984e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2528       0.9 2.843578e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2529       0.9 2.868201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2530       0.9 2.837034e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2531       0.9 2.902365e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2532       0.9 2.904222e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2533       0.9 2.880397e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2534       0.9 2.856262e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2535       0.9 2.867733e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2536       0.9 2.854433e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2537       0.9 2.875103e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2538       0.9 2.858486e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2539       0.9 2.839172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2540       0.9 2.845664e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2541       0.9 2.862542e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2542       0.9 2.838294e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2543       0.9 2.886333e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2544       0.9 2.889455e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2545       0.9 2.890660e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2546       0.9 2.909377e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2547       0.9 2.849771e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2548       0.9 2.857172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2549       0.9 2.857172e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2550       0.9 2.798830e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2551       0.9 2.759892e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2552       0.9 2.785108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2553       0.9 2.844749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2554       0.9 2.816636e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2555       0.9 2.809982e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2556       0.9 2.787261e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2557       0.9 2.811732e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2558       0.9 2.791887e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2559       0.9 2.840146e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2560       0.9 2.844046e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2561       0.9 2.835646e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2562       0.9 2.840027e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2563       0.9 2.843633e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2564       0.9 2.838979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2565       0.9 2.827461e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2566       0.9 2.820979e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2567       0.9 2.847274e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2568       0.9 2.829355e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2569       0.9 2.832928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2570       0.9 2.788184e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2571       0.9 2.818593e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2572       0.9 2.803544e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2573       0.9 2.809310e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2574       0.9 2.868320e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2575       0.9 2.883835e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2576       0.9 2.819517e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2577       0.9 2.820784e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2578       0.9 2.850591e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2579       0.9 2.824908e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2580       0.9 2.831313e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2581       0.9 2.819223e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2582       0.9 2.860126e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2583       0.9 2.824668e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2584       0.9 2.821206e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2585       0.9 2.843475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2586       0.9 2.848572e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2587       0.9 2.816576e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2588       0.9 2.820651e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2589       0.9 2.802337e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2590       0.9 2.842267e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2591       0.9 2.864442e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2592       0.9 2.864720e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2593       0.9 2.831914e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2594       0.9 2.857119e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2595       0.9 2.877446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2596       0.9 2.852471e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2597       0.9 2.843783e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2598       0.9 2.868168e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2599       0.9 2.854871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2600       0.9 2.854871e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2601       0.9 2.897686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2602       0.9 2.897686e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2603       0.9 3.023807e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2604       0.9 3.075820e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2605       0.9 2.906585e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2606       0.9 2.847155e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2607       0.9 2.801135e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2608       0.9 2.815799e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2609       0.9 2.827475e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2610       0.9 2.825838e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2611       0.9 2.869160e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2612       0.9 2.835429e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2613       0.9 2.838190e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2614       0.9 2.871936e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2615       0.9 2.861713e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2616       0.9 2.808634e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2617       0.9 2.797368e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2618       0.9 2.838934e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2619       0.9 2.840595e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2620       0.9 2.840526e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2621       0.9 2.881111e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2622       0.9 2.898212e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2623       0.9 2.878028e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2624       0.9 2.838849e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2625       0.9 2.862382e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2626       0.9 2.831462e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2627       0.9 2.852314e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2628       0.9 2.845296e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2629       0.9 2.845775e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2630       0.9 2.846828e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2631       0.9 2.847446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2632       0.9 2.867302e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2633       0.9 2.811842e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2634       0.9 2.831373e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2635       0.9 2.846301e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2636       0.9 2.874779e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2637       0.9 2.861434e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2638       0.9 2.860145e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2639       0.9 2.874465e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2640       0.9 2.876286e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2641       0.9 2.855242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2642       0.9 2.867550e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2643       0.9 2.877547e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2644       0.9 2.863827e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2645       0.9 2.837020e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2646       0.9 2.858922e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2647       0.9 2.875589e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2648       0.9 2.841323e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2649       0.9 2.887012e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2650       0.9 2.876928e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2651       0.9 2.878235e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2652       0.9 2.891031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2653       0.9 2.891031e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2654       0.9 2.821266e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2655       0.9 2.836825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2656       0.9 2.805305e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2657       0.9 2.814216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2658       0.9 2.800344e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2659       0.9 2.827201e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2660       0.9 2.861571e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2661       0.9 2.780387e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2662       0.9 2.801502e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2663       0.9 2.832939e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2664       0.9 2.838825e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2665       0.9 2.828795e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2666       0.9 2.809811e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2667       0.9 2.814170e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2668       0.9 2.835242e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2669       0.9 2.838714e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2670       0.9 2.815891e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2671       0.9 2.829030e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2672       0.9 2.832400e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2673       0.9 2.817493e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2674       0.9 2.826049e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2675       0.9 2.854232e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2676       0.9 2.863114e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2677       0.9 2.861774e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2678       0.9 2.842715e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2679       0.9 2.856084e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2680       0.9 2.845217e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2681       0.9 2.833725e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2682       0.9 2.858108e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2683       0.9 2.819749e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2684       0.9 2.818529e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2685       0.9 2.829895e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2686       0.9 2.835243e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2687       0.9 2.822389e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2688       0.9 2.847075e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2689       0.9 2.883226e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2690       0.9 2.881216e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2691       0.9 2.886417e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2692       0.9 2.859561e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2693       0.9 2.884446e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2694       0.9 2.842841e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2695       0.9 2.866307e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2696       0.9 2.876449e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2697       0.9 2.861023e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2698       0.9 2.849539e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2699       0.9 2.850240e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2700       0.9 2.856118e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2701       0.9 2.864616e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
## 2702       0.9 2.849272e-01 0.01215073 0.9810086 -37.23481 229.4094 1183.3
##             g_F sigma_epsilon G_w_y_scaling          msg iter_num
## 1     0.1162005      109.1121         0.162        start        3
## 2     0.1162005      109.1121         0.162  first_trace        3
## 3     0.1162005      109.1121         0.162  first_trace        3
## 4     0.1162005      109.1121         0.162  first_trace        3
## 5     0.1162005      109.1121         0.162  first_trace        3
## 6     0.1162005      109.1121         0.162  first_trace        3
## 7     0.1162005      109.1121         0.162  first_trace        3
## 8     0.1162005      109.1121         0.162  first_trace        3
## 9     0.1162005      109.1121         0.162  first_trace        3
## 10    0.1162005      109.1121         0.162  first_trace        3
## 11    0.1162005      109.1121         0.162  first_trace        3
## 12    0.1162005      109.1121         0.162  first_trace        3
## 13    0.1162005      109.1121         0.162  first_trace        3
## 14    0.1162005      109.1121         0.162  first_trace        3
## 15    0.1162005      109.1121         0.162  first_trace        3
## 16    0.1162005      109.1121         0.162  first_trace        3
## 17    0.1162005      109.1121         0.162  first_trace        3
## 18    0.1162005      109.1121         0.162  first_trace        3
## 19    0.1162005      109.1121         0.162  first_trace        3
## 20    0.1162005      109.1121         0.162  first_trace        3
## 21    0.1162005      109.1121         0.162  first_trace        3
## 22    0.1162005      109.1121         0.162  first_trace        3
## 23    0.1162005      109.1121         0.162  first_trace        3
## 24    0.1162005      109.1121         0.162  first_trace        3
## 25    0.1162005      109.1121         0.162  first_trace        3
## 26    0.1162005      109.1121         0.162  first_trace        3
## 27    0.1162005      109.1121         0.162  first_trace        3
## 28    0.1162005      109.1121         0.162  first_trace        3
## 29    0.1162005      109.1121         0.162  first_trace        3
## 30    0.1162005      109.1121         0.162  first_trace        3
## 31    0.1162005      109.1121         0.162  first_trace        3
## 32    0.1162005      109.1121         0.162  first_trace        3
## 33    0.1162005      109.1121         0.162  first_trace        3
## 34    0.1162005      109.1121         0.162  first_trace        3
## 35    0.1162005      109.1121         0.162  first_trace        3
## 36    0.1162005      109.1121         0.162  first_trace        3
## 37    0.1162005      109.1121         0.162  first_trace        3
## 38    0.1162005      109.1121         0.162  first_trace        3
## 39    0.1162005      109.1121         0.162  first_trace        3
## 40    0.1162005      109.1121         0.162  first_trace        3
## 41    0.1162005      109.1121         0.162  first_trace        3
## 42    0.1162005      109.1121         0.162  first_trace        3
## 43    0.1162005      109.1121         0.162  first_trace        3
## 44    0.1162005      109.1121         0.162  first_trace        3
## 45    0.1162005      109.1121         0.162  first_trace        3
## 46    0.1162005      109.1121         0.162  first_trace        3
## 47    0.1162005      109.1121         0.162  first_trace        3
## 48    0.1162005      109.1121         0.162  first_trace        3
## 49    0.1162005      109.1121         0.162  first_trace        3
## 50    0.1162005      109.1121         0.162  first_trace        3
## 51    0.1162005      109.1121         0.162  first_trace        3
## 52    0.1162005      109.1121         0.162  first_trace        3
## 53    0.1162005      109.1121         0.162 second_trace        3
## 54    0.1162005      109.1121         0.162 second_trace        3
## 55    0.1162005      109.1121         0.162 second_trace        3
## 56    0.1162005      109.1121         0.162 second_trace        3
## 57    0.1162005      109.1121         0.162 second_trace        3
## 58    0.1162005      109.1121         0.162 second_trace        3
## 59    0.1162005      109.1121         0.162 second_trace        3
## 60    0.1162005      109.1121         0.162 second_trace        3
## 61    0.1162005      109.1121         0.162 second_trace        3
## 62    0.1162005      109.1121         0.162 second_trace        3
## 63    0.1162005      109.1121         0.162 second_trace        3
## 64    0.1162005      109.1121         0.162 second_trace        3
## 65    0.1162005      109.1121         0.162 second_trace        3
## 66    0.1162005      109.1121         0.162 second_trace        3
## 67    0.1162005      109.1121         0.162 second_trace        3
## 68    0.1162005      109.1121         0.162 second_trace        3
## 69    0.1162005      109.1121         0.162 second_trace        3
## 70    0.1162005      109.1121         0.162 second_trace        3
## 71    0.1162005      109.1121         0.162 second_trace        3
## 72    0.1162005      109.1121         0.162 second_trace        3
## 73    0.1162005      109.1121         0.162 second_trace        3
## 74    0.1162005      109.1121         0.162 second_trace        3
## 75    0.1162005      109.1121         0.162 second_trace        3
## 76    0.1162005      109.1121         0.162 second_trace        3
## 77    0.1162005      109.1121         0.162 second_trace        3
## 78    0.1162005      109.1121         0.162 second_trace        3
## 79    0.1162005      109.1121         0.162 second_trace        3
## 80    0.1162005      109.1121         0.162 second_trace        3
## 81    0.1162005      109.1121         0.162 second_trace        3
## 82    0.1162005      109.1121         0.162 second_trace        3
## 83    0.1162005      109.1121         0.162 second_trace        3
## 84    0.1162005      109.1121         0.162 second_trace        3
## 85    0.1162005      109.1121         0.162 second_trace        3
## 86    0.1162005      109.1121         0.162 second_trace        3
## 87    0.1162005      109.1121         0.162 second_trace        3
## 88    0.1162005      109.1121         0.162 second_trace        3
## 89    0.1162005      109.1121         0.162 second_trace        3
## 90    0.1162005      109.1121         0.162 second_trace        3
## 91    0.1162005      109.1121         0.162 second_trace        3
## 92    0.1162005      109.1121         0.162 second_trace        3
## 93    0.1162005      109.1121         0.162 second_trace        3
## 94    0.1162005      109.1121         0.162 second_trace        3
## 95    0.1162005      109.1121         0.162 second_trace        3
## 96    0.1162005      109.1121         0.162 second_trace        3
## 97    0.1162005      109.1121         0.162 second_trace        3
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## 727   0.1162005      109.1121         0.162 second_trace        3
## 728   0.1162005      109.1121         0.162         mif1        3
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## 781   0.1162005      109.1121         0.162 second_trace        3
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## 802   0.1162005      109.1121         0.162 second_trace        3
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## 807   0.1162005      109.1121         0.162 second_trace        3
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## 810   0.1162005      109.1121         0.162 second_trace        3
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## 812   0.1162005      109.1121         0.162 second_trace        3
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## 817   0.1162005      109.1121         0.162 second_trace        3
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## 820   0.1162005      109.1121         0.162 second_trace        3
## 821   0.1162005      109.1121         0.162 second_trace        3
## 822   0.1162005      109.1121         0.162 second_trace        3
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## 824   0.1162005      109.1121         0.162 second_trace        3
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## 828   0.1162005      109.1121         0.162 second_trace        3
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## 830   0.1162005      109.1121         0.162 second_trace        3
## 831   0.1162005      109.1121         0.162 second_trace        3
## 832   0.1162005      109.1121         0.162         mif1        3
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## 834   0.1162005      109.1121         0.162  first_trace        3
## 835   0.1162005      109.1121         0.162  first_trace        3
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## 850   0.1162005      109.1121         0.162  first_trace        3
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## 853   0.1162005      109.1121         0.162  first_trace        3
## 854   0.1162005      109.1121         0.162  first_trace        3
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## 884   0.1162005      109.1121         0.162  first_trace        3
## 885   0.1162005      109.1121         0.162 second_trace        3
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## 936   0.1162005      109.1121         0.162         mif1        3
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## 1039  0.1162005      109.1121         0.162 second_trace        3
## 1040  0.1162005      109.1121         0.162         mif1        3
## 1041  0.1162005      109.1121         0.162        start        3
## 1042  0.1162005      109.1121         0.162  first_trace        3
## 1043  0.1162005      109.1121         0.162  first_trace        3
## 1044  0.1162005      109.1121         0.162  first_trace        3
## 1045  0.1162005      109.1121         0.162  first_trace        3
## 1046  0.1162005      109.1121         0.162  first_trace        3
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## 1080  0.1162005      109.1121         0.162  first_trace        3
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## 1082  0.1162005      109.1121         0.162  first_trace        3
## 1083  0.1162005      109.1121         0.162  first_trace        3
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## 1088  0.1162005      109.1121         0.162  first_trace        3
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## 1090  0.1162005      109.1121         0.162  first_trace        3
## 1091  0.1162005      109.1121         0.162  first_trace        3
## 1092  0.1162005      109.1121         0.162  first_trace        3
## 1093  0.1162005      109.1121         0.162 second_trace        3
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## 1114  0.1162005      109.1121         0.162 second_trace        3
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## 1116  0.1162005      109.1121         0.162 second_trace        3
## 1117  0.1162005      109.1121         0.162 second_trace        3
## 1118  0.1162005      109.1121         0.162 second_trace        3
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## 1124  0.1162005      109.1121         0.162 second_trace        3
## 1125  0.1162005      109.1121         0.162 second_trace        3
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## 1127  0.1162005      109.1121         0.162 second_trace        3
## 1128  0.1162005      109.1121         0.162 second_trace        3
## 1129  0.1162005      109.1121         0.162 second_trace        3
## 1130  0.1162005      109.1121         0.162 second_trace        3
## 1131  0.1162005      109.1121         0.162 second_trace        3
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## 1138  0.1162005      109.1121         0.162 second_trace        3
## 1139  0.1162005      109.1121         0.162 second_trace        3
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## 1143  0.1162005      109.1121         0.162 second_trace        3
## 1144  0.1162005      109.1121         0.162         mif1        3
## 1145  0.1162005      109.1121         0.162        start        3
## 1146  0.1162005      109.1121         0.162  first_trace        3
## 1147  0.1162005      109.1121         0.162  first_trace        3
## 1148  0.1162005      109.1121         0.162  first_trace        3
## 1149  0.1162005      109.1121         0.162  first_trace        3
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## 1153  0.1162005      109.1121         0.162  first_trace        3
## 1154  0.1162005      109.1121         0.162  first_trace        3
## 1155  0.1162005      109.1121         0.162  first_trace        3
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## 1157  0.1162005      109.1121         0.162  first_trace        3
## 1158  0.1162005      109.1121         0.162  first_trace        3
## 1159  0.1162005      109.1121         0.162  first_trace        3
## 1160  0.1162005      109.1121         0.162  first_trace        3
## 1161  0.1162005      109.1121         0.162  first_trace        3
## 1162  0.1162005      109.1121         0.162  first_trace        3
## 1163  0.1162005      109.1121         0.162  first_trace        3
## 1164  0.1162005      109.1121         0.162  first_trace        3
## 1165  0.1162005      109.1121         0.162  first_trace        3
## 1166  0.1162005      109.1121         0.162  first_trace        3
## 1167  0.1162005      109.1121         0.162  first_trace        3
## 1168  0.1162005      109.1121         0.162  first_trace        3
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## 1171  0.1162005      109.1121         0.162  first_trace        3
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## 1181  0.1162005      109.1121         0.162  first_trace        3
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## 1184  0.1162005      109.1121         0.162  first_trace        3
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## 1187  0.1162005      109.1121         0.162  first_trace        3
## 1188  0.1162005      109.1121         0.162  first_trace        3
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## 1191  0.1162005      109.1121         0.162  first_trace        3
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## 1193  0.1162005      109.1121         0.162  first_trace        3
## 1194  0.1162005      109.1121         0.162  first_trace        3
## 1195  0.1162005      109.1121         0.162  first_trace        3
## 1196  0.1162005      109.1121         0.162  first_trace        3
## 1197  0.1162005      109.1121         0.162 second_trace        3
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## 1226  0.1162005      109.1121         0.162 second_trace        3
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## 1230  0.1162005      109.1121         0.162 second_trace        3
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## 1247  0.1162005      109.1121         0.162 second_trace        3
## 1248  0.1162005      109.1121         0.162         mif1        3
## 1249  0.1162005      109.1121         0.162        start        3
## 1250  0.1162005      109.1121         0.162  first_trace        3
## 1251  0.1162005      109.1121         0.162  first_trace        3
## 1252  0.1162005      109.1121         0.162  first_trace        3
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## 1351  0.1162005      109.1121         0.162 second_trace        3
## 1352  0.1162005      109.1121         0.162         mif1        3
## 1353  0.1162005      109.1121         0.162        start        3
## 1354  0.1162005      109.1121         0.162  first_trace        3
## 1355  0.1162005      109.1121         0.162  first_trace        3
## 1356  0.1162005      109.1121         0.162  first_trace        3
## 1357  0.1162005      109.1121         0.162  first_trace        3
## 1358  0.1162005      109.1121         0.162  first_trace        3
## 1359  0.1162005      109.1121         0.162  first_trace        3
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## 1361  0.1162005      109.1121         0.162  first_trace        3
## 1362  0.1162005      109.1121         0.162  first_trace        3
## 1363  0.1162005      109.1121         0.162  first_trace        3
## 1364  0.1162005      109.1121         0.162  first_trace        3
## 1365  0.1162005      109.1121         0.162  first_trace        3
## 1366  0.1162005      109.1121         0.162  first_trace        3
## 1367  0.1162005      109.1121         0.162  first_trace        3
## 1368  0.1162005      109.1121         0.162  first_trace        3
## 1369  0.1162005      109.1121         0.162  first_trace        3
## 1370  0.1162005      109.1121         0.162  first_trace        3
## 1371  0.1162005      109.1121         0.162  first_trace        3
## 1372  0.1162005      109.1121         0.162  first_trace        3
## 1373  0.1162005      109.1121         0.162  first_trace        3
## 1374  0.1162005      109.1121         0.162  first_trace        3
## 1375  0.1162005      109.1121         0.162  first_trace        3
## 1376  0.1162005      109.1121         0.162  first_trace        3
## 1377  0.1162005      109.1121         0.162  first_trace        3
## 1378  0.1162005      109.1121         0.162  first_trace        3
## 1379  0.1162005      109.1121         0.162  first_trace        3
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## 1383  0.1162005      109.1121         0.162  first_trace        3
## 1384  0.1162005      109.1121         0.162  first_trace        3
## 1385  0.1162005      109.1121         0.162  first_trace        3
## 1386  0.1162005      109.1121         0.162  first_trace        3
## 1387  0.1162005      109.1121         0.162  first_trace        3
## 1388  0.1162005      109.1121         0.162  first_trace        3
## 1389  0.1162005      109.1121         0.162  first_trace        3
## 1390  0.1162005      109.1121         0.162  first_trace        3
## 1391  0.1162005      109.1121         0.162  first_trace        3
## 1392  0.1162005      109.1121         0.162  first_trace        3
## 1393  0.1162005      109.1121         0.162  first_trace        3
## 1394  0.1162005      109.1121         0.162  first_trace        3
## 1395  0.1162005      109.1121         0.162  first_trace        3
## 1396  0.1162005      109.1121         0.162  first_trace        3
## 1397  0.1162005      109.1121         0.162  first_trace        3
## 1398  0.1162005      109.1121         0.162  first_trace        3
## 1399  0.1162005      109.1121         0.162  first_trace        3
## 1400  0.1162005      109.1121         0.162  first_trace        3
## 1401  0.1162005      109.1121         0.162  first_trace        3
## 1402  0.1162005      109.1121         0.162  first_trace        3
## 1403  0.1162005      109.1121         0.162  first_trace        3
## 1404  0.1162005      109.1121         0.162  first_trace        3
## 1405  0.1162005      109.1121         0.162 second_trace        3
## 1406  0.1162005      109.1121         0.162 second_trace        3
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## 1447  0.1162005      109.1121         0.162 second_trace        3
## 1448  0.1162005      109.1121         0.162 second_trace        3
## 1449  0.1162005      109.1121         0.162 second_trace        3
## 1450  0.1162005      109.1121         0.162 second_trace        3
## 1451  0.1162005      109.1121         0.162 second_trace        3
## 1452  0.1162005      109.1121         0.162 second_trace        3
## 1453  0.1162005      109.1121         0.162 second_trace        3
## 1454  0.1162005      109.1121         0.162 second_trace        3
## 1455  0.1162005      109.1121         0.162 second_trace        3
## 1456  0.1162005      109.1121         0.162         mif1        3
## 1457  0.1162005      109.1121         0.162        start        3
## 1458  0.1162005      109.1121         0.162  first_trace        3
## 1459  0.1162005      109.1121         0.162  first_trace        3
## 1460  0.1162005      109.1121         0.162  first_trace        3
## 1461  0.1162005      109.1121         0.162  first_trace        3
## 1462  0.1162005      109.1121         0.162  first_trace        3
## 1463  0.1162005      109.1121         0.162  first_trace        3
## 1464  0.1162005      109.1121         0.162  first_trace        3
## 1465  0.1162005      109.1121         0.162  first_trace        3
## 1466  0.1162005      109.1121         0.162  first_trace        3
## 1467  0.1162005      109.1121         0.162  first_trace        3
## 1468  0.1162005      109.1121         0.162  first_trace        3
## 1469  0.1162005      109.1121         0.162  first_trace        3
## 1470  0.1162005      109.1121         0.162  first_trace        3
## 1471  0.1162005      109.1121         0.162  first_trace        3
## 1472  0.1162005      109.1121         0.162  first_trace        3
## 1473  0.1162005      109.1121         0.162  first_trace        3
## 1474  0.1162005      109.1121         0.162  first_trace        3
## 1475  0.1162005      109.1121         0.162  first_trace        3
## 1476  0.1162005      109.1121         0.162  first_trace        3
## 1477  0.1162005      109.1121         0.162  first_trace        3
## 1478  0.1162005      109.1121         0.162  first_trace        3
## 1479  0.1162005      109.1121         0.162  first_trace        3
## 1480  0.1162005      109.1121         0.162  first_trace        3
## 1481  0.1162005      109.1121         0.162  first_trace        3
## 1482  0.1162005      109.1121         0.162  first_trace        3
## 1483  0.1162005      109.1121         0.162  first_trace        3
## 1484  0.1162005      109.1121         0.162  first_trace        3
## 1485  0.1162005      109.1121         0.162  first_trace        3
## 1486  0.1162005      109.1121         0.162  first_trace        3
## 1487  0.1162005      109.1121         0.162  first_trace        3
## 1488  0.1162005      109.1121         0.162  first_trace        3
## 1489  0.1162005      109.1121         0.162  first_trace        3
## 1490  0.1162005      109.1121         0.162  first_trace        3
## 1491  0.1162005      109.1121         0.162  first_trace        3
## 1492  0.1162005      109.1121         0.162  first_trace        3
## 1493  0.1162005      109.1121         0.162  first_trace        3
## 1494  0.1162005      109.1121         0.162  first_trace        3
## 1495  0.1162005      109.1121         0.162  first_trace        3
## 1496  0.1162005      109.1121         0.162  first_trace        3
## 1497  0.1162005      109.1121         0.162  first_trace        3
## 1498  0.1162005      109.1121         0.162  first_trace        3
## 1499  0.1162005      109.1121         0.162  first_trace        3
## 1500  0.1162005      109.1121         0.162  first_trace        3
## 1501  0.1162005      109.1121         0.162  first_trace        3
## 1502  0.1162005      109.1121         0.162  first_trace        3
## 1503  0.1162005      109.1121         0.162  first_trace        3
## 1504  0.1162005      109.1121         0.162  first_trace        3
## 1505  0.1162005      109.1121         0.162  first_trace        3
## 1506  0.1162005      109.1121         0.162  first_trace        3
## 1507  0.1162005      109.1121         0.162  first_trace        3
## 1508  0.1162005      109.1121         0.162  first_trace        3
## 1509  0.1162005      109.1121         0.162 second_trace        3
## 1510  0.1162005      109.1121         0.162 second_trace        3
## 1511  0.1162005      109.1121         0.162 second_trace        3
## 1512  0.1162005      109.1121         0.162 second_trace        3
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## 1520  0.1162005      109.1121         0.162 second_trace        3
## 1521  0.1162005      109.1121         0.162 second_trace        3
## 1522  0.1162005      109.1121         0.162 second_trace        3
## 1523  0.1162005      109.1121         0.162 second_trace        3
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## 1525  0.1162005      109.1121         0.162 second_trace        3
## 1526  0.1162005      109.1121         0.162 second_trace        3
## 1527  0.1162005      109.1121         0.162 second_trace        3
## 1528  0.1162005      109.1121         0.162 second_trace        3
## 1529  0.1162005      109.1121         0.162 second_trace        3
## 1530  0.1162005      109.1121         0.162 second_trace        3
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## 1539  0.1162005      109.1121         0.162 second_trace        3
## 1540  0.1162005      109.1121         0.162 second_trace        3
## 1541  0.1162005      109.1121         0.162 second_trace        3
## 1542  0.1162005      109.1121         0.162 second_trace        3
## 1543  0.1162005      109.1121         0.162 second_trace        3
## 1544  0.1162005      109.1121         0.162 second_trace        3
## 1545  0.1162005      109.1121         0.162 second_trace        3
## 1546  0.1162005      109.1121         0.162 second_trace        3
## 1547  0.1162005      109.1121         0.162 second_trace        3
## 1548  0.1162005      109.1121         0.162 second_trace        3
## 1549  0.1162005      109.1121         0.162 second_trace        3
## 1550  0.1162005      109.1121         0.162 second_trace        3
## 1551  0.1162005      109.1121         0.162 second_trace        3
## 1552  0.1162005      109.1121         0.162 second_trace        3
## 1553  0.1162005      109.1121         0.162 second_trace        3
## 1554  0.1162005      109.1121         0.162 second_trace        3
## 1555  0.1162005      109.1121         0.162 second_trace        3
## 1556  0.1162005      109.1121         0.162 second_trace        3
## 1557  0.1162005      109.1121         0.162 second_trace        3
## 1558  0.1162005      109.1121         0.162 second_trace        3
## 1559  0.1162005      109.1121         0.162 second_trace        3
## 1560  0.1162005      109.1121         0.162         mif1        3
## 1561  0.1162005      109.1121         0.162        start        3
## 1562  0.1162005      109.1121         0.162  first_trace        3
## 1563  0.1162005      109.1121         0.162  first_trace        3
## 1564  0.1162005      109.1121         0.162  first_trace        3
## 1565  0.1162005      109.1121         0.162  first_trace        3
## 1566  0.1162005      109.1121         0.162  first_trace        3
## 1567  0.1162005      109.1121         0.162  first_trace        3
## 1568  0.1162005      109.1121         0.162  first_trace        3
## 1569  0.1162005      109.1121         0.162  first_trace        3
## 1570  0.1162005      109.1121         0.162  first_trace        3
## 1571  0.1162005      109.1121         0.162  first_trace        3
## 1572  0.1162005      109.1121         0.162  first_trace        3
## 1573  0.1162005      109.1121         0.162  first_trace        3
## 1574  0.1162005      109.1121         0.162  first_trace        3
## 1575  0.1162005      109.1121         0.162  first_trace        3
## 1576  0.1162005      109.1121         0.162  first_trace        3
## 1577  0.1162005      109.1121         0.162  first_trace        3
## 1578  0.1162005      109.1121         0.162  first_trace        3
## 1579  0.1162005      109.1121         0.162  first_trace        3
## 1580  0.1162005      109.1121         0.162  first_trace        3
## 1581  0.1162005      109.1121         0.162  first_trace        3
## 1582  0.1162005      109.1121         0.162  first_trace        3
## 1583  0.1162005      109.1121         0.162  first_trace        3
## 1584  0.1162005      109.1121         0.162  first_trace        3
## 1585  0.1162005      109.1121         0.162  first_trace        3
## 1586  0.1162005      109.1121         0.162  first_trace        3
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## 1588  0.1162005      109.1121         0.162  first_trace        3
## 1589  0.1162005      109.1121         0.162  first_trace        3
## 1590  0.1162005      109.1121         0.162  first_trace        3
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## 1599  0.1162005      109.1121         0.162  first_trace        3
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## 1604  0.1162005      109.1121         0.162  first_trace        3
## 1605  0.1162005      109.1121         0.162  first_trace        3
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## 1607  0.1162005      109.1121         0.162  first_trace        3
## 1608  0.1162005      109.1121         0.162  first_trace        3
## 1609  0.1162005      109.1121         0.162  first_trace        3
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## 1613  0.1162005      109.1121         0.162 second_trace        3
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## 1659  0.1162005      109.1121         0.162 second_trace        3
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## 1663  0.1162005      109.1121         0.162 second_trace        3
## 1664  0.1162005      109.1121         0.162         mif1        3
## 1665  0.1162005      109.1121         0.162        start        3
## 1666  0.1162005      109.1121         0.162  first_trace        3
## 1667  0.1162005      109.1121         0.162  first_trace        3
## 1668  0.1162005      109.1121         0.162  first_trace        3
## 1669  0.1162005      109.1121         0.162  first_trace        3
## 1670  0.1162005      109.1121         0.162  first_trace        3
## 1671  0.1162005      109.1121         0.162  first_trace        3
## 1672  0.1162005      109.1121         0.162  first_trace        3
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## 1675  0.1162005      109.1121         0.162  first_trace        3
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## 1677  0.1162005      109.1121         0.162  first_trace        3
## 1678  0.1162005      109.1121         0.162  first_trace        3
## 1679  0.1162005      109.1121         0.162  first_trace        3
## 1680  0.1162005      109.1121         0.162  first_trace        3
## 1681  0.1162005      109.1121         0.162  first_trace        3
## 1682  0.1162005      109.1121         0.162  first_trace        3
## 1683  0.1162005      109.1121         0.162  first_trace        3
## 1684  0.1162005      109.1121         0.162  first_trace        3
## 1685  0.1162005      109.1121         0.162  first_trace        3
## 1686  0.1162005      109.1121         0.162  first_trace        3
## 1687  0.1162005      109.1121         0.162  first_trace        3
## 1688  0.1162005      109.1121         0.162  first_trace        3
## 1689  0.1162005      109.1121         0.162  first_trace        3
## 1690  0.1162005      109.1121         0.162  first_trace        3
## 1691  0.1162005      109.1121         0.162  first_trace        3
## 1692  0.1162005      109.1121         0.162  first_trace        3
## 1693  0.1162005      109.1121         0.162  first_trace        3
## 1694  0.1162005      109.1121         0.162  first_trace        3
## 1695  0.1162005      109.1121         0.162  first_trace        3
## 1696  0.1162005      109.1121         0.162  first_trace        3
## 1697  0.1162005      109.1121         0.162  first_trace        3
## 1698  0.1162005      109.1121         0.162  first_trace        3
## 1699  0.1162005      109.1121         0.162  first_trace        3
## 1700  0.1162005      109.1121         0.162  first_trace        3
## 1701  0.1162005      109.1121         0.162  first_trace        3
## 1702  0.1162005      109.1121         0.162  first_trace        3
## 1703  0.1162005      109.1121         0.162  first_trace        3
## 1704  0.1162005      109.1121         0.162  first_trace        3
## 1705  0.1162005      109.1121         0.162  first_trace        3
## 1706  0.1162005      109.1121         0.162  first_trace        3
## 1707  0.1162005      109.1121         0.162  first_trace        3
## 1708  0.1162005      109.1121         0.162  first_trace        3
## 1709  0.1162005      109.1121         0.162  first_trace        3
## 1710  0.1162005      109.1121         0.162  first_trace        3
## 1711  0.1162005      109.1121         0.162  first_trace        3
## 1712  0.1162005      109.1121         0.162  first_trace        3
## 1713  0.1162005      109.1121         0.162  first_trace        3
## 1714  0.1162005      109.1121         0.162  first_trace        3
## 1715  0.1162005      109.1121         0.162  first_trace        3
## 1716  0.1162005      109.1121         0.162  first_trace        3
## 1717  0.1162005      109.1121         0.162 second_trace        3
## 1718  0.1162005      109.1121         0.162 second_trace        3
## 1719  0.1162005      109.1121         0.162 second_trace        3
## 1720  0.1162005      109.1121         0.162 second_trace        3
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## 1730  0.1162005      109.1121         0.162 second_trace        3
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## 1745  0.1162005      109.1121         0.162 second_trace        3
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## 1750  0.1162005      109.1121         0.162 second_trace        3
## 1751  0.1162005      109.1121         0.162 second_trace        3
## 1752  0.1162005      109.1121         0.162 second_trace        3
## 1753  0.1162005      109.1121         0.162 second_trace        3
## 1754  0.1162005      109.1121         0.162 second_trace        3
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## 1756  0.1162005      109.1121         0.162 second_trace        3
## 1757  0.1162005      109.1121         0.162 second_trace        3
## 1758  0.1162005      109.1121         0.162 second_trace        3
## 1759  0.1162005      109.1121         0.162 second_trace        3
## 1760  0.1162005      109.1121         0.162 second_trace        3
## 1761  0.1162005      109.1121         0.162 second_trace        3
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## 1763  0.1162005      109.1121         0.162 second_trace        3
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## 1765  0.1162005      109.1121         0.162 second_trace        3
## 1766  0.1162005      109.1121         0.162 second_trace        3
## 1767  0.1162005      109.1121         0.162 second_trace        3
## 1768  0.1162005      109.1121         0.162         mif1        3
## 1769  0.1162005      109.1121         0.162        start        3
## 1770  0.1162005      109.1121         0.162  first_trace        3
## 1771  0.1162005      109.1121         0.162  first_trace        3
## 1772  0.1162005      109.1121         0.162  first_trace        3
## 1773  0.1162005      109.1121         0.162  first_trace        3
## 1774  0.1162005      109.1121         0.162  first_trace        3
## 1775  0.1162005      109.1121         0.162  first_trace        3
## 1776  0.1162005      109.1121         0.162  first_trace        3
## 1777  0.1162005      109.1121         0.162  first_trace        3
## 1778  0.1162005      109.1121         0.162  first_trace        3
## 1779  0.1162005      109.1121         0.162  first_trace        3
## 1780  0.1162005      109.1121         0.162  first_trace        3
## 1781  0.1162005      109.1121         0.162  first_trace        3
## 1782  0.1162005      109.1121         0.162  first_trace        3
## 1783  0.1162005      109.1121         0.162  first_trace        3
## 1784  0.1162005      109.1121         0.162  first_trace        3
## 1785  0.1162005      109.1121         0.162  first_trace        3
## 1786  0.1162005      109.1121         0.162  first_trace        3
## 1787  0.1162005      109.1121         0.162  first_trace        3
## 1788  0.1162005      109.1121         0.162  first_trace        3
## 1789  0.1162005      109.1121         0.162  first_trace        3
## 1790  0.1162005      109.1121         0.162  first_trace        3
## 1791  0.1162005      109.1121         0.162  first_trace        3
## 1792  0.1162005      109.1121         0.162  first_trace        3
## 1793  0.1162005      109.1121         0.162  first_trace        3
## 1794  0.1162005      109.1121         0.162  first_trace        3
## 1795  0.1162005      109.1121         0.162  first_trace        3
## 1796  0.1162005      109.1121         0.162  first_trace        3
## 1797  0.1162005      109.1121         0.162  first_trace        3
## 1798  0.1162005      109.1121         0.162  first_trace        3
## 1799  0.1162005      109.1121         0.162  first_trace        3
## 1800  0.1162005      109.1121         0.162  first_trace        3
## 1801  0.1162005      109.1121         0.162  first_trace        3
## 1802  0.1162005      109.1121         0.162  first_trace        3
## 1803  0.1162005      109.1121         0.162  first_trace        3
## 1804  0.1162005      109.1121         0.162  first_trace        3
## 1805  0.1162005      109.1121         0.162  first_trace        3
## 1806  0.1162005      109.1121         0.162  first_trace        3
## 1807  0.1162005      109.1121         0.162  first_trace        3
## 1808  0.1162005      109.1121         0.162  first_trace        3
## 1809  0.1162005      109.1121         0.162  first_trace        3
## 1810  0.1162005      109.1121         0.162  first_trace        3
## 1811  0.1162005      109.1121         0.162  first_trace        3
## 1812  0.1162005      109.1121         0.162  first_trace        3
## 1813  0.1162005      109.1121         0.162  first_trace        3
## 1814  0.1162005      109.1121         0.162  first_trace        3
## 1815  0.1162005      109.1121         0.162  first_trace        3
## 1816  0.1162005      109.1121         0.162  first_trace        3
## 1817  0.1162005      109.1121         0.162  first_trace        3
## 1818  0.1162005      109.1121         0.162  first_trace        3
## 1819  0.1162005      109.1121         0.162  first_trace        3
## 1820  0.1162005      109.1121         0.162  first_trace        3
## 1821  0.1162005      109.1121         0.162 second_trace        3
## 1822  0.1162005      109.1121         0.162 second_trace        3
## 1823  0.1162005      109.1121         0.162 second_trace        3
## 1824  0.1162005      109.1121         0.162 second_trace        3
## 1825  0.1162005      109.1121         0.162 second_trace        3
## 1826  0.1162005      109.1121         0.162 second_trace        3
## 1827  0.1162005      109.1121         0.162 second_trace        3
## 1828  0.1162005      109.1121         0.162 second_trace        3
## 1829  0.1162005      109.1121         0.162 second_trace        3
## 1830  0.1162005      109.1121         0.162 second_trace        3
## 1831  0.1162005      109.1121         0.162 second_trace        3
## 1832  0.1162005      109.1121         0.162 second_trace        3
## 1833  0.1162005      109.1121         0.162 second_trace        3
## 1834  0.1162005      109.1121         0.162 second_trace        3
## 1835  0.1162005      109.1121         0.162 second_trace        3
## 1836  0.1162005      109.1121         0.162 second_trace        3
## 1837  0.1162005      109.1121         0.162 second_trace        3
## 1838  0.1162005      109.1121         0.162 second_trace        3
## 1839  0.1162005      109.1121         0.162 second_trace        3
## 1840  0.1162005      109.1121         0.162 second_trace        3
## 1841  0.1162005      109.1121         0.162 second_trace        3
## 1842  0.1162005      109.1121         0.162 second_trace        3
## 1843  0.1162005      109.1121         0.162 second_trace        3
## 1844  0.1162005      109.1121         0.162 second_trace        3
## 1845  0.1162005      109.1121         0.162 second_trace        3
## 1846  0.1162005      109.1121         0.162 second_trace        3
## 1847  0.1162005      109.1121         0.162 second_trace        3
## 1848  0.1162005      109.1121         0.162 second_trace        3
## 1849  0.1162005      109.1121         0.162 second_trace        3
## 1850  0.1162005      109.1121         0.162 second_trace        3
## 1851  0.1162005      109.1121         0.162 second_trace        3
## 1852  0.1162005      109.1121         0.162 second_trace        3
## 1853  0.1162005      109.1121         0.162 second_trace        3
## 1854  0.1162005      109.1121         0.162 second_trace        3
## 1855  0.1162005      109.1121         0.162 second_trace        3
## 1856  0.1162005      109.1121         0.162 second_trace        3
## 1857  0.1162005      109.1121         0.162 second_trace        3
## 1858  0.1162005      109.1121         0.162 second_trace        3
## 1859  0.1162005      109.1121         0.162 second_trace        3
## 1860  0.1162005      109.1121         0.162 second_trace        3
## 1861  0.1162005      109.1121         0.162 second_trace        3
## 1862  0.1162005      109.1121         0.162 second_trace        3
## 1863  0.1162005      109.1121         0.162 second_trace        3
## 1864  0.1162005      109.1121         0.162 second_trace        3
## 1865  0.1162005      109.1121         0.162 second_trace        3
## 1866  0.1162005      109.1121         0.162 second_trace        3
## 1867  0.1162005      109.1121         0.162 second_trace        3
## 1868  0.1162005      109.1121         0.162 second_trace        3
## 1869  0.1162005      109.1121         0.162 second_trace        3
## 1870  0.1162005      109.1121         0.162 second_trace        3
## 1871  0.1162005      109.1121         0.162 second_trace        3
## 1872  0.1162005      109.1121         0.162         mif1        3
## 1873  0.1162005      109.1121         0.162        start        3
## 1874  0.1162005      109.1121         0.162  first_trace        3
## 1875  0.1162005      109.1121         0.162  first_trace        3
## 1876  0.1162005      109.1121         0.162  first_trace        3
## 1877  0.1162005      109.1121         0.162  first_trace        3
## 1878  0.1162005      109.1121         0.162  first_trace        3
## 1879  0.1162005      109.1121         0.162  first_trace        3
## 1880  0.1162005      109.1121         0.162  first_trace        3
## 1881  0.1162005      109.1121         0.162  first_trace        3
## 1882  0.1162005      109.1121         0.162  first_trace        3
## 1883  0.1162005      109.1121         0.162  first_trace        3
## 1884  0.1162005      109.1121         0.162  first_trace        3
## 1885  0.1162005      109.1121         0.162  first_trace        3
## 1886  0.1162005      109.1121         0.162  first_trace        3
## 1887  0.1162005      109.1121         0.162  first_trace        3
## 1888  0.1162005      109.1121         0.162  first_trace        3
## 1889  0.1162005      109.1121         0.162  first_trace        3
## 1890  0.1162005      109.1121         0.162  first_trace        3
## 1891  0.1162005      109.1121         0.162  first_trace        3
## 1892  0.1162005      109.1121         0.162  first_trace        3
## 1893  0.1162005      109.1121         0.162  first_trace        3
## 1894  0.1162005      109.1121         0.162  first_trace        3
## 1895  0.1162005      109.1121         0.162  first_trace        3
## 1896  0.1162005      109.1121         0.162  first_trace        3
## 1897  0.1162005      109.1121         0.162  first_trace        3
## 1898  0.1162005      109.1121         0.162  first_trace        3
## 1899  0.1162005      109.1121         0.162  first_trace        3
## 1900  0.1162005      109.1121         0.162  first_trace        3
## 1901  0.1162005      109.1121         0.162  first_trace        3
## 1902  0.1162005      109.1121         0.162  first_trace        3
## 1903  0.1162005      109.1121         0.162  first_trace        3
## 1904  0.1162005      109.1121         0.162  first_trace        3
## 1905  0.1162005      109.1121         0.162  first_trace        3
## 1906  0.1162005      109.1121         0.162  first_trace        3
## 1907  0.1162005      109.1121         0.162  first_trace        3
## 1908  0.1162005      109.1121         0.162  first_trace        3
## 1909  0.1162005      109.1121         0.162  first_trace        3
## 1910  0.1162005      109.1121         0.162  first_trace        3
## 1911  0.1162005      109.1121         0.162  first_trace        3
## 1912  0.1162005      109.1121         0.162  first_trace        3
## 1913  0.1162005      109.1121         0.162  first_trace        3
## 1914  0.1162005      109.1121         0.162  first_trace        3
## 1915  0.1162005      109.1121         0.162  first_trace        3
## 1916  0.1162005      109.1121         0.162  first_trace        3
## 1917  0.1162005      109.1121         0.162  first_trace        3
## 1918  0.1162005      109.1121         0.162  first_trace        3
## 1919  0.1162005      109.1121         0.162  first_trace        3
## 1920  0.1162005      109.1121         0.162  first_trace        3
## 1921  0.1162005      109.1121         0.162  first_trace        3
## 1922  0.1162005      109.1121         0.162  first_trace        3
## 1923  0.1162005      109.1121         0.162  first_trace        3
## 1924  0.1162005      109.1121         0.162  first_trace        3
## 1925  0.1162005      109.1121         0.162 second_trace        3
## 1926  0.1162005      109.1121         0.162 second_trace        3
## 1927  0.1162005      109.1121         0.162 second_trace        3
## 1928  0.1162005      109.1121         0.162 second_trace        3
## 1929  0.1162005      109.1121         0.162 second_trace        3
## 1930  0.1162005      109.1121         0.162 second_trace        3
## 1931  0.1162005      109.1121         0.162 second_trace        3
## 1932  0.1162005      109.1121         0.162 second_trace        3
## 1933  0.1162005      109.1121         0.162 second_trace        3
## 1934  0.1162005      109.1121         0.162 second_trace        3
## 1935  0.1162005      109.1121         0.162 second_trace        3
## 1936  0.1162005      109.1121         0.162 second_trace        3
## 1937  0.1162005      109.1121         0.162 second_trace        3
## 1938  0.1162005      109.1121         0.162 second_trace        3
## 1939  0.1162005      109.1121         0.162 second_trace        3
## 1940  0.1162005      109.1121         0.162 second_trace        3
## 1941  0.1162005      109.1121         0.162 second_trace        3
## 1942  0.1162005      109.1121         0.162 second_trace        3
## 1943  0.1162005      109.1121         0.162 second_trace        3
## 1944  0.1162005      109.1121         0.162 second_trace        3
## 1945  0.1162005      109.1121         0.162 second_trace        3
## 1946  0.1162005      109.1121         0.162 second_trace        3
## 1947  0.1162005      109.1121         0.162 second_trace        3
## 1948  0.1162005      109.1121         0.162 second_trace        3
## 1949  0.1162005      109.1121         0.162 second_trace        3
## 1950  0.1162005      109.1121         0.162 second_trace        3
## 1951  0.1162005      109.1121         0.162 second_trace        3
## 1952  0.1162005      109.1121         0.162 second_trace        3
## 1953  0.1162005      109.1121         0.162 second_trace        3
## 1954  0.1162005      109.1121         0.162 second_trace        3
## 1955  0.1162005      109.1121         0.162 second_trace        3
## 1956  0.1162005      109.1121         0.162 second_trace        3
## 1957  0.1162005      109.1121         0.162 second_trace        3
## 1958  0.1162005      109.1121         0.162 second_trace        3
## 1959  0.1162005      109.1121         0.162 second_trace        3
## 1960  0.1162005      109.1121         0.162 second_trace        3
## 1961  0.1162005      109.1121         0.162 second_trace        3
## 1962  0.1162005      109.1121         0.162 second_trace        3
## 1963  0.1162005      109.1121         0.162 second_trace        3
## 1964  0.1162005      109.1121         0.162 second_trace        3
## 1965  0.1162005      109.1121         0.162 second_trace        3
## 1966  0.1162005      109.1121         0.162 second_trace        3
## 1967  0.1162005      109.1121         0.162 second_trace        3
## 1968  0.1162005      109.1121         0.162 second_trace        3
## 1969  0.1162005      109.1121         0.162 second_trace        3
## 1970  0.1162005      109.1121         0.162 second_trace        3
## 1971  0.1162005      109.1121         0.162 second_trace        3
## 1972  0.1162005      109.1121         0.162 second_trace        3
## 1973  0.1162005      109.1121         0.162 second_trace        3
## 1974  0.1162005      109.1121         0.162 second_trace        3
## 1975  0.1162005      109.1121         0.162 second_trace        3
## 1976  0.1162005      109.1121         0.162         mif1        3
## 1977  0.1162005      109.1121         0.162        start        3
## 1978  0.1162005      109.1121         0.162  first_trace        3
## 1979  0.1162005      109.1121         0.162  first_trace        3
## 1980  0.1162005      109.1121         0.162  first_trace        3
## 1981  0.1162005      109.1121         0.162  first_trace        3
## 1982  0.1162005      109.1121         0.162  first_trace        3
## 1983  0.1162005      109.1121         0.162  first_trace        3
## 1984  0.1162005      109.1121         0.162  first_trace        3
## 1985  0.1162005      109.1121         0.162  first_trace        3
## 1986  0.1162005      109.1121         0.162  first_trace        3
## 1987  0.1162005      109.1121         0.162  first_trace        3
## 1988  0.1162005      109.1121         0.162  first_trace        3
## 1989  0.1162005      109.1121         0.162  first_trace        3
## 1990  0.1162005      109.1121         0.162  first_trace        3
## 1991  0.1162005      109.1121         0.162  first_trace        3
## 1992  0.1162005      109.1121         0.162  first_trace        3
## 1993  0.1162005      109.1121         0.162  first_trace        3
## 1994  0.1162005      109.1121         0.162  first_trace        3
## 1995  0.1162005      109.1121         0.162  first_trace        3
## 1996  0.1162005      109.1121         0.162  first_trace        3
## 1997  0.1162005      109.1121         0.162  first_trace        3
## 1998  0.1162005      109.1121         0.162  first_trace        3
## 1999  0.1162005      109.1121         0.162  first_trace        3
## 2000  0.1162005      109.1121         0.162  first_trace        3
## 2001  0.1162005      109.1121         0.162  first_trace        3
## 2002  0.1162005      109.1121         0.162  first_trace        3
## 2003  0.1162005      109.1121         0.162  first_trace        3
## 2004  0.1162005      109.1121         0.162  first_trace        3
## 2005  0.1162005      109.1121         0.162  first_trace        3
## 2006  0.1162005      109.1121         0.162  first_trace        3
## 2007  0.1162005      109.1121         0.162  first_trace        3
## 2008  0.1162005      109.1121         0.162  first_trace        3
## 2009  0.1162005      109.1121         0.162  first_trace        3
## 2010  0.1162005      109.1121         0.162  first_trace        3
## 2011  0.1162005      109.1121         0.162  first_trace        3
## 2012  0.1162005      109.1121         0.162  first_trace        3
## 2013  0.1162005      109.1121         0.162  first_trace        3
## 2014  0.1162005      109.1121         0.162  first_trace        3
## 2015  0.1162005      109.1121         0.162  first_trace        3
## 2016  0.1162005      109.1121         0.162  first_trace        3
## 2017  0.1162005      109.1121         0.162  first_trace        3
## 2018  0.1162005      109.1121         0.162  first_trace        3
## 2019  0.1162005      109.1121         0.162  first_trace        3
## 2020  0.1162005      109.1121         0.162  first_trace        3
## 2021  0.1162005      109.1121         0.162  first_trace        3
## 2022  0.1162005      109.1121         0.162  first_trace        3
## 2023  0.1162005      109.1121         0.162  first_trace        3
## 2024  0.1162005      109.1121         0.162  first_trace        3
## 2025  0.1162005      109.1121         0.162  first_trace        3
## 2026  0.1162005      109.1121         0.162  first_trace        3
## 2027  0.1162005      109.1121         0.162  first_trace        3
## 2028  0.1162005      109.1121         0.162  first_trace        3
## 2029  0.1162005      109.1121         0.162 second_trace        3
## 2030  0.1162005      109.1121         0.162 second_trace        3
## 2031  0.1162005      109.1121         0.162 second_trace        3
## 2032  0.1162005      109.1121         0.162 second_trace        3
## 2033  0.1162005      109.1121         0.162 second_trace        3
## 2034  0.1162005      109.1121         0.162 second_trace        3
## 2035  0.1162005      109.1121         0.162 second_trace        3
## 2036  0.1162005      109.1121         0.162 second_trace        3
## 2037  0.1162005      109.1121         0.162 second_trace        3
## 2038  0.1162005      109.1121         0.162 second_trace        3
## 2039  0.1162005      109.1121         0.162 second_trace        3
## 2040  0.1162005      109.1121         0.162 second_trace        3
## 2041  0.1162005      109.1121         0.162 second_trace        3
## 2042  0.1162005      109.1121         0.162 second_trace        3
## 2043  0.1162005      109.1121         0.162 second_trace        3
## 2044  0.1162005      109.1121         0.162 second_trace        3
## 2045  0.1162005      109.1121         0.162 second_trace        3
## 2046  0.1162005      109.1121         0.162 second_trace        3
## 2047  0.1162005      109.1121         0.162 second_trace        3
## 2048  0.1162005      109.1121         0.162 second_trace        3
## 2049  0.1162005      109.1121         0.162 second_trace        3
## 2050  0.1162005      109.1121         0.162 second_trace        3
## 2051  0.1162005      109.1121         0.162 second_trace        3
## 2052  0.1162005      109.1121         0.162 second_trace        3
## 2053  0.1162005      109.1121         0.162 second_trace        3
## 2054  0.1162005      109.1121         0.162 second_trace        3
## 2055  0.1162005      109.1121         0.162 second_trace        3
## 2056  0.1162005      109.1121         0.162 second_trace        3
## 2057  0.1162005      109.1121         0.162 second_trace        3
## 2058  0.1162005      109.1121         0.162 second_trace        3
## 2059  0.1162005      109.1121         0.162 second_trace        3
## 2060  0.1162005      109.1121         0.162 second_trace        3
## 2061  0.1162005      109.1121         0.162 second_trace        3
## 2062  0.1162005      109.1121         0.162 second_trace        3
## 2063  0.1162005      109.1121         0.162 second_trace        3
## 2064  0.1162005      109.1121         0.162 second_trace        3
## 2065  0.1162005      109.1121         0.162 second_trace        3
## 2066  0.1162005      109.1121         0.162 second_trace        3
## 2067  0.1162005      109.1121         0.162 second_trace        3
## 2068  0.1162005      109.1121         0.162 second_trace        3
## 2069  0.1162005      109.1121         0.162 second_trace        3
## 2070  0.1162005      109.1121         0.162 second_trace        3
## 2071  0.1162005      109.1121         0.162 second_trace        3
## 2072  0.1162005      109.1121         0.162 second_trace        3
## 2073  0.1162005      109.1121         0.162 second_trace        3
## 2074  0.1162005      109.1121         0.162 second_trace        3
## 2075  0.1162005      109.1121         0.162 second_trace        3
## 2076  0.1162005      109.1121         0.162 second_trace        3
## 2077  0.1162005      109.1121         0.162 second_trace        3
## 2078  0.1162005      109.1121         0.162 second_trace        3
## 2079  0.1162005      109.1121         0.162 second_trace        3
## 2080  0.1162005      109.1121         0.162         mif1        3
## 2081  0.1162005      109.1121         0.162        start        3
## 2082  0.1162005      109.1121         0.162  first_trace        3
## 2083  0.1162005      109.1121         0.162  first_trace        3
## 2084  0.1162005      109.1121         0.162  first_trace        3
## 2085  0.1162005      109.1121         0.162  first_trace        3
## 2086  0.1162005      109.1121         0.162  first_trace        3
## 2087  0.1162005      109.1121         0.162  first_trace        3
## 2088  0.1162005      109.1121         0.162  first_trace        3
## 2089  0.1162005      109.1121         0.162  first_trace        3
## 2090  0.1162005      109.1121         0.162  first_trace        3
## 2091  0.1162005      109.1121         0.162  first_trace        3
## 2092  0.1162005      109.1121         0.162  first_trace        3
## 2093  0.1162005      109.1121         0.162  first_trace        3
## 2094  0.1162005      109.1121         0.162  first_trace        3
## 2095  0.1162005      109.1121         0.162  first_trace        3
## 2096  0.1162005      109.1121         0.162  first_trace        3
## 2097  0.1162005      109.1121         0.162  first_trace        3
## 2098  0.1162005      109.1121         0.162  first_trace        3
## 2099  0.1162005      109.1121         0.162  first_trace        3
## 2100  0.1162005      109.1121         0.162  first_trace        3
## 2101  0.1162005      109.1121         0.162  first_trace        3
## 2102  0.1162005      109.1121         0.162  first_trace        3
## 2103  0.1162005      109.1121         0.162  first_trace        3
## 2104  0.1162005      109.1121         0.162  first_trace        3
## 2105  0.1162005      109.1121         0.162  first_trace        3
## 2106  0.1162005      109.1121         0.162  first_trace        3
## 2107  0.1162005      109.1121         0.162  first_trace        3
## 2108  0.1162005      109.1121         0.162  first_trace        3
## 2109  0.1162005      109.1121         0.162  first_trace        3
## 2110  0.1162005      109.1121         0.162  first_trace        3
## 2111  0.1162005      109.1121         0.162  first_trace        3
## 2112  0.1162005      109.1121         0.162  first_trace        3
## 2113  0.1162005      109.1121         0.162  first_trace        3
## 2114  0.1162005      109.1121         0.162  first_trace        3
## 2115  0.1162005      109.1121         0.162  first_trace        3
## 2116  0.1162005      109.1121         0.162  first_trace        3
## 2117  0.1162005      109.1121         0.162  first_trace        3
## 2118  0.1162005      109.1121         0.162  first_trace        3
## 2119  0.1162005      109.1121         0.162  first_trace        3
## 2120  0.1162005      109.1121         0.162  first_trace        3
## 2121  0.1162005      109.1121         0.162  first_trace        3
## 2122  0.1162005      109.1121         0.162  first_trace        3
## 2123  0.1162005      109.1121         0.162  first_trace        3
## 2124  0.1162005      109.1121         0.162  first_trace        3
## 2125  0.1162005      109.1121         0.162  first_trace        3
## 2126  0.1162005      109.1121         0.162  first_trace        3
## 2127  0.1162005      109.1121         0.162  first_trace        3
## 2128  0.1162005      109.1121         0.162  first_trace        3
## 2129  0.1162005      109.1121         0.162  first_trace        3
## 2130  0.1162005      109.1121         0.162  first_trace        3
## 2131  0.1162005      109.1121         0.162  first_trace        3
## 2132  0.1162005      109.1121         0.162  first_trace        3
## 2133  0.1162005      109.1121         0.162 second_trace        3
## 2134  0.1162005      109.1121         0.162 second_trace        3
## 2135  0.1162005      109.1121         0.162 second_trace        3
## 2136  0.1162005      109.1121         0.162 second_trace        3
## 2137  0.1162005      109.1121         0.162 second_trace        3
## 2138  0.1162005      109.1121         0.162 second_trace        3
## 2139  0.1162005      109.1121         0.162 second_trace        3
## 2140  0.1162005      109.1121         0.162 second_trace        3
## 2141  0.1162005      109.1121         0.162 second_trace        3
## 2142  0.1162005      109.1121         0.162 second_trace        3
## 2143  0.1162005      109.1121         0.162 second_trace        3
## 2144  0.1162005      109.1121         0.162 second_trace        3
## 2145  0.1162005      109.1121         0.162 second_trace        3
## 2146  0.1162005      109.1121         0.162 second_trace        3
## 2147  0.1162005      109.1121         0.162 second_trace        3
## 2148  0.1162005      109.1121         0.162 second_trace        3
## 2149  0.1162005      109.1121         0.162 second_trace        3
## 2150  0.1162005      109.1121         0.162 second_trace        3
## 2151  0.1162005      109.1121         0.162 second_trace        3
## 2152  0.1162005      109.1121         0.162 second_trace        3
## 2153  0.1162005      109.1121         0.162 second_trace        3
## 2154  0.1162005      109.1121         0.162 second_trace        3
## 2155  0.1162005      109.1121         0.162 second_trace        3
## 2156  0.1162005      109.1121         0.162 second_trace        3
## 2157  0.1162005      109.1121         0.162 second_trace        3
## 2158  0.1162005      109.1121         0.162 second_trace        3
## 2159  0.1162005      109.1121         0.162 second_trace        3
## 2160  0.1162005      109.1121         0.162 second_trace        3
## 2161  0.1162005      109.1121         0.162 second_trace        3
## 2162  0.1162005      109.1121         0.162 second_trace        3
## 2163  0.1162005      109.1121         0.162 second_trace        3
## 2164  0.1162005      109.1121         0.162 second_trace        3
## 2165  0.1162005      109.1121         0.162 second_trace        3
## 2166  0.1162005      109.1121         0.162 second_trace        3
## 2167  0.1162005      109.1121         0.162 second_trace        3
## 2168  0.1162005      109.1121         0.162 second_trace        3
## 2169  0.1162005      109.1121         0.162 second_trace        3
## 2170  0.1162005      109.1121         0.162 second_trace        3
## 2171  0.1162005      109.1121         0.162 second_trace        3
## 2172  0.1162005      109.1121         0.162 second_trace        3
## 2173  0.1162005      109.1121         0.162 second_trace        3
## 2174  0.1162005      109.1121         0.162 second_trace        3
## 2175  0.1162005      109.1121         0.162 second_trace        3
## 2176  0.1162005      109.1121         0.162 second_trace        3
## 2177  0.1162005      109.1121         0.162 second_trace        3
## 2178  0.1162005      109.1121         0.162 second_trace        3
## 2179  0.1162005      109.1121         0.162 second_trace        3
## 2180  0.1162005      109.1121         0.162 second_trace        3
## 2181  0.1162005      109.1121         0.162 second_trace        3
## 2182  0.1162005      109.1121         0.162 second_trace        3
## 2183  0.1162005      109.1121         0.162 second_trace        3
## 2184  0.1162005      109.1121         0.162         mif1        3
## 2185  0.1162005      109.1121         0.162        start        3
## 2186  0.1162005      109.1121         0.162  first_trace        3
## 2187  0.1162005      109.1121         0.162  first_trace        3
## 2188  0.1162005      109.1121         0.162  first_trace        3
## 2189  0.1162005      109.1121         0.162  first_trace        3
## 2190  0.1162005      109.1121         0.162  first_trace        3
## 2191  0.1162005      109.1121         0.162  first_trace        3
## 2192  0.1162005      109.1121         0.162  first_trace        3
## 2193  0.1162005      109.1121         0.162  first_trace        3
## 2194  0.1162005      109.1121         0.162  first_trace        3
## 2195  0.1162005      109.1121         0.162  first_trace        3
## 2196  0.1162005      109.1121         0.162  first_trace        3
## 2197  0.1162005      109.1121         0.162  first_trace        3
## 2198  0.1162005      109.1121         0.162  first_trace        3
## 2199  0.1162005      109.1121         0.162  first_trace        3
## 2200  0.1162005      109.1121         0.162  first_trace        3
## 2201  0.1162005      109.1121         0.162  first_trace        3
## 2202  0.1162005      109.1121         0.162  first_trace        3
## 2203  0.1162005      109.1121         0.162  first_trace        3
## 2204  0.1162005      109.1121         0.162  first_trace        3
## 2205  0.1162005      109.1121         0.162  first_trace        3
## 2206  0.1162005      109.1121         0.162  first_trace        3
## 2207  0.1162005      109.1121         0.162  first_trace        3
## 2208  0.1162005      109.1121         0.162  first_trace        3
## 2209  0.1162005      109.1121         0.162  first_trace        3
## 2210  0.1162005      109.1121         0.162  first_trace        3
## 2211  0.1162005      109.1121         0.162  first_trace        3
## 2212  0.1162005      109.1121         0.162  first_trace        3
## 2213  0.1162005      109.1121         0.162  first_trace        3
## 2214  0.1162005      109.1121         0.162  first_trace        3
## 2215  0.1162005      109.1121         0.162  first_trace        3
## 2216  0.1162005      109.1121         0.162  first_trace        3
## 2217  0.1162005      109.1121         0.162  first_trace        3
## 2218  0.1162005      109.1121         0.162  first_trace        3
## 2219  0.1162005      109.1121         0.162  first_trace        3
## 2220  0.1162005      109.1121         0.162  first_trace        3
## 2221  0.1162005      109.1121         0.162  first_trace        3
## 2222  0.1162005      109.1121         0.162  first_trace        3
## 2223  0.1162005      109.1121         0.162  first_trace        3
## 2224  0.1162005      109.1121         0.162  first_trace        3
## 2225  0.1162005      109.1121         0.162  first_trace        3
## 2226  0.1162005      109.1121         0.162  first_trace        3
## 2227  0.1162005      109.1121         0.162  first_trace        3
## 2228  0.1162005      109.1121         0.162  first_trace        3
## 2229  0.1162005      109.1121         0.162  first_trace        3
## 2230  0.1162005      109.1121         0.162  first_trace        3
## 2231  0.1162005      109.1121         0.162  first_trace        3
## 2232  0.1162005      109.1121         0.162  first_trace        3
## 2233  0.1162005      109.1121         0.162  first_trace        3
## 2234  0.1162005      109.1121         0.162  first_trace        3
## 2235  0.1162005      109.1121         0.162  first_trace        3
## 2236  0.1162005      109.1121         0.162  first_trace        3
## 2237  0.1162005      109.1121         0.162 second_trace        3
## 2238  0.1162005      109.1121         0.162 second_trace        3
## 2239  0.1162005      109.1121         0.162 second_trace        3
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## 2287  0.1162005      109.1121         0.162 second_trace        3
## 2288  0.1162005      109.1121         0.162         mif1        3
## 2289  0.1162005      109.1121         0.162        start        3
## 2290  0.1162005      109.1121         0.162  first_trace        3
## 2291  0.1162005      109.1121         0.162  first_trace        3
## 2292  0.1162005      109.1121         0.162  first_trace        3
## 2293  0.1162005      109.1121         0.162  first_trace        3
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## 2301  0.1162005      109.1121         0.162  first_trace        3
## 2302  0.1162005      109.1121         0.162  first_trace        3
## 2303  0.1162005      109.1121         0.162  first_trace        3
## 2304  0.1162005      109.1121         0.162  first_trace        3
## 2305  0.1162005      109.1121         0.162  first_trace        3
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## 2307  0.1162005      109.1121         0.162  first_trace        3
## 2308  0.1162005      109.1121         0.162  first_trace        3
## 2309  0.1162005      109.1121         0.162  first_trace        3
## 2310  0.1162005      109.1121         0.162  first_trace        3
## 2311  0.1162005      109.1121         0.162  first_trace        3
## 2312  0.1162005      109.1121         0.162  first_trace        3
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## 2315  0.1162005      109.1121         0.162  first_trace        3
## 2316  0.1162005      109.1121         0.162  first_trace        3
## 2317  0.1162005      109.1121         0.162  first_trace        3
## 2318  0.1162005      109.1121         0.162  first_trace        3
## 2319  0.1162005      109.1121         0.162  first_trace        3
## 2320  0.1162005      109.1121         0.162  first_trace        3
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## 2327  0.1162005      109.1121         0.162  first_trace        3
## 2328  0.1162005      109.1121         0.162  first_trace        3
## 2329  0.1162005      109.1121         0.162  first_trace        3
## 2330  0.1162005      109.1121         0.162  first_trace        3
## 2331  0.1162005      109.1121         0.162  first_trace        3
## 2332  0.1162005      109.1121         0.162  first_trace        3
## 2333  0.1162005      109.1121         0.162  first_trace        3
## 2334  0.1162005      109.1121         0.162  first_trace        3
## 2335  0.1162005      109.1121         0.162  first_trace        3
## 2336  0.1162005      109.1121         0.162  first_trace        3
## 2337  0.1162005      109.1121         0.162  first_trace        3
## 2338  0.1162005      109.1121         0.162  first_trace        3
## 2339  0.1162005      109.1121         0.162  first_trace        3
## 2340  0.1162005      109.1121         0.162  first_trace        3
## 2341  0.1162005      109.1121         0.162 second_trace        3
## 2342  0.1162005      109.1121         0.162 second_trace        3
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## 2358  0.1162005      109.1121         0.162 second_trace        3
## 2359  0.1162005      109.1121         0.162 second_trace        3
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## 2391  0.1162005      109.1121         0.162 second_trace        3
## 2392  0.1162005      109.1121         0.162         mif1        3
## 2393  0.1162005      109.1121         0.162        start        3
## 2394  0.1162005      109.1121         0.162  first_trace        3
## 2395  0.1162005      109.1121         0.162  first_trace        3
## 2396  0.1162005      109.1121         0.162  first_trace        3
## 2397  0.1162005      109.1121         0.162  first_trace        3
## 2398  0.1162005      109.1121         0.162  first_trace        3
## 2399  0.1162005      109.1121         0.162  first_trace        3
## 2400  0.1162005      109.1121         0.162  first_trace        3
## 2401  0.1162005      109.1121         0.162  first_trace        3
## 2402  0.1162005      109.1121         0.162  first_trace        3
## 2403  0.1162005      109.1121         0.162  first_trace        3
## 2404  0.1162005      109.1121         0.162  first_trace        3
## 2405  0.1162005      109.1121         0.162  first_trace        3
## 2406  0.1162005      109.1121         0.162  first_trace        3
## 2407  0.1162005      109.1121         0.162  first_trace        3
## 2408  0.1162005      109.1121         0.162  first_trace        3
## 2409  0.1162005      109.1121         0.162  first_trace        3
## 2410  0.1162005      109.1121         0.162  first_trace        3
## 2411  0.1162005      109.1121         0.162  first_trace        3
## 2412  0.1162005      109.1121         0.162  first_trace        3
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## 2415  0.1162005      109.1121         0.162  first_trace        3
## 2416  0.1162005      109.1121         0.162  first_trace        3
## 2417  0.1162005      109.1121         0.162  first_trace        3
## 2418  0.1162005      109.1121         0.162  first_trace        3
## 2419  0.1162005      109.1121         0.162  first_trace        3
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## 2424  0.1162005      109.1121         0.162  first_trace        3
## 2425  0.1162005      109.1121         0.162  first_trace        3
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## 2427  0.1162005      109.1121         0.162  first_trace        3
## 2428  0.1162005      109.1121         0.162  first_trace        3
## 2429  0.1162005      109.1121         0.162  first_trace        3
## 2430  0.1162005      109.1121         0.162  first_trace        3
## 2431  0.1162005      109.1121         0.162  first_trace        3
## 2432  0.1162005      109.1121         0.162  first_trace        3
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## 2439  0.1162005      109.1121         0.162  first_trace        3
## 2440  0.1162005      109.1121         0.162  first_trace        3
## 2441  0.1162005      109.1121         0.162  first_trace        3
## 2442  0.1162005      109.1121         0.162  first_trace        3
## 2443  0.1162005      109.1121         0.162  first_trace        3
## 2444  0.1162005      109.1121         0.162  first_trace        3
## 2445  0.1162005      109.1121         0.162 second_trace        3
## 2446  0.1162005      109.1121         0.162 second_trace        3
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## 2448  0.1162005      109.1121         0.162 second_trace        3
## 2449  0.1162005      109.1121         0.162 second_trace        3
## 2450  0.1162005      109.1121         0.162 second_trace        3
## 2451  0.1162005      109.1121         0.162 second_trace        3
## 2452  0.1162005      109.1121         0.162 second_trace        3
## 2453  0.1162005      109.1121         0.162 second_trace        3
## 2454  0.1162005      109.1121         0.162 second_trace        3
## 2455  0.1162005      109.1121         0.162 second_trace        3
## 2456  0.1162005      109.1121         0.162 second_trace        3
## 2457  0.1162005      109.1121         0.162 second_trace        3
## 2458  0.1162005      109.1121         0.162 second_trace        3
## 2459  0.1162005      109.1121         0.162 second_trace        3
## 2460  0.1162005      109.1121         0.162 second_trace        3
## 2461  0.1162005      109.1121         0.162 second_trace        3
## 2462  0.1162005      109.1121         0.162 second_trace        3
## 2463  0.1162005      109.1121         0.162 second_trace        3
## 2464  0.1162005      109.1121         0.162 second_trace        3
## 2465  0.1162005      109.1121         0.162 second_trace        3
## 2466  0.1162005      109.1121         0.162 second_trace        3
## 2467  0.1162005      109.1121         0.162 second_trace        3
## 2468  0.1162005      109.1121         0.162 second_trace        3
## 2469  0.1162005      109.1121         0.162 second_trace        3
## 2470  0.1162005      109.1121         0.162 second_trace        3
## 2471  0.1162005      109.1121         0.162 second_trace        3
## 2472  0.1162005      109.1121         0.162 second_trace        3
## 2473  0.1162005      109.1121         0.162 second_trace        3
## 2474  0.1162005      109.1121         0.162 second_trace        3
## 2475  0.1162005      109.1121         0.162 second_trace        3
## 2476  0.1162005      109.1121         0.162 second_trace        3
## 2477  0.1162005      109.1121         0.162 second_trace        3
## 2478  0.1162005      109.1121         0.162 second_trace        3
## 2479  0.1162005      109.1121         0.162 second_trace        3
## 2480  0.1162005      109.1121         0.162 second_trace        3
## 2481  0.1162005      109.1121         0.162 second_trace        3
## 2482  0.1162005      109.1121         0.162 second_trace        3
## 2483  0.1162005      109.1121         0.162 second_trace        3
## 2484  0.1162005      109.1121         0.162 second_trace        3
## 2485  0.1162005      109.1121         0.162 second_trace        3
## 2486  0.1162005      109.1121         0.162 second_trace        3
## 2487  0.1162005      109.1121         0.162 second_trace        3
## 2488  0.1162005      109.1121         0.162 second_trace        3
## 2489  0.1162005      109.1121         0.162 second_trace        3
## 2490  0.1162005      109.1121         0.162 second_trace        3
## 2491  0.1162005      109.1121         0.162 second_trace        3
## 2492  0.1162005      109.1121         0.162 second_trace        3
## 2493  0.1162005      109.1121         0.162 second_trace        3
## 2494  0.1162005      109.1121         0.162 second_trace        3
## 2495  0.1162005      109.1121         0.162 second_trace        3
## 2496  0.1162005      109.1121         0.162         mif1        3
## 2497  0.1162005      109.1121         0.162        start        3
## 2498  0.1162005      109.1121         0.162  first_trace        3
## 2499  0.1162005      109.1121         0.162  first_trace        3
## 2500  0.1162005      109.1121         0.162  first_trace        3
## 2501  0.1162005      109.1121         0.162  first_trace        3
## 2502  0.1162005      109.1121         0.162  first_trace        3
## 2503  0.1162005      109.1121         0.162  first_trace        3
## 2504  0.1162005      109.1121         0.162  first_trace        3
## 2505  0.1162005      109.1121         0.162  first_trace        3
## 2506  0.1162005      109.1121         0.162  first_trace        3
## 2507  0.1162005      109.1121         0.162  first_trace        3
## 2508  0.1162005      109.1121         0.162  first_trace        3
## 2509  0.1162005      109.1121         0.162  first_trace        3
## 2510  0.1162005      109.1121         0.162  first_trace        3
## 2511  0.1162005      109.1121         0.162  first_trace        3
## 2512  0.1162005      109.1121         0.162  first_trace        3
## 2513  0.1162005      109.1121         0.162  first_trace        3
## 2514  0.1162005      109.1121         0.162  first_trace        3
## 2515  0.1162005      109.1121         0.162  first_trace        3
## 2516  0.1162005      109.1121         0.162  first_trace        3
## 2517  0.1162005      109.1121         0.162  first_trace        3
## 2518  0.1162005      109.1121         0.162  first_trace        3
## 2519  0.1162005      109.1121         0.162  first_trace        3
## 2520  0.1162005      109.1121         0.162  first_trace        3
## 2521  0.1162005      109.1121         0.162  first_trace        3
## 2522  0.1162005      109.1121         0.162  first_trace        3
## 2523  0.1162005      109.1121         0.162  first_trace        3
## 2524  0.1162005      109.1121         0.162  first_trace        3
## 2525  0.1162005      109.1121         0.162  first_trace        3
## 2526  0.1162005      109.1121         0.162  first_trace        3
## 2527  0.1162005      109.1121         0.162  first_trace        3
## 2528  0.1162005      109.1121         0.162  first_trace        3
## 2529  0.1162005      109.1121         0.162  first_trace        3
## 2530  0.1162005      109.1121         0.162  first_trace        3
## 2531  0.1162005      109.1121         0.162  first_trace        3
## 2532  0.1162005      109.1121         0.162  first_trace        3
## 2533  0.1162005      109.1121         0.162  first_trace        3
## 2534  0.1162005      109.1121         0.162  first_trace        3
## 2535  0.1162005      109.1121         0.162  first_trace        3
## 2536  0.1162005      109.1121         0.162  first_trace        3
## 2537  0.1162005      109.1121         0.162  first_trace        3
## 2538  0.1162005      109.1121         0.162  first_trace        3
## 2539  0.1162005      109.1121         0.162  first_trace        3
## 2540  0.1162005      109.1121         0.162  first_trace        3
## 2541  0.1162005      109.1121         0.162  first_trace        3
## 2542  0.1162005      109.1121         0.162  first_trace        3
## 2543  0.1162005      109.1121         0.162  first_trace        3
## 2544  0.1162005      109.1121         0.162  first_trace        3
## 2545  0.1162005      109.1121         0.162  first_trace        3
## 2546  0.1162005      109.1121         0.162  first_trace        3
## 2547  0.1162005      109.1121         0.162  first_trace        3
## 2548  0.1162005      109.1121         0.162  first_trace        3
## 2549  0.1162005      109.1121         0.162 second_trace        3
## 2550  0.1162005      109.1121         0.162 second_trace        3
## 2551  0.1162005      109.1121         0.162 second_trace        3
## 2552  0.1162005      109.1121         0.162 second_trace        3
## 2553  0.1162005      109.1121         0.162 second_trace        3
## 2554  0.1162005      109.1121         0.162 second_trace        3
## 2555  0.1162005      109.1121         0.162 second_trace        3
## 2556  0.1162005      109.1121         0.162 second_trace        3
## 2557  0.1162005      109.1121         0.162 second_trace        3
## 2558  0.1162005      109.1121         0.162 second_trace        3
## 2559  0.1162005      109.1121         0.162 second_trace        3
## 2560  0.1162005      109.1121         0.162 second_trace        3
## 2561  0.1162005      109.1121         0.162 second_trace        3
## 2562  0.1162005      109.1121         0.162 second_trace        3
## 2563  0.1162005      109.1121         0.162 second_trace        3
## 2564  0.1162005      109.1121         0.162 second_trace        3
## 2565  0.1162005      109.1121         0.162 second_trace        3
## 2566  0.1162005      109.1121         0.162 second_trace        3
## 2567  0.1162005      109.1121         0.162 second_trace        3
## 2568  0.1162005      109.1121         0.162 second_trace        3
## 2569  0.1162005      109.1121         0.162 second_trace        3
## 2570  0.1162005      109.1121         0.162 second_trace        3
## 2571  0.1162005      109.1121         0.162 second_trace        3
## 2572  0.1162005      109.1121         0.162 second_trace        3
## 2573  0.1162005      109.1121         0.162 second_trace        3
## 2574  0.1162005      109.1121         0.162 second_trace        3
## 2575  0.1162005      109.1121         0.162 second_trace        3
## 2576  0.1162005      109.1121         0.162 second_trace        3
## 2577  0.1162005      109.1121         0.162 second_trace        3
## 2578  0.1162005      109.1121         0.162 second_trace        3
## 2579  0.1162005      109.1121         0.162 second_trace        3
## 2580  0.1162005      109.1121         0.162 second_trace        3
## 2581  0.1162005      109.1121         0.162 second_trace        3
## 2582  0.1162005      109.1121         0.162 second_trace        3
## 2583  0.1162005      109.1121         0.162 second_trace        3
## 2584  0.1162005      109.1121         0.162 second_trace        3
## 2585  0.1162005      109.1121         0.162 second_trace        3
## 2586  0.1162005      109.1121         0.162 second_trace        3
## 2587  0.1162005      109.1121         0.162 second_trace        3
## 2588  0.1162005      109.1121         0.162 second_trace        3
## 2589  0.1162005      109.1121         0.162 second_trace        3
## 2590  0.1162005      109.1121         0.162 second_trace        3
## 2591  0.1162005      109.1121         0.162 second_trace        3
## 2592  0.1162005      109.1121         0.162 second_trace        3
## 2593  0.1162005      109.1121         0.162 second_trace        3
## 2594  0.1162005      109.1121         0.162 second_trace        3
## 2595  0.1162005      109.1121         0.162 second_trace        3
## 2596  0.1162005      109.1121         0.162 second_trace        3
## 2597  0.1162005      109.1121         0.162 second_trace        3
## 2598  0.1162005      109.1121         0.162 second_trace        3
## 2599  0.1162005      109.1121         0.162 second_trace        3
## 2600  0.1162005      109.1121         0.162         mif1        3
## 2601  0.1162005      109.1121         0.162        start        3
## 2602  0.1162005      109.1121         0.162  first_trace        3
## 2603  0.1162005      109.1121         0.162  first_trace        3
## 2604  0.1162005      109.1121         0.162  first_trace        3
## 2605  0.1162005      109.1121         0.162  first_trace        3
## 2606  0.1162005      109.1121         0.162  first_trace        3
## 2607  0.1162005      109.1121         0.162  first_trace        3
## 2608  0.1162005      109.1121         0.162  first_trace        3
## 2609  0.1162005      109.1121         0.162  first_trace        3
## 2610  0.1162005      109.1121         0.162  first_trace        3
## 2611  0.1162005      109.1121         0.162  first_trace        3
## 2612  0.1162005      109.1121         0.162  first_trace        3
## 2613  0.1162005      109.1121         0.162  first_trace        3
## 2614  0.1162005      109.1121         0.162  first_trace        3
## 2615  0.1162005      109.1121         0.162  first_trace        3
## 2616  0.1162005      109.1121         0.162  first_trace        3
## 2617  0.1162005      109.1121         0.162  first_trace        3
## 2618  0.1162005      109.1121         0.162  first_trace        3
## 2619  0.1162005      109.1121         0.162  first_trace        3
## 2620  0.1162005      109.1121         0.162  first_trace        3
## 2621  0.1162005      109.1121         0.162  first_trace        3
## 2622  0.1162005      109.1121         0.162  first_trace        3
## 2623  0.1162005      109.1121         0.162  first_trace        3
## 2624  0.1162005      109.1121         0.162  first_trace        3
## 2625  0.1162005      109.1121         0.162  first_trace        3
## 2626  0.1162005      109.1121         0.162  first_trace        3
## 2627  0.1162005      109.1121         0.162  first_trace        3
## 2628  0.1162005      109.1121         0.162  first_trace        3
## 2629  0.1162005      109.1121         0.162  first_trace        3
## 2630  0.1162005      109.1121         0.162  first_trace        3
## 2631  0.1162005      109.1121         0.162  first_trace        3
## 2632  0.1162005      109.1121         0.162  first_trace        3
## 2633  0.1162005      109.1121         0.162  first_trace        3
## 2634  0.1162005      109.1121         0.162  first_trace        3
## 2635  0.1162005      109.1121         0.162  first_trace        3
## 2636  0.1162005      109.1121         0.162  first_trace        3
## 2637  0.1162005      109.1121         0.162  first_trace        3
## 2638  0.1162005      109.1121         0.162  first_trace        3
## 2639  0.1162005      109.1121         0.162  first_trace        3
## 2640  0.1162005      109.1121         0.162  first_trace        3
## 2641  0.1162005      109.1121         0.162  first_trace        3
## 2642  0.1162005      109.1121         0.162  first_trace        3
## 2643  0.1162005      109.1121         0.162  first_trace        3
## 2644  0.1162005      109.1121         0.162  first_trace        3
## 2645  0.1162005      109.1121         0.162  first_trace        3
## 2646  0.1162005      109.1121         0.162  first_trace        3
## 2647  0.1162005      109.1121         0.162  first_trace        3
## 2648  0.1162005      109.1121         0.162  first_trace        3
## 2649  0.1162005      109.1121         0.162  first_trace        3
## 2650  0.1162005      109.1121         0.162  first_trace        3
## 2651  0.1162005      109.1121         0.162  first_trace        3
## 2652  0.1162005      109.1121         0.162  first_trace        3
## 2653  0.1162005      109.1121         0.162 second_trace        3
## 2654  0.1162005      109.1121         0.162 second_trace        3
## 2655  0.1162005      109.1121         0.162 second_trace        3
## 2656  0.1162005      109.1121         0.162 second_trace        3
## 2657  0.1162005      109.1121         0.162 second_trace        3
## 2658  0.1162005      109.1121         0.162 second_trace        3
## 2659  0.1162005      109.1121         0.162 second_trace        3
## 2660  0.1162005      109.1121         0.162 second_trace        3
## 2661  0.1162005      109.1121         0.162 second_trace        3
## 2662  0.1162005      109.1121         0.162 second_trace        3
## 2663  0.1162005      109.1121         0.162 second_trace        3
## 2664  0.1162005      109.1121         0.162 second_trace        3
## 2665  0.1162005      109.1121         0.162 second_trace        3
## 2666  0.1162005      109.1121         0.162 second_trace        3
## 2667  0.1162005      109.1121         0.162 second_trace        3
## 2668  0.1162005      109.1121         0.162 second_trace        3
## 2669  0.1162005      109.1121         0.162 second_trace        3
## 2670  0.1162005      109.1121         0.162 second_trace        3
## 2671  0.1162005      109.1121         0.162 second_trace        3
## 2672  0.1162005      109.1121         0.162 second_trace        3
## 2673  0.1162005      109.1121         0.162 second_trace        3
## 2674  0.1162005      109.1121         0.162 second_trace        3
## 2675  0.1162005      109.1121         0.162 second_trace        3
## 2676  0.1162005      109.1121         0.162 second_trace        3
## 2677  0.1162005      109.1121         0.162 second_trace        3
## 2678  0.1162005      109.1121         0.162 second_trace        3
## 2679  0.1162005      109.1121         0.162 second_trace        3
## 2680  0.1162005      109.1121         0.162 second_trace        3
## 2681  0.1162005      109.1121         0.162 second_trace        3
## 2682  0.1162005      109.1121         0.162 second_trace        3
## 2683  0.1162005      109.1121         0.162 second_trace        3
## 2684  0.1162005      109.1121         0.162 second_trace        3
## 2685  0.1162005      109.1121         0.162 second_trace        3
## 2686  0.1162005      109.1121         0.162 second_trace        3
## 2687  0.1162005      109.1121         0.162 second_trace        3
## 2688  0.1162005      109.1121         0.162 second_trace        3
## 2689  0.1162005      109.1121         0.162 second_trace        3
## 2690  0.1162005      109.1121         0.162 second_trace        3
## 2691  0.1162005      109.1121         0.162 second_trace        3
## 2692  0.1162005      109.1121         0.162 second_trace        3
## 2693  0.1162005      109.1121         0.162 second_trace        3
## 2694  0.1162005      109.1121         0.162 second_trace        3
## 2695  0.1162005      109.1121         0.162 second_trace        3
## 2696  0.1162005      109.1121         0.162 second_trace        3
## 2697  0.1162005      109.1121         0.162 second_trace        3
## 2698  0.1162005      109.1121         0.162 second_trace        3
## 2699  0.1162005      109.1121         0.162 second_trace        3
## 2700  0.1162005      109.1121         0.162 second_trace        3
## 2701  0.1162005      109.1121         0.162 second_trace        3
## 2702  0.1162005      109.1121         0.162 second_trace        3
##       param_index      loglik nfail trace_num   loglist.se
## 1               1          NA    NA        NA           NA
## 2               1   -869.0832     0         1           NA
## 3               1   -669.0413     0         2           NA
## 4               1   -649.4983     0         3           NA
## 5               1   -643.1247     0         4           NA
## 6               1   -638.5519     0         5           NA
## 7               1   -637.4615     0         6           NA
## 8               1   -637.3864     0         7           NA
## 9               1   -636.5961     0         8           NA
## 10              1   -636.6436     0         9           NA
## 11              1   -636.3189     0        10           NA
## 12              1   -636.4072     0        11           NA
## 13              1   -636.4405     0        12           NA
## 14              1   -636.0190     0        13           NA
## 15              1   -636.1065     0        14           NA
## 16              1   -636.0639     0        15           NA
## 17              1   -636.0955     0        16           NA
## 18              1   -635.7198     0        17           NA
## 19              1   -635.5419     0        18           NA
## 20              1   -635.6671     0        19           NA
## 21              1   -635.2280     0        20           NA
## 22              1   -635.5423     0        21           NA
## 23              1   -635.1255     0        22           NA
## 24              1   -635.1051     0        23           NA
## 25              1   -635.4918     0        24           NA
## 26              1   -635.2351     0        25           NA
## 27              1   -635.0628     0        26           NA
## 28              1   -635.1769     0        27           NA
## 29              1   -635.0026     0        28           NA
## 30              1   -635.1512     0        29           NA
## 31              1   -635.0183     0        30           NA
## 32              1   -634.7163     0        31           NA
## 33              1   -634.4876     0        32           NA
## 34              1   -634.7944     0        33           NA
## 35              1   -634.8424     0        34           NA
## 36              1   -634.7135     0        35           NA
## 37              1   -634.7926     0        36           NA
## 38              1   -634.5375     0        37           NA
## 39              1   -634.6556     0        38           NA
## 40              1   -634.6788     0        39           NA
## 41              1   -634.3006     0        40           NA
## 42              1   -634.3494     0        41           NA
## 43              1   -634.5890     0        42           NA
## 44              1   -634.3578     0        43           NA
## 45              1   -634.3796     0        44           NA
## 46              1   -634.0797     0        45           NA
## 47              1   -634.3860     0        46           NA
## 48              1   -634.0900     0        47           NA
## 49              1   -634.2761     0        48           NA
## 50              1   -634.2178     0        49           NA
## 51              1   -634.1434     0        50           NA
## 52              1          NA    NA        51           NA
## 53              1   -633.7826     0         1           NA
## 54              1   -635.4197     0         2           NA
## 55              1   -635.4633     0         3           NA
## 56              1   -635.7489     0         4           NA
## 57              1   -635.5065     0         5           NA
## 58              1   -635.5417     0         6           NA
## 59              1   -635.0139     0         7           NA
## 60              1   -635.3569     0         8           NA
## 61              1   -635.3589     0         9           NA
## 62              1   -635.1275     0        10           NA
## 63              1   -634.9985     0        11           NA
## 64              1   -634.9180     0        12           NA
## 65              1   -634.8765     0        13           NA
## 66              1   -634.7779     0        14           NA
## 67              1   -635.2587     0        15           NA
## 68              1   -634.7135     0        16           NA
## 69              1   -634.7755     0        17           NA
## 70              1   -634.7151     0        18           NA
## 71              1   -634.8593     0        19           NA
## 72              1   -634.6779     0        20           NA
## 73              1   -634.6213     0        21           NA
## 74              1   -634.5202     0        22           NA
## 75              1   -634.4231     0        23           NA
## 76              1   -634.5507     0        24           NA
## 77              1   -634.2816     0        25           NA
## 78              1   -634.3598     0        26           NA
## 79              1   -634.0976     0        27           NA
## 80              1   -634.4234     0        28           NA
## 81              1   -634.2944     0        29           NA
## 82              1   -634.2073     0        30           NA
## 83              1   -634.1569     0        31           NA
## 84              1   -634.0033     0        32           NA
## 85              1   -633.7245     0        33           NA
## 86              1   -633.5238     0        34           NA
## 87              1   -633.5141     0        35           NA
## 88              1   -633.7529     0        36           NA
## 89              1   -633.7594     0        37           NA
## 90              1   -633.8948     0        38           NA
## 91              1   -633.5911     0        39           NA
## 92              1   -633.7109     0        40           NA
## 93              1   -633.5895     0        41           NA
## 94              1   -633.5190     0        42           NA
## 95              1   -633.6328     0        43           NA
## 96              1   -633.4590     0        44           NA
## 97              1   -633.4419     0        45           NA
## 98              1   -633.5207     0        46           NA
## 99              1   -633.5002     0        47           NA
## 100             1   -633.4873     0        48           NA
## 101             1   -633.3886     0        49           NA
## 102             1   -633.3737     0        50           NA
## 103             1          NA    NA        51           NA
## 104             1   -629.9411    NA        NA 0.0054694381
## 105             2          NA    NA        NA           NA
## 106             2   -643.7265     0         1           NA
## 107             2   -644.9551     0         2           NA
## 108             2   -638.6021     0         3           NA
## 109             2   -636.6358     0         4           NA
## 110             2   -636.4415     0         5           NA
## 111             2   -636.5354     0         6           NA
## 112             2   -636.3078     0         7           NA
## 113             2   -636.1083     0         8           NA
## 114             2   -636.1614     0         9           NA
## 115             2   -635.8524     0        10           NA
## 116             2   -636.2335     0        11           NA
## 117             2   -635.6988     0        12           NA
## 118             2   -635.4522     0        13           NA
## 119             2   -635.1156     0        14           NA
## 120             2   -635.2513     0        15           NA
## 121             2   -635.0497     0        16           NA
## 122             2   -634.7870     0        17           NA
## 123             2   -634.8383     0        18           NA
## 124             2   -634.8016     0        19           NA
## 125             2   -634.8668     0        20           NA
## 126             2   -635.0953     0        21           NA
## 127             2   -634.5658     0        22           NA
## 128             2   -634.8495     0        23           NA
## 129             2   -634.6315     0        24           NA
## 130             2   -634.3571     0        25           NA
## 131             2   -634.5937     0        26           NA
## 132             2   -634.5633     0        27           NA
## 133             2   -634.2495     0        28           NA
## 134             2   -634.4866     0        29           NA
## 135             2   -634.0989     0        30           NA
## 136             2   -634.2996     0        31           NA
## 137             2   -634.0027     0        32           NA
## 138             2   -634.0338     0        33           NA
## 139             2   -633.8868     0        34           NA
## 140             2   -633.8076     0        35           NA
## 141             2   -634.0806     0        36           NA
## 142             2   -633.7427     0        37           NA
## 143             2   -633.7451     0        38           NA
## 144             2   -633.6579     0        39           NA
## 145             2   -633.7671     0        40           NA
## 146             2   -633.6100     0        41           NA
## 147             2   -633.4696     0        42           NA
## 148             2   -633.7000     0        43           NA
## 149             2   -633.7224     0        44           NA
## 150             2   -633.7553     0        45           NA
## 151             2   -633.5290     0        46           NA
## 152             2   -633.2614     0        47           NA
## 153             2   -633.1851     0        48           NA
## 154             2   -633.2105     0        49           NA
## 155             2   -633.3575     0        50           NA
## 156             2          NA    NA        51           NA
## 157             2   -633.0008     0         1           NA
## 158             2   -634.4757     0         2           NA
## 159             2   -634.8027     0         3           NA
## 160             2   -634.6526     0         4           NA
## 161             2   -635.1144     0         5           NA
## 162             2   -634.7963     0         6           NA
## 163             2   -634.6071     0         7           NA
## 164             2   -634.4836     0         8           NA
## 165             2   -634.8094     0         9           NA
## 166             2   -634.3502     0        10           NA
## 167             2   -634.7118     0        11           NA
## 168             2   -634.6921     0        12           NA
## 169             2   -634.4412     0        13           NA
## 170             2   -634.2125     0        14           NA
## 171             2   -634.3307     0        15           NA
## 172             2   -634.0553     0        16           NA
## 173             2   -634.1443     0        17           NA
## 174             2   -633.9897     0        18           NA
## 175             2   -634.2140     0        19           NA
## 176             2   -634.1553     0        20           NA
## 177             2   -634.0790     0        21           NA
## 178             2   -634.3056     0        22           NA
## 179             2   -634.1729     0        23           NA
## 180             2   -633.9861     0        24           NA
## 181             2   -633.9346     0        25           NA
## 182             2   -633.9421     0        26           NA
## 183             2   -633.7841     0        27           NA
## 184             2   -633.6805     0        28           NA
## 185             2   -633.7102     0        29           NA
## 186             2   -633.6468     0        30           NA
## 187             2   -633.4472     0        31           NA
## 188             2   -633.4263     0        32           NA
## 189             2   -633.6061     0        33           NA
## 190             2   -633.4721     0        34           NA
## 191             2   -633.6380     0        35           NA
## 192             2   -633.3527     0        36           NA
## 193             2   -633.3541     0        37           NA
## 194             2   -633.5410     0        38           NA
## 195             2   -633.1148     0        39           NA
## 196             2   -633.3859     0        40           NA
## 197             2   -633.3229     0        41           NA
## 198             2   -633.3547     0        42           NA
## 199             2   -633.1921     0        43           NA
## 200             2   -633.3256     0        44           NA
## 201             2   -633.0127     0        45           NA
## 202             2   -632.9175     0        46           NA
## 203             2   -632.9866     0        47           NA
## 204             2   -633.1779     0        48           NA
## 205             2   -632.9063     0        49           NA
## 206             2   -633.1863     0        50           NA
## 207             2          NA    NA        51           NA
## 208             2   -630.5526    NA        NA 0.0073736101
## 209             3          NA    NA        NA           NA
## 210             3  -3969.9969     0         1           NA
## 211             3   -899.1932     0         2           NA
## 212             3   -806.3544     0         3           NA
## 213             3   -748.8039     0         4           NA
## 214             3   -702.8813     0         5           NA
## 215             3   -691.8611     0         6           NA
## 216             3   -688.9567     0         7           NA
## 217             3   -680.3281     0         8           NA
## 218             3   -677.0466     0         9           NA
## 219             3   -672.0438     0        10           NA
## 220             3   -668.8746     0        11           NA
## 221             3   -662.9538     0        12           NA
## 222             3   -658.1114     0        13           NA
## 223             3   -654.3529     0        14           NA
## 224             3   -651.9459     0        15           NA
## 225             3   -648.8217     0        16           NA
## 226             3   -648.2974     0        17           NA
## 227             3   -646.6135     0        18           NA
## 228             3   -646.1337     0        19           NA
## 229             3   -645.6760     0        20           NA
## 230             3   -646.1125     0        21           NA
## 231             3   -646.5983     0        22           NA
## 232             3   -645.9866     0        23           NA
## 233             3   -646.1624     0        24           NA
## 234             3   -645.6003     0        25           NA
## 235             3   -646.5380     0        26           NA
## 236             3   -645.9304     0        27           NA
## 237             3   -645.7483     0        28           NA
## 238             3   -645.3986     0        29           NA
## 239             3   -645.6396     0        30           NA
## 240             3   -645.2537     0        31           NA
## 241             3   -645.2989     0        32           NA
## 242             3   -645.1490     0        33           NA
## 243             3   -644.8300     0        34           NA
## 244             3   -644.5006     0        35           NA
## 245             3   -645.1543     0        36           NA
## 246             3   -644.8072     0        37           NA
## 247             3   -644.8590     0        38           NA
## 248             3   -645.1808     0        39           NA
## 249             3   -644.3607     0        40           NA
## 250             3   -644.5016     0        41           NA
## 251             3   -643.9862     0        42           NA
## 252             3   -644.4196     0        43           NA
## 253             3   -644.4951     0        44           NA
## 254             3   -644.8080     0        45           NA
## 255             3   -644.0693     0        46           NA
## 256             3   -643.9666     0        47           NA
## 257             3   -643.9445     0        48           NA
## 258             3   -643.9047     0        49           NA
## 259             3   -643.9147     0        50           NA
## 260             3          NA    NA        51           NA
## 261             3   -643.2892     0         1           NA
## 262             3   -645.5664     0         2           NA
## 263             3   -645.6565     0         3           NA
## 264             3   -645.7946     0         4           NA
## 265             3   -645.3223     0         5           NA
## 266             3   -645.6127     0         6           NA
## 267             3   -645.3756     0         7           NA
## 268             3   -645.3346     0         8           NA
## 269             3   -645.5693     0         9           NA
## 270             3   -644.9492     0        10           NA
## 271             3   -645.1353     0        11           NA
## 272             3   -645.1033     0        12           NA
## 273             3   -644.9666     0        13           NA
## 274             3   -644.8984     0        14           NA
## 275             3   -644.7377     0        15           NA
## 276             3   -644.7437     0        16           NA
## 277             3   -645.6453     0        17           NA
## 278             3   -644.9460     0        18           NA
## 279             3   -644.1741     0        19           NA
## 280             3   -644.5279     0        20           NA
## 281             3   -644.8912     0        21           NA
## 282             3   -644.5859     0        22           NA
## 283             3   -644.5895     0        23           NA
## 284             3   -644.5265     0        24           NA
## 285             3   -644.0410     0        25           NA
## 286             3   -644.4292     0        26           NA
## 287             3   -643.8596     0        27           NA
## 288             3   -643.8683     0        28           NA
## 289             3   -643.8667     0        29           NA
## 290             3   -643.1182     0        30           NA
## 291             3   -643.9867     0        31           NA
## 292             3   -643.6758     0        32           NA
## 293             3   -643.4214     0        33           NA
## 294             3   -643.8101     0        34           NA
## 295             3   -643.1844     0        35           NA
## 296             3   -643.4181     0        36           NA
## 297             3   -643.0926     0        37           NA
## 298             3   -643.2144     0        38           NA
## 299             3   -643.4919     0        39           NA
## 300             3   -643.6214     0        40           NA
## 301             3   -643.1884     0        41           NA
## 302             3   -643.2602     0        42           NA
## 303             3   -643.0231     0        43           NA
## 304             3   -642.8378     0        44           NA
## 305             3   -642.8967     0        45           NA
## 306             3   -642.7630     0        46           NA
## 307             3   -642.8349     0        47           NA
## 308             3   -642.6173     0        48           NA
## 309             3   -642.5582     0        49           NA
## 310             3   -642.4858     0        50           NA
## 311             3          NA    NA        51           NA
## 312             3   -641.9290    NA        NA 0.0093613347
## 313             4          NA    NA        NA           NA
## 314             4  -5677.5947     0         1           NA
## 315             4   -760.8366     0         2           NA
## 316             4   -741.1633     0         3           NA
## 317             4   -740.4562     0         4           NA
## 318             4   -741.6887     0         5           NA
## 319             4   -736.4735     0         6           NA
## 320             4   -729.9107     0         7           NA
## 321             4   -728.4163     0         8           NA
## 322             4   -723.2369     0         9           NA
## 323             4   -716.9047     0        10           NA
## 324             4   -701.3239     0        11           NA
## 325             4   -694.2071     0        12           NA
## 326             4   -674.3661     0        13           NA
## 327             4   -659.8365     0        14           NA
## 328             4   -646.5018     0        15           NA
## 329             4   -639.3003     0        16           NA
## 330             4   -638.6047     0        17           NA
## 331             4   -638.3957     0        18           NA
## 332             4   -637.8927     0        19           NA
## 333             4   -637.9766     0        20           NA
## 334             4   -637.5016     0        21           NA
## 335             4   -637.4561     0        22           NA
## 336             4   -637.3204     0        23           NA
## 337             4   -637.2781     0        24           NA
## 338             4   -637.2740     0        25           NA
## 339             4   -636.9388     0        26           NA
## 340             4   -637.1260     0        27           NA
## 341             4   -636.8573     0        28           NA
## 342             4   -636.5131     0        29           NA
## 343             4   -636.5581     0        30           NA
## 344             4   -636.5771     0        31           NA
## 345             4   -636.5493     0        32           NA
## 346             4   -636.3395     0        33           NA
## 347             4   -636.0567     0        34           NA
## 348             4   -636.2277     0        35           NA
## 349             4   -635.6159     0        36           NA
## 350             4   -635.8829     0        37           NA
## 351             4   -636.0539     0        38           NA
## 352             4   -636.0625     0        39           NA
## 353             4   -635.6857     0        40           NA
## 354             4   -635.7121     0        41           NA
## 355             4   -635.8413     0        42           NA
## 356             4   -635.5603     0        43           NA
## 357             4   -635.6199     0        44           NA
## 358             4   -635.5984     0        45           NA
## 359             4   -635.4585     0        46           NA
## 360             4   -635.5691     0        47           NA
## 361             4   -635.4994     0        48           NA
## 362             4   -635.4489     0        49           NA
## 363             4   -635.4326     0        50           NA
## 364             4          NA    NA        51           NA
## 365             4   -634.8762     0         1           NA
## 366             4   -636.7383     0         2           NA
## 367             4   -636.8969     0         3           NA
## 368             4   -636.0473     0         4           NA
## 369             4   -636.2943     0         5           NA
## 370             4   -635.8856     0         6           NA
## 371             4   -636.5818     0         7           NA
## 372             4   -636.3826     0         8           NA
## 373             4   -636.2128     0         9           NA
## 374             4   -636.0231     0        10           NA
## 375             4   -636.0401     0        11           NA
## 376             4   -636.0182     0        12           NA
## 377             4   -635.9944     0        13           NA
## 378             4   -635.8083     0        14           NA
## 379             4   -635.7212     0        15           NA
## 380             4   -635.6412     0        16           NA
## 381             4   -635.4253     0        17           NA
## 382             4   -635.2918     0        18           NA
## 383             4   -635.4810     0        19           NA
## 384             4   -635.3219     0        20           NA
## 385             4   -635.3690     0        21           NA
## 386             4   -635.3781     0        22           NA
## 387             4   -635.1988     0        23           NA
## 388             4   -635.3331     0        24           NA
## 389             4   -635.3193     0        25           NA
## 390             4   -635.3066     0        26           NA
## 391             4   -635.2473     0        27           NA
## 392             4   -635.1070     0        28           NA
## 393             4   -635.0023     0        29           NA
## 394             4   -634.5276     0        30           NA
## 395             4   -634.3374     0        31           NA
## 396             4   -634.6163     0        32           NA
## 397             4   -634.9346     0        33           NA
## 398             4   -634.5767     0        34           NA
## 399             4   -634.3925     0        35           NA
## 400             4   -634.6297     0        36           NA
## 401             4   -634.4954     0        37           NA
## 402             4   -634.4078     0        38           NA
## 403             4   -634.1057     0        39           NA
## 404             4   -634.4434     0        40           NA
## 405             4   -634.1843     0        41           NA
## 406             4   -634.3591     0        42           NA
## 407             4   -634.2482     0        43           NA
## 408             4   -634.3718     0        44           NA
## 409             4   -633.9214     0        45           NA
## 410             4   -634.0824     0        46           NA
## 411             4   -633.9497     0        47           NA
## 412             4   -633.9265     0        48           NA
## 413             4   -633.7725     0        49           NA
## 414             4   -633.7340     0        50           NA
## 415             4          NA    NA        51           NA
## 416             4   -630.4133    NA        NA 0.0089149411
## 417             5          NA    NA        NA           NA
## 418             5  -1391.5015     0         1           NA
## 419             5   -652.5421     0         2           NA
## 420             5   -639.3474     0         3           NA
## 421             5   -638.7872     0         4           NA
## 422             5   -638.6993     0         5           NA
## 423             5   -638.4354     0         6           NA
## 424             5   -638.3273     0         7           NA
## 425             5   -638.6788     0         8           NA
## 426             5   -638.5427     0         9           NA
## 427             5   -638.3507     0        10           NA
## 428             5   -638.1111     0        11           NA
## 429             5   -638.4009     0        12           NA
## 430             5   -638.0124     0        13           NA
## 431             5   -638.0187     0        14           NA
## 432             5   -637.7003     0        15           NA
## 433             5   -637.7855     0        16           NA
## 434             5   -637.7721     0        17           NA
## 435             5   -637.8016     0        18           NA
## 436             5   -637.5416     0        19           NA
## 437             5   -637.5293     0        20           NA
## 438             5   -637.6825     0        21           NA
## 439             5   -637.7680     0        22           NA
## 440             5   -637.2148     0        23           NA
## 441             5   -637.4803     0        24           NA
## 442             5   -637.2960     0        25           NA
## 443             5   -637.3058     0        26           NA
## 444             5   -637.0832     0        27           NA
## 445             5   -637.2462     0        28           NA
## 446             5   -637.0799     0        29           NA
## 447             5   -636.8009     0        30           NA
## 448             5   -636.6854     0        31           NA
## 449             5   -636.9241     0        32           NA
## 450             5   -636.3670     0        33           NA
## 451             5   -636.4408     0        34           NA
## 452             5   -636.4644     0        35           NA
## 453             5   -636.4089     0        36           NA
## 454             5   -636.3292     0        37           NA
## 455             5   -636.0511     0        38           NA
## 456             5   -636.2273     0        39           NA
## 457             5   -635.8805     0        40           NA
## 458             5   -635.9114     0        41           NA
## 459             5   -635.9480     0        42           NA
## 460             5   -635.9519     0        43           NA
## 461             5   -635.6380     0        44           NA
## 462             5   -635.4721     0        45           NA
## 463             5   -635.4931     0        46           NA
## 464             5   -635.4907     0        47           NA
## 465             5   -635.4369     0        48           NA
## 466             5   -635.3269     0        49           NA
## 467             5   -635.3841     0        50           NA
## 468             5          NA    NA        51           NA
## 469             5   -634.8669     0         1           NA
## 470             5   -636.8065     0         2           NA
## 471             5   -636.7814     0         3           NA
## 472             5   -636.5593     0         4           NA
## 473             5   -636.5943     0         5           NA
## 474             5   -636.5092     0         6           NA
## 475             5   -636.7060     0         7           NA
## 476             5   -636.4128     0         8           NA
## 477             5   -636.4019     0         9           NA
## 478             5   -636.4121     0        10           NA
## 479             5   -636.1277     0        11           NA
## 480             5   -636.0993     0        12           NA
## 481             5   -636.3593     0        13           NA
## 482             5   -635.8836     0        14           NA
## 483             5   -635.8518     0        15           NA
## 484             5   -635.4635     0        16           NA
## 485             5   -635.2239     0        17           NA
## 486             5   -635.2584     0        18           NA
## 487             5   -635.6232     0        19           NA
## 488             5   -634.8114     0        20           NA
## 489             5   -634.9688     0        21           NA
## 490             5   -635.1116     0        22           NA
## 491             5   -635.0838     0        23           NA
## 492             5   -635.2405     0        24           NA
## 493             5   -634.7079     0        25           NA
## 494             5   -634.6062     0        26           NA
## 495             5   -634.3321     0        27           NA
## 496             5   -634.3174     0        28           NA
## 497             5   -634.3143     0        29           NA
## 498             5   -634.5231     0        30           NA
## 499             5   -634.5559     0        31           NA
## 500             5   -634.3234     0        32           NA
## 501             5   -634.2888     0        33           NA
## 502             5   -634.4131     0        34           NA
## 503             5   -634.1622     0        35           NA
## 504             5   -634.0600     0        36           NA
## 505             5   -634.1457     0        37           NA
## 506             5   -633.8891     0        38           NA
## 507             5   -633.9989     0        39           NA
## 508             5   -633.9291     0        40           NA
## 509             5   -633.9345     0        41           NA
## 510             5   -633.9506     0        42           NA
## 511             5   -634.0207     0        43           NA
## 512             5   -633.6369     0        44           NA
## 513             5   -633.6103     0        45           NA
## 514             5   -633.7138     0        46           NA
## 515             5   -633.5211     0        47           NA
## 516             5   -633.5883     0        48           NA
## 517             5   -633.5497     0        49           NA
## 518             5   -633.7083     0        50           NA
## 519             5          NA    NA        51           NA
## 520             5   -630.3502    NA        NA 0.0113445277
## 521             6          NA    NA        NA           NA
## 522             6   -779.5722     0         1           NA
## 523             6   -724.9805     0         2           NA
## 524             6   -706.4240     0         3           NA
## 525             6   -702.2322     0         4           NA
## 526             6   -678.9820     0         5           NA
## 527             6   -660.9802     0         6           NA
## 528             6   -648.6413     0         7           NA
## 529             6   -641.2113     0         8           NA
## 530             6   -638.3203     0         9           NA
## 531             6   -637.1797     0        10           NA
## 532             6   -636.6189     0        11           NA
## 533             6   -636.7314     0        12           NA
## 534             6   -636.2553     0        13           NA
## 535             6   -635.9751     0        14           NA
## 536             6   -636.1278     0        15           NA
## 537             6   -635.8259     0        16           NA
## 538             6   -635.7947     0        17           NA
## 539             6   -635.6543     0        18           NA
## 540             6   -635.3076     0        19           NA
## 541             6   -635.1312     0        20           NA
## 542             6   -634.7341     0        21           NA
## 543             6   -635.0288     0        22           NA
## 544             6   -635.2268     0        23           NA
## 545             6   -634.9990     0        24           NA
## 546             6   -635.1809     0        25           NA
## 547             6   -635.1281     0        26           NA
## 548             6   -634.8057     0        27           NA
## 549             6   -634.8950     0        28           NA
## 550             6   -634.4440     0        29           NA
## 551             6   -634.4968     0        30           NA
## 552             6   -634.4265     0        31           NA
## 553             6   -634.1378     0        32           NA
## 554             6   -634.4812     0        33           NA
## 555             6   -634.3662     0        34           NA
## 556             6   -634.4157     0        35           NA
## 557             6   -633.9075     0        36           NA
## 558             6   -634.0972     0        37           NA
## 559             6   -634.0282     0        38           NA
## 560             6   -634.2077     0        39           NA
## 561             6   -634.0051     0        40           NA
## 562             6   -633.7842     0        41           NA
## 563             6   -633.6622     0        42           NA
## 564             6   -633.8084     0        43           NA
## 565             6   -633.5050     0        44           NA
## 566             6   -633.7499     0        45           NA
## 567             6   -633.5364     0        46           NA
## 568             6   -633.4919     0        47           NA
## 569             6   -633.5326     0        48           NA
## 570             6   -633.3467     0        49           NA
## 571             6   -633.2193     0        50           NA
## 572             6          NA    NA        51           NA
## 573             6   -632.9638     0         1           NA
## 574             6   -634.3840     0         2           NA
## 575             6   -634.6041     0         3           NA
## 576             6   -634.3927     0         4           NA
## 577             6   -634.5836     0         5           NA
## 578             6   -634.4997     0         6           NA
## 579             6   -634.7729     0         7           NA
## 580             6   -634.5553     0         8           NA
## 581             6   -634.6907     0         9           NA
## 582             6   -634.1040     0        10           NA
## 583             6   -634.3681     0        11           NA
## 584             6   -634.4549     0        12           NA
## 585             6   -634.4263     0        13           NA
## 586             6   -634.0470     0        14           NA
## 587             6   -634.1473     0        15           NA
## 588             6   -634.3566     0        16           NA
## 589             6   -634.2358     0        17           NA
## 590             6   -634.1883     0        18           NA
## 591             6   -634.1831     0        19           NA
## 592             6   -634.2201     0        20           NA
## 593             6   -633.9541     0        21           NA
## 594             6   -633.7916     0        22           NA
## 595             6   -633.9138     0        23           NA
## 596             6   -634.3202     0        24           NA
## 597             6   -634.0614     0        25           NA
## 598             6   -633.8325     0        26           NA
## 599             6   -633.9466     0        27           NA
## 600             6   -633.8123     0        28           NA
## 601             6   -633.7487     0        29           NA
## 602             6   -633.9504     0        30           NA
## 603             6   -633.7903     0        31           NA
## 604             6   -633.4884     0        32           NA
## 605             6   -633.6684     0        33           NA
## 606             6   -633.6239     0        34           NA
## 607             6   -633.1750     0        35           NA
## 608             6   -633.1796     0        36           NA
## 609             6   -633.2103     0        37           NA
## 610             6   -633.2251     0        38           NA
## 611             6   -633.1848     0        39           NA
## 612             6   -633.2186     0        40           NA
## 613             6   -633.1699     0        41           NA
## 614             6   -633.1995     0        42           NA
## 615             6   -633.1416     0        43           NA
## 616             6   -633.1818     0        44           NA
## 617             6   -633.1580     0        45           NA
## 618             6   -633.0338     0        46           NA
## 619             6   -633.0035     0        47           NA
## 620             6   -633.0044     0        48           NA
## 621             6   -633.0963     0        49           NA
## 622             6   -632.8548     0        50           NA
## 623             6          NA    NA        51           NA
## 624             6   -629.6798    NA        NA 0.0063864029
## 625             7          NA    NA        NA           NA
## 626             7        -Inf     6         1           NA
## 627             7  -1424.8885     0         2           NA
## 628             7  -1253.5636     0         3           NA
## 629             7  -1110.5013     0         4           NA
## 630             7   -942.7254     0         5           NA
## 631             7   -794.5012     0         6           NA
## 632             7   -700.0858     0         7           NA
## 633             7   -655.8729     0         8           NA
## 634             7   -646.0748     0         9           NA
## 635             7   -645.0811     0        10           NA
## 636             7   -644.4155     0        11           NA
## 637             7   -643.8809     0        12           NA
## 638             7   -643.9655     0        13           NA
## 639             7   -643.8930     0        14           NA
## 640             7   -643.7196     0        15           NA
## 641             7   -643.6103     0        16           NA
## 642             7   -643.8113     0        17           NA
## 643             7   -643.5110     0        18           NA
## 644             7   -643.6340     0        19           NA
## 645             7   -643.8461     0        20           NA
## 646             7   -643.1108     0        21           NA
## 647             7   -643.8158     0        22           NA
## 648             7   -643.3395     0        23           NA
## 649             7   -643.4954     0        24           NA
## 650             7   -643.3779     0        25           NA
## 651             7   -643.5212     0        26           NA
## 652             7   -642.9338     0        27           NA
## 653             7   -642.9191     0        28           NA
## 654             7   -642.5839     0        29           NA
## 655             7   -643.2753     0        30           NA
## 656             7   -642.6318     0        31           NA
## 657             7   -643.1885     0        32           NA
## 658             7   -642.2401     0        33           NA
## 659             7   -642.4294     0        34           NA
## 660             7   -642.5504     0        35           NA
## 661             7   -642.3880     0        36           NA
## 662             7   -642.4004     0        37           NA
## 663             7   -642.0420     0        38           NA
## 664             7   -641.9671     0        39           NA
## 665             7   -641.8994     0        40           NA
## 666             7   -642.2413     0        41           NA
## 667             7   -641.6774     0        42           NA
## 668             7   -642.2917     0        43           NA
## 669             7   -641.5813     0        44           NA
## 670             7   -641.8285     0        45           NA
## 671             7   -641.5857     0        46           NA
## 672             7   -641.4348     0        47           NA
## 673             7   -641.3916     0        48           NA
## 674             7   -641.2403     0        49           NA
## 675             7   -641.1850     0        50           NA
## 676             7          NA    NA        51           NA
## 677             7   -640.2603     0         1           NA
## 678             7   -642.0270     0         2           NA
## 679             7   -642.1686     0         3           NA
## 680             7   -643.0936     0         4           NA
## 681             7   -642.7369     0         5           NA
## 682             7   -641.9954     0         6           NA
## 683             7   -641.8838     0         7           NA
## 684             7   -642.4085     0         8           NA
## 685             7   -642.2117     0         9           NA
## 686             7   -641.9217     0        10           NA
## 687             7   -642.3585     0        11           NA
## 688             7   -641.9626     0        12           NA
## 689             7   -642.0130     0        13           NA
## 690             7   -641.6532     0        14           NA
## 691             7   -641.3703     0        15           NA
## 692             7   -641.6324     0        16           NA
## 693             7   -641.5864     0        17           NA
## 694             7   -641.4906     0        18           NA
## 695             7   -641.2908     0        19           NA
## 696             7   -641.0914     0        20           NA
## 697             7   -641.5020     0        21           NA
## 698             7   -641.1741     0        22           NA
## 699             7   -640.9138     0        23           NA
## 700             7   -640.9409     0        24           NA
## 701             7   -640.8550     0        25           NA
## 702             7   -640.5342     0        26           NA
## 703             7   -640.7731     0        27           NA
## 704             7   -641.3690     0        28           NA
## 705             7   -640.6980     0        29           NA
## 706             7   -640.5396     0        30           NA
## 707             7   -640.9111     0        31           NA
## 708             7   -640.6028     0        32           NA
## 709             7   -640.2859     0        33           NA
## 710             7   -640.2185     0        34           NA
## 711             7   -640.3130     0        35           NA
## 712             7   -640.2715     0        36           NA
## 713             7   -640.4074     0        37           NA
## 714             7   -640.0329     0        38           NA
## 715             7   -639.4926     0        39           NA
## 716             7   -640.2239     0        40           NA
## 717             7   -640.1459     0        41           NA
## 718             7   -640.0529     0        42           NA
## 719             7   -639.8283     0        43           NA
## 720             7   -639.5672     0        44           NA
## 721             7   -639.7547     0        45           NA
## 722             7   -639.5015     0        46           NA
## 723             7   -639.6215     0        47           NA
## 724             7   -639.6062     0        48           NA
## 725             7   -639.4982     0        49           NA
## 726             7   -639.2805     0        50           NA
## 727             7          NA    NA        51           NA
## 728             7   -636.0403    NA        NA 0.0052953841
## 729             8          NA    NA        NA           NA
## 730             8   -829.4008     0         1           NA
## 731             8   -720.9167     0         2           NA
## 732             8   -699.0774     0         3           NA
## 733             8   -691.4314     0         4           NA
## 734             8   -671.8224     0         5           NA
## 735             8   -660.1031     0         6           NA
## 736             8   -650.0125     0         7           NA
## 737             8   -646.2605     0         8           NA
## 738             8   -644.3319     0         9           NA
## 739             8   -644.1679     0        10           NA
## 740             8   -644.0121     0        11           NA
## 741             8   -642.9081     0        12           NA
## 742             8   -642.1874     0        13           NA
## 743             8   -642.4972     0        14           NA
## 744             8   -642.0103     0        15           NA
## 745             8   -642.0914     0        16           NA
## 746             8   -642.3365     0        17           NA
## 747             8   -642.1544     0        18           NA
## 748             8   -641.8041     0        19           NA
## 749             8   -641.3863     0        20           NA
## 750             8   -641.7279     0        21           NA
## 751             8   -642.0257     0        22           NA
## 752             8   -641.5744     0        23           NA
## 753             8   -641.6032     0        24           NA
## 754             8   -641.5993     0        25           NA
## 755             8   -640.9961     0        26           NA
## 756             8   -641.3462     0        27           NA
## 757             8   -640.6739     0        28           NA
## 758             8   -641.5999     0        29           NA
## 759             8   -640.9773     0        30           NA
## 760             8   -640.6027     0        31           NA
## 761             8   -641.1366     0        32           NA
## 762             8   -640.8064     0        33           NA
## 763             8   -640.5377     0        34           NA
## 764             8   -640.8325     0        35           NA
## 765             8   -640.7665     0        36           NA
## 766             8   -641.2218     0        37           NA
## 767             8   -640.3161     0        38           NA
## 768             8   -640.4647     0        39           NA
## 769             8   -640.5575     0        40           NA
## 770             8   -639.9095     0        41           NA
## 771             8   -639.9740     0        42           NA
## 772             8   -640.2289     0        43           NA
## 773             8   -640.0100     0        44           NA
## 774             8   -639.9676     0        45           NA
## 775             8   -640.2711     0        46           NA
## 776             8   -639.7706     0        47           NA
## 777             8   -639.6077     0        48           NA
## 778             8   -639.9562     0        49           NA
## 779             8   -639.6748     0        50           NA
## 780             8          NA    NA        51           NA
## 781             8   -639.4544     0         1           NA
## 782             8   -640.6916     0         2           NA
## 783             8   -641.5898     0         3           NA
## 784             8   -640.6820     0         4           NA
## 785             8   -640.9258     0         5           NA
## 786             8   -641.1869     0         6           NA
## 787             8   -640.6271     0         7           NA
## 788             8   -640.8392     0         8           NA
## 789             8   -640.7352     0         9           NA
## 790             8   -640.5463     0        10           NA
## 791             8   -640.5984     0        11           NA
## 792             8   -640.5546     0        12           NA
## 793             8   -640.3789     0        13           NA
## 794             8   -640.1571     0        14           NA
## 795             8   -640.7363     0        15           NA
## 796             8   -640.0559     0        16           NA
## 797             8   -639.6564     0        17           NA
## 798             8   -639.9789     0        18           NA
## 799             8   -640.0320     0        19           NA
## 800             8   -639.8420     0        20           NA
## 801             8   -639.5333     0        21           NA
## 802             8   -638.5153     0        22           NA
## 803             8   -639.4777     0        23           NA
## 804             8   -639.4182     0        24           NA
## 805             8   -639.5042     0        25           NA
## 806             8   -639.2911     0        26           NA
## 807             8   -639.3362     0        27           NA
## 808             8   -638.9831     0        28           NA
## 809             8   -639.0349     0        29           NA
## 810             8   -638.4257     0        30           NA
## 811             8   -638.9068     0        31           NA
## 812             8   -639.0724     0        32           NA
## 813             8   -638.9930     0        33           NA
## 814             8   -639.2091     0        34           NA
## 815             8   -638.6530     0        35           NA
## 816             8   -638.2808     0        36           NA
## 817             8   -638.6495     0        37           NA
## 818             8   -638.3710     0        38           NA
## 819             8   -638.0428     0        39           NA
## 820             8   -638.0226     0        40           NA
## 821             8   -638.0412     0        41           NA
## 822             8   -638.5185     0        42           NA
## 823             8   -638.1252     0        43           NA
## 824             8   -637.7435     0        44           NA
## 825             8   -638.2883     0        45           NA
## 826             8   -638.0548     0        46           NA
## 827             8   -637.5716     0        47           NA
## 828             8   -638.1216     0        48           NA
## 829             8   -637.7358     0        49           NA
## 830             8   -637.7340     0        50           NA
## 831             8          NA    NA        51           NA
## 832             8   -634.2655    NA        NA 0.0080080851
## 833             9          NA    NA        NA           NA
## 834             9  -7750.8841     0         1           NA
## 835             9   -949.5377     0         2           NA
## 836             9   -798.4630     0         3           NA
## 837             9   -747.7437     0         4           NA
## 838             9   -728.2600     0         5           NA
## 839             9   -705.0091     0         6           NA
## 840             9   -680.6646     0         7           NA
## 841             9   -665.5665     0         8           NA
## 842             9   -655.7394     0         9           NA
## 843             9   -649.5025     0        10           NA
## 844             9   -644.1999     0        11           NA
## 845             9   -642.1131     0        12           NA
## 846             9   -642.0896     0        13           NA
## 847             9   -641.4720     0        14           NA
## 848             9   -641.5613     0        15           NA
## 849             9   -641.8700     0        16           NA
## 850             9   -641.0404     0        17           NA
## 851             9   -640.9644     0        18           NA
## 852             9   -640.8782     0        19           NA
## 853             9   -640.6124     0        20           NA
## 854             9   -640.2616     0        21           NA
## 855             9   -640.6047     0        22           NA
## 856             9   -640.3455     0        23           NA
## 857             9   -640.1985     0        24           NA
## 858             9   -639.9699     0        25           NA
## 859             9   -639.9620     0        26           NA
## 860             9   -640.2033     0        27           NA
## 861             9   -639.8244     0        28           NA
## 862             9   -639.7288     0        29           NA
## 863             9   -639.9007     0        30           NA
## 864             9   -639.8672     0        31           NA
## 865             9   -639.8002     0        32           NA
## 866             9   -639.4545     0        33           NA
## 867             9   -639.3734     0        34           NA
## 868             9   -640.0070     0        35           NA
## 869             9   -639.1677     0        36           NA
## 870             9   -639.4071     0        37           NA
## 871             9   -639.6106     0        38           NA
## 872             9   -639.0062     0        39           NA
## 873             9   -639.4465     0        40           NA
## 874             9   -639.4549     0        41           NA
## 875             9   -638.9859     0        42           NA
## 876             9   -639.0270     0        43           NA
## 877             9   -639.0134     0        44           NA
## 878             9   -638.9234     0        45           NA
## 879             9   -638.5658     0        46           NA
## 880             9   -638.1027     0        47           NA
## 881             9   -638.5855     0        48           NA
## 882             9   -638.5025     0        49           NA
## 883             9   -638.6302     0        50           NA
## 884             9          NA    NA        51           NA
## 885             9   -637.7552     0         1           NA
## 886             9   -639.8500     0         2           NA
## 887             9   -639.7076     0         3           NA
## 888             9   -639.9898     0         4           NA
## 889             9   -639.8927     0         5           NA
## 890             9   -639.6690     0         6           NA
## 891             9   -639.7011     0         7           NA
## 892             9   -639.4787     0         8           NA
## 893             9   -639.5244     0         9           NA
## 894             9   -639.5300     0        10           NA
## 895             9   -638.9029     0        11           NA
## 896             9   -638.9400     0        12           NA
## 897             9   -639.2731     0        13           NA
## 898             9   -639.3068     0        14           NA
## 899             9   -639.0815     0        15           NA
## 900             9   -638.7923     0        16           NA
## 901             9   -638.5251     0        17           NA
## 902             9   -639.2297     0        18           NA
## 903             9   -638.6184     0        19           NA
## 904             9   -638.4793     0        20           NA
## 905             9   -637.9793     0        21           NA
## 906             9   -638.1095     0        22           NA
## 907             9   -638.1463     0        23           NA
## 908             9   -638.3187     0        24           NA
## 909             9   -638.1058     0        25           NA
## 910             9   -637.6624     0        26           NA
## 911             9   -638.0618     0        27           NA
## 912             9   -637.8245     0        28           NA
## 913             9   -637.3875     0        29           NA
## 914             9   -637.5532     0        30           NA
## 915             9   -637.5916     0        31           NA
## 916             9   -637.3757     0        32           NA
## 917             9   -637.2045     0        33           NA
## 918             9   -637.1438     0        34           NA
## 919             9   -637.2642     0        35           NA
## 920             9   -637.2344     0        36           NA
## 921             9   -637.1552     0        37           NA
## 922             9   -637.0903     0        38           NA
## 923             9   -637.1901     0        39           NA
## 924             9   -637.1100     0        40           NA
## 925             9   -637.1473     0        41           NA
## 926             9   -636.9539     0        42           NA
## 927             9   -636.9808     0        43           NA
## 928             9   -636.7559     0        44           NA
## 929             9   -636.6397     0        45           NA
## 930             9   -636.5326     0        46           NA
## 931             9   -636.7237     0        47           NA
## 932             9   -636.7411     0        48           NA
## 933             9   -636.3037     0        49           NA
## 934             9   -636.1735     0        50           NA
## 935             9          NA    NA        51           NA
## 936             9   -632.7986    NA        NA 0.0075769496
## 937            10          NA    NA        NA           NA
## 938            10  -1075.6789     0         1           NA
## 939            10   -689.3023     0         2           NA
## 940            10   -643.3950     0         3           NA
## 941            10   -639.2492     0         4           NA
## 942            10   -638.7946     0         5           NA
## 943            10   -639.2871     0         6           NA
## 944            10   -638.9087     0         7           NA
## 945            10   -638.2933     0         8           NA
## 946            10   -637.8289     0         9           NA
## 947            10   -637.8780     0        10           NA
## 948            10   -637.8262     0        11           NA
## 949            10   -637.5937     0        12           NA
## 950            10   -637.5378     0        13           NA
## 951            10   -637.5291     0        14           NA
## 952            10   -637.4995     0        15           NA
## 953            10   -637.3985     0        16           NA
## 954            10   -636.8162     0        17           NA
## 955            10   -635.9819     0        18           NA
## 956            10   -636.6204     0        19           NA
## 957            10   -636.6133     0        20           NA
## 958            10   -636.8761     0        21           NA
## 959            10   -636.7963     0        22           NA
## 960            10   -636.4397     0        23           NA
## 961            10   -637.1352     0        24           NA
## 962            10   -636.1893     0        25           NA
## 963            10   -636.0946     0        26           NA
## 964            10   -636.0192     0        27           NA
## 965            10   -636.3077     0        28           NA
## 966            10   -636.1773     0        29           NA
## 967            10   -635.9226     0        30           NA
## 968            10   -636.3785     0        31           NA
## 969            10   -635.9086     0        32           NA
## 970            10   -636.1387     0        33           NA
## 971            10   -635.9050     0        34           NA
## 972            10   -635.7549     0        35           NA
## 973            10   -635.8188     0        36           NA
## 974            10   -635.5048     0        37           NA
## 975            10   -635.7956     0        38           NA
## 976            10   -635.8006     0        39           NA
## 977            10   -635.6286     0        40           NA
## 978            10   -635.3665     0        41           NA
## 979            10   -635.2892     0        42           NA
## 980            10   -635.3177     0        43           NA
## 981            10   -635.2624     0        44           NA
## 982            10   -634.9394     0        45           NA
## 983            10   -634.8740     0        46           NA
## 984            10   -634.8952     0        47           NA
## 985            10   -634.6646     0        48           NA
## 986            10   -634.7267     0        49           NA
## 987            10   -634.8064     0        50           NA
## 988            10          NA    NA        51           NA
## 989            10   -634.2647     0         1           NA
## 990            10   -635.9981     0         2           NA
## 991            10   -636.0789     0         3           NA
## 992            10   -635.8114     0         4           NA
## 993            10   -636.1498     0         5           NA
## 994            10   -635.9785     0         6           NA
## 995            10   -636.0300     0         7           NA
## 996            10   -636.2797     0         8           NA
## 997            10   -636.1643     0         9           NA
## 998            10   -635.6629     0        10           NA
## 999            10   -635.4101     0        11           NA
## 1000           10   -635.6337     0        12           NA
## 1001           10   -635.4065     0        13           NA
## 1002           10   -635.3378     0        14           NA
## 1003           10   -635.1524     0        15           NA
## 1004           10   -635.1167     0        16           NA
## 1005           10   -634.9651     0        17           NA
## 1006           10   -634.9316     0        18           NA
## 1007           10   -634.9115     0        19           NA
## 1008           10   -634.7323     0        20           NA
## 1009           10   -634.4739     0        21           NA
## 1010           10   -634.7804     0        22           NA
## 1011           10   -634.3556     0        23           NA
## 1012           10   -634.3971     0        24           NA
## 1013           10   -634.8724     0        25           NA
## 1014           10   -634.4104     0        26           NA
## 1015           10   -634.5682     0        27           NA
## 1016           10   -634.4846     0        28           NA
## 1017           10   -634.1365     0        29           NA
## 1018           10   -634.1983     0        30           NA
## 1019           10   -634.1125     0        31           NA
## 1020           10   -634.1657     0        32           NA
## 1021           10   -634.0566     0        33           NA
## 1022           10   -634.0543     0        34           NA
## 1023           10   -633.9724     0        35           NA
## 1024           10   -633.9649     0        36           NA
## 1025           10   -633.9000     0        37           NA
## 1026           10   -634.1706     0        38           NA
## 1027           10   -634.0651     0        39           NA
## 1028           10   -633.9172     0        40           NA
## 1029           10   -634.0386     0        41           NA
## 1030           10   -633.5914     0        42           NA
## 1031           10   -633.6161     0        43           NA
## 1032           10   -633.4971     0        44           NA
## 1033           10   -633.5165     0        45           NA
## 1034           10   -633.4894     0        46           NA
## 1035           10   -633.4605     0        47           NA
## 1036           10   -633.4629     0        48           NA
## 1037           10   -633.2148     0        49           NA
## 1038           10   -633.1528     0        50           NA
## 1039           10          NA    NA        51           NA
## 1040           10   -630.9357    NA        NA 0.0145476933
## 1041           11          NA    NA        NA           NA
## 1042           11  -1757.8221     0         1           NA
## 1043           11   -706.3120     0         2           NA
## 1044           11   -671.2363     0         3           NA
## 1045           11   -664.2647     0         4           NA
## 1046           11   -656.3310     0         5           NA
## 1047           11   -647.6811     0         6           NA
## 1048           11   -642.5041     0         7           NA
## 1049           11   -640.9575     0         8           NA
## 1050           11   -640.1965     0         9           NA
## 1051           11   -639.8793     0        10           NA
## 1052           11   -639.2330     0        11           NA
## 1053           11   -638.4953     0        12           NA
## 1054           11   -638.6637     0        13           NA
## 1055           11   -638.5620     0        14           NA
## 1056           11   -638.4646     0        15           NA
## 1057           11   -638.5400     0        16           NA
## 1058           11   -638.0396     0        17           NA
## 1059           11   -638.1589     0        18           NA
## 1060           11   -637.6737     0        19           NA
## 1061           11   -637.7401     0        20           NA
## 1062           11   -637.6182     0        21           NA
## 1063           11   -637.2069     0        22           NA
## 1064           11   -637.7531     0        23           NA
## 1065           11   -637.1270     0        24           NA
## 1066           11   -637.1896     0        25           NA
## 1067           11   -636.7352     0        26           NA
## 1068           11   -636.9540     0        27           NA
## 1069           11   -636.4278     0        28           NA
## 1070           11   -636.3224     0        29           NA
## 1071           11   -636.6977     0        30           NA
## 1072           11   -636.4686     0        31           NA
## 1073           11   -636.7830     0        32           NA
## 1074           11   -636.3647     0        33           NA
## 1075           11   -636.1631     0        34           NA
## 1076           11   -636.1497     0        35           NA
## 1077           11   -636.3146     0        36           NA
## 1078           11   -636.4289     0        37           NA
## 1079           11   -635.9855     0        38           NA
## 1080           11   -635.7514     0        39           NA
## 1081           11   -635.8841     0        40           NA
## 1082           11   -635.8182     0        41           NA
## 1083           11   -635.8543     0        42           NA
## 1084           11   -635.6932     0        43           NA
## 1085           11   -635.2344     0        44           NA
## 1086           11   -635.3183     0        45           NA
## 1087           11   -635.4110     0        46           NA
## 1088           11   -635.3184     0        47           NA
## 1089           11   -635.6114     0        48           NA
## 1090           11   -635.2896     0        49           NA
## 1091           11   -635.1512     0        50           NA
## 1092           11          NA    NA        51           NA
## 1093           11   -634.8130     0         1           NA
## 1094           11   -636.4530     0         2           NA
## 1095           11   -636.7282     0         3           NA
## 1096           11   -636.5553     0         4           NA
## 1097           11   -637.0326     0         5           NA
## 1098           11   -636.6921     0         6           NA
## 1099           11   -636.6573     0         7           NA
## 1100           11   -636.3032     0         8           NA
## 1101           11   -636.5725     0         9           NA
## 1102           11   -636.7012     0        10           NA
## 1103           11   -636.4520     0        11           NA
## 1104           11   -636.0921     0        12           NA
## 1105           11   -636.1480     0        13           NA
## 1106           11   -636.0172     0        14           NA
## 1107           11   -635.8995     0        15           NA
## 1108           11   -635.5528     0        16           NA
## 1109           11   -635.2588     0        17           NA
## 1110           11   -635.8338     0        18           NA
## 1111           11   -635.9154     0        19           NA
## 1112           11   -635.7482     0        20           NA
## 1113           11   -635.8031     0        21           NA
## 1114           11   -635.9339     0        22           NA
## 1115           11   -635.4417     0        23           NA
## 1116           11   -635.4967     0        24           NA
## 1117           11   -635.4890     0        25           NA
## 1118           11   -635.5678     0        26           NA
## 1119           11   -635.3268     0        27           NA
## 1120           11   -635.1173     0        28           NA
## 1121           11   -634.9809     0        29           NA
## 1122           11   -635.2157     0        30           NA
## 1123           11   -634.6985     0        31           NA
## 1124           11   -634.9023     0        32           NA
## 1125           11   -634.5994     0        33           NA
## 1126           11   -634.6822     0        34           NA
## 1127           11   -634.7880     0        35           NA
## 1128           11   -634.5574     0        36           NA
## 1129           11   -634.4076     0        37           NA
## 1130           11   -634.3824     0        38           NA
## 1131           11   -634.2212     0        39           NA
## 1132           11   -634.4332     0        40           NA
## 1133           11   -634.0976     0        41           NA
## 1134           11   -633.9953     0        42           NA
## 1135           11   -634.0754     0        43           NA
## 1136           11   -634.0623     0        44           NA
## 1137           11   -634.1962     0        45           NA
## 1138           11   -633.9460     0        46           NA
## 1139           11   -633.8969     0        47           NA
## 1140           11   -633.8832     0        48           NA
## 1141           11   -633.8447     0        49           NA
## 1142           11   -633.6170     0        50           NA
## 1143           11          NA    NA        51           NA
## 1144           11   -630.1520    NA        NA 0.0104933248
## 1145           12          NA    NA        NA           NA
## 1146           12   -748.6576     0         1           NA
## 1147           12   -743.1653     0         2           NA
## 1148           12   -744.0749     0         3           NA
## 1149           12   -736.6029     0         4           NA
## 1150           12   -718.1370     0         5           NA
## 1151           12   -699.7783     0         6           NA
## 1152           12   -696.0387     0         7           NA
## 1153           12   -675.8349     0         8           NA
## 1154           12   -664.8138     0         9           NA
## 1155           12   -655.7439     0        10           NA
## 1156           12   -653.2942     0        11           NA
## 1157           12   -648.9027     0        12           NA
## 1158           12   -648.8182     0        13           NA
## 1159           12   -646.4338     0        14           NA
## 1160           12   -645.9196     0        15           NA
## 1161           12   -645.7619     0        16           NA
## 1162           12   -644.6470     0        17           NA
## 1163           12   -644.4259     0        18           NA
## 1164           12   -644.0837     0        19           NA
## 1165           12   -643.0546     0        20           NA
## 1166           12   -643.0672     0        21           NA
## 1167           12   -642.5844     0        22           NA
## 1168           12   -641.9162     0        23           NA
## 1169           12   -641.3466     0        24           NA
## 1170           12   -640.7414     0        25           NA
## 1171           12   -640.7307     0        26           NA
## 1172           12   -640.6861     0        27           NA
## 1173           12   -641.0320     0        28           NA
## 1174           12   -640.1305     0        29           NA
## 1175           12   -640.3237     0        30           NA
## 1176           12   -640.1779     0        31           NA
## 1177           12   -639.2726     0        32           NA
## 1178           12   -639.6313     0        33           NA
## 1179           12   -639.8172     0        34           NA
## 1180           12   -639.6953     0        35           NA
## 1181           12   -639.2109     0        36           NA
## 1182           12   -639.0905     0        37           NA
## 1183           12   -639.3705     0        38           NA
## 1184           12   -638.9740     0        39           NA
## 1185           12   -639.2222     0        40           NA
## 1186           12   -639.4447     0        41           NA
## 1187           12   -638.9822     0        42           NA
## 1188           12   -638.7816     0        43           NA
## 1189           12   -638.4038     0        44           NA
## 1190           12   -638.4146     0        45           NA
## 1191           12   -638.3587     0        46           NA
## 1192           12   -638.0324     0        47           NA
## 1193           12   -638.0613     0        48           NA
## 1194           12   -638.3437     0        49           NA
## 1195           12   -638.2257     0        50           NA
## 1196           12          NA    NA        51           NA
## 1197           12   -637.6010     0         1           NA
## 1198           12   -638.8957     0         2           NA
## 1199           12   -639.0288     0         3           NA
## 1200           12   -638.4333     0         4           NA
## 1201           12   -638.7594     0         5           NA
## 1202           12   -638.4277     0         6           NA
## 1203           12   -638.9231     0         7           NA
## 1204           12   -638.6656     0         8           NA
## 1205           12   -638.3429     0         9           NA
## 1206           12   -639.0277     0        10           NA
## 1207           12   -638.3438     0        11           NA
## 1208           12   -638.2291     0        12           NA
## 1209           12   -638.0732     0        13           NA
## 1210           12   -637.9510     0        14           NA
## 1211           12   -637.7218     0        15           NA
## 1212           12   -637.8786     0        16           NA
## 1213           12   -637.7174     0        17           NA
## 1214           12   -637.5892     0        18           NA
## 1215           12   -636.9786     0        19           NA
## 1216           12   -637.0610     0        20           NA
## 1217           12   -636.8506     0        21           NA
## 1218           12   -637.0084     0        22           NA
## 1219           12   -636.5851     0        23           NA
## 1220           12   -636.6956     0        24           NA
## 1221           12   -636.6359     0        25           NA
## 1222           12   -636.4869     0        26           NA
## 1223           12   -636.3088     0        27           NA
## 1224           12   -635.8125     0        28           NA
## 1225           12   -636.1839     0        29           NA
## 1226           12   -635.7563     0        30           NA
## 1227           12   -636.1021     0        31           NA
## 1228           12   -635.4724     0        32           NA
## 1229           12   -635.4795     0        33           NA
## 1230           12   -635.4826     0        34           NA
## 1231           12   -635.5053     0        35           NA
## 1232           12   -635.5319     0        36           NA
## 1233           12   -635.1655     0        37           NA
## 1234           12   -635.1379     0        38           NA
## 1235           12   -634.9537     0        39           NA
## 1236           12   -634.9854     0        40           NA
## 1237           12   -634.9040     0        41           NA
## 1238           12   -635.0563     0        42           NA
## 1239           12   -635.0674     0        43           NA
## 1240           12   -634.8311     0        44           NA
## 1241           12   -634.6426     0        45           NA
## 1242           12   -634.6087     0        46           NA
## 1243           12   -634.6350     0        47           NA
## 1244           12   -634.6831     0        48           NA
## 1245           12   -634.4991     0        49           NA
## 1246           12   -634.3759     0        50           NA
## 1247           12          NA    NA        51           NA
## 1248           12   -631.0532    NA        NA 0.0082022055
## 1249           13          NA    NA        NA           NA
## 1250           13   -768.3609     0         1           NA
## 1251           13   -751.7646     0         2           NA
## 1252           13   -742.7348     0         3           NA
## 1253           13   -741.3398     0         4           NA
## 1254           13   -740.2333     0         5           NA
## 1255           13   -738.5080     0         6           NA
## 1256           13   -730.0793     0         7           NA
## 1257           13   -710.6772     0         8           NA
## 1258           13   -707.3554     0         9           NA
## 1259           13   -704.7975     0        10           NA
## 1260           13   -701.5535     0        11           NA
## 1261           13   -700.9645     0        12           NA
## 1262           13   -699.0464     0        13           NA
## 1263           13   -700.1125     0        14           NA
## 1264           13   -698.8558     0        15           NA
## 1265           13   -699.8427     0        16           NA
## 1266           13   -698.4807     0        17           NA
## 1267           13   -695.8258     0        18           NA
## 1268           13   -694.2617     0        19           NA
## 1269           13   -694.0936     0        20           NA
## 1270           13   -692.6217     0        21           NA
## 1271           13   -690.5288     0        22           NA
## 1272           13   -686.7851     0        23           NA
## 1273           13   -685.6741     0        24           NA
## 1274           13   -685.7515     0        25           NA
## 1275           13   -683.3865     0        26           NA
## 1276           13   -682.7341     0        27           NA
## 1277           13   -680.6692     0        28           NA
## 1278           13   -678.6242     0        29           NA
## 1279           13   -675.3132     0        30           NA
## 1280           13   -672.0805     0        31           NA
## 1281           13   -668.7810     0        32           NA
## 1282           13   -666.1300     0        33           NA
## 1283           13   -662.4611     0        34           NA
## 1284           13   -660.2315     0        35           NA
## 1285           13   -657.2904     0        36           NA
## 1286           13   -653.9229     0        37           NA
## 1287           13   -651.2754     0        38           NA
## 1288           13   -650.2546     0        39           NA
## 1289           13   -648.1512     0        40           NA
## 1290           13   -647.2994     0        41           NA
## 1291           13   -645.8829     0        42           NA
## 1292           13   -645.5112     0        43           NA
## 1293           13   -645.5167     0        44           NA
## 1294           13   -645.0895     0        45           NA
## 1295           13   -644.4715     0        46           NA
## 1296           13   -644.3288     0        47           NA
## 1297           13   -644.5777     0        48           NA
## 1298           13   -644.2530     0        49           NA
## 1299           13   -644.5588     0        50           NA
## 1300           13          NA    NA        51           NA
## 1301           13   -643.3170     0         1           NA
## 1302           13   -645.5541     0         2           NA
## 1303           13   -645.7655     0         3           NA
## 1304           13   -646.0718     0         4           NA
## 1305           13   -645.8143     0         5           NA
## 1306           13   -645.0864     0         6           NA
## 1307           13   -645.4085     0         7           NA
## 1308           13   -645.6589     0         8           NA
## 1309           13   -645.3065     0         9           NA
## 1310           13   -645.5703     0        10           NA
## 1311           13   -645.3729     0        11           NA
## 1312           13   -645.7257     0        12           NA
## 1313           13   -645.3553     0        13           NA
## 1314           13   -645.3434     0        14           NA
## 1315           13   -645.1384     0        15           NA
## 1316           13   -645.5262     0        16           NA
## 1317           13   -645.3346     0        17           NA
## 1318           13   -645.5385     0        18           NA
## 1319           13   -645.9570     0        19           NA
## 1320           13   -645.3798     0        20           NA
## 1321           13   -645.5554     0        21           NA
## 1322           13   -644.9996     0        22           NA
## 1323           13   -644.2861     0        23           NA
## 1324           13   -645.0419     0        24           NA
## 1325           13   -645.3615     0        25           NA
## 1326           13   -644.8109     0        26           NA
## 1327           13   -644.7874     0        27           NA
## 1328           13   -645.0184     0        28           NA
## 1329           13   -644.8916     0        29           NA
## 1330           13   -645.6242     0        30           NA
## 1331           13   -644.1841     0        31           NA
## 1332           13   -644.7057     0        32           NA
## 1333           13   -644.3109     0        33           NA
## 1334           13   -644.3747     0        34           NA
## 1335           13   -644.1949     0        35           NA
## 1336           13   -644.4561     0        36           NA
## 1337           13   -644.2246     0        37           NA
## 1338           13   -644.0328     0        38           NA
## 1339           13   -643.7344     0        39           NA
## 1340           13   -643.8616     0        40           NA
## 1341           13   -644.5221     0        41           NA
## 1342           13   -643.9466     0        42           NA
## 1343           13   -643.9477     0        43           NA
## 1344           13   -643.7751     0        44           NA
## 1345           13   -643.7208     0        45           NA
## 1346           13   -644.1371     0        46           NA
## 1347           13   -643.7021     0        47           NA
## 1348           13   -643.7845     0        48           NA
## 1349           13   -643.1514     0        49           NA
## 1350           13   -643.5225     0        50           NA
## 1351           13          NA    NA        51           NA
## 1352           13   -639.9094    NA        NA 0.0088497266
## 1353           14          NA    NA        NA           NA
## 1354           14   -744.8552     0         1           NA
## 1355           14   -712.2219     0         2           NA
## 1356           14   -699.1084     0         3           NA
## 1357           14   -675.5870     0         4           NA
## 1358           14   -657.2073     0         5           NA
## 1359           14   -641.8862     0         6           NA
## 1360           14   -638.8568     0         7           NA
## 1361           14   -637.8333     0         8           NA
## 1362           14   -637.4752     0         9           NA
## 1363           14   -636.9300     0        10           NA
## 1364           14   -636.8137     0        11           NA
## 1365           14   -636.5442     0        12           NA
## 1366           14   -636.7281     0        13           NA
## 1367           14   -636.3315     0        14           NA
## 1368           14   -636.1368     0        15           NA
## 1369           14   -635.9728     0        16           NA
## 1370           14   -635.7632     0        17           NA
## 1371           14   -635.6358     0        18           NA
## 1372           14   -635.7475     0        19           NA
## 1373           14   -635.6104     0        20           NA
## 1374           14   -635.7407     0        21           NA
## 1375           14   -635.1021     0        22           NA
## 1376           14   -635.2766     0        23           NA
## 1377           14   -635.0792     0        24           NA
## 1378           14   -635.1368     0        25           NA
## 1379           14   -635.4558     0        26           NA
## 1380           14   -635.0604     0        27           NA
## 1381           14   -635.2213     0        28           NA
## 1382           14   -634.9033     0        29           NA
## 1383           14   -634.9313     0        30           NA
## 1384           14   -634.7291     0        31           NA
## 1385           14   -634.9717     0        32           NA
## 1386           14   -634.7138     0        33           NA
## 1387           14   -634.9992     0        34           NA
## 1388           14   -634.8964     0        35           NA
## 1389           14   -634.4971     0        36           NA
## 1390           14   -634.5276     0        37           NA
## 1391           14   -634.6913     0        38           NA
## 1392           14   -634.7415     0        39           NA
## 1393           14   -634.5356     0        40           NA
## 1394           14   -634.3581     0        41           NA
## 1395           14   -634.3503     0        42           NA
## 1396           14   -634.1728     0        43           NA
## 1397           14   -634.1625     0        44           NA
## 1398           14   -634.1666     0        45           NA
## 1399           14   -634.0904     0        46           NA
## 1400           14   -634.1202     0        47           NA
## 1401           14   -633.9029     0        48           NA
## 1402           14   -634.4105     0        49           NA
## 1403           14   -634.0903     0        50           NA
## 1404           14          NA    NA        51           NA
## 1405           14   -633.5297     0         1           NA
## 1406           14   -635.1514     0         2           NA
## 1407           14   -635.5313     0         3           NA
## 1408           14   -635.5711     0         4           NA
## 1409           14   -635.2800     0         5           NA
## 1410           14   -635.0737     0         6           NA
## 1411           14   -635.5813     0         7           NA
## 1412           14   -635.0897     0         8           NA
## 1413           14   -635.2631     0         9           NA
## 1414           14   -634.9956     0        10           NA
## 1415           14   -634.9571     0        11           NA
## 1416           14   -635.1135     0        12           NA
## 1417           14   -635.0382     0        13           NA
## 1418           14   -634.8786     0        14           NA
## 1419           14   -634.9612     0        15           NA
## 1420           14   -634.8863     0        16           NA
## 1421           14   -634.8216     0        17           NA
## 1422           14   -634.7517     0        18           NA
## 1423           14   -634.5754     0        19           NA
## 1424           14   -634.1889     0        20           NA
## 1425           14   -634.1729     0        21           NA
## 1426           14   -634.2099     0        22           NA
## 1427           14   -634.0058     0        23           NA
## 1428           14   -634.0999     0        24           NA
## 1429           14   -633.9657     0        25           NA
## 1430           14   -633.8780     0        26           NA
## 1431           14   -633.9635     0        27           NA
## 1432           14   -633.8926     0        28           NA
## 1433           14   -634.0955     0        29           NA
## 1434           14   -633.9939     0        30           NA
## 1435           14   -634.1183     0        31           NA
## 1436           14   -633.9004     0        32           NA
## 1437           14   -633.8040     0        33           NA
## 1438           14   -634.2447     0        34           NA
## 1439           14   -633.8424     0        35           NA
## 1440           14   -633.7113     0        36           NA
## 1441           14   -633.6147     0        37           NA
## 1442           14   -633.5818     0        38           NA
## 1443           14   -633.2222     0        39           NA
## 1444           14   -633.5250     0        40           NA
## 1445           14   -633.4956     0        41           NA
## 1446           14   -633.4184     0        42           NA
## 1447           14   -633.2977     0        43           NA
## 1448           14   -633.1546     0        44           NA
## 1449           14   -633.1442     0        45           NA
## 1450           14   -633.2847     0        46           NA
## 1451           14   -633.3452     0        47           NA
## 1452           14   -633.2188     0        48           NA
## 1453           14   -633.0006     0        49           NA
## 1454           14   -633.1535     0        50           NA
## 1455           14          NA    NA        51           NA
## 1456           14   -629.9468    NA        NA 0.0074327424
## 1457           15          NA    NA        NA           NA
## 1458           15        -Inf    73         1           NA
## 1459           15        -Inf    73         2           NA
## 1460           15        -Inf    73         3           NA
## 1461           15        -Inf    73         4           NA
## 1462           15        -Inf    72         5           NA
## 1463           15        -Inf    72         6           NA
## 1464           15        -Inf    72         7           NA
## 1465           15        -Inf     2         8           NA
## 1466           15  -1148.2390     0         9           NA
## 1467           15   -956.3490     0        10           NA
## 1468           15   -807.9157     0        11           NA
## 1469           15   -747.5605     0        12           NA
## 1470           15   -730.6043     0        13           NA
## 1471           15   -721.4979     0        14           NA
## 1472           15   -701.6555     0        15           NA
## 1473           15   -680.4307     0        16           NA
## 1474           15   -660.4550     0        17           NA
## 1475           15   -647.9681     0        18           NA
## 1476           15   -641.1226     0        19           NA
## 1477           15   -638.7222     0        20           NA
## 1478           15   -637.6421     0        21           NA
## 1479           15   -637.1795     0        22           NA
## 1480           15   -636.8819     0        23           NA
## 1481           15   -636.5112     0        24           NA
## 1482           15   -636.5088     0        25           NA
## 1483           15   -635.9945     0        26           NA
## 1484           15   -635.9496     0        27           NA
## 1485           15   -635.7721     0        28           NA
## 1486           15   -635.8903     0        29           NA
## 1487           15   -636.3767     0        30           NA
## 1488           15   -635.9229     0        31           NA
## 1489           15   -635.9298     0        32           NA
## 1490           15   -635.7678     0        33           NA
## 1491           15   -635.8876     0        34           NA
## 1492           15   -635.5072     0        35           NA
## 1493           15   -635.5647     0        36           NA
## 1494           15   -635.5343     0        37           NA
## 1495           15   -635.4340     0        38           NA
## 1496           15   -635.3022     0        39           NA
## 1497           15   -635.2941     0        40           NA
## 1498           15   -635.0256     0        41           NA
## 1499           15   -634.8355     0        42           NA
## 1500           15   -634.8580     0        43           NA
## 1501           15   -634.6893     0        44           NA
## 1502           15   -634.6563     0        45           NA
## 1503           15   -634.6330     0        46           NA
## 1504           15   -634.6387     0        47           NA
## 1505           15   -634.7558     0        48           NA
## 1506           15   -634.5292     0        49           NA
## 1507           15   -634.4174     0        50           NA
## 1508           15          NA    NA        51           NA
## 1509           15   -634.0937     0         1           NA
## 1510           15   -635.9385     0         2           NA
## 1511           15   -635.6065     0         3           NA
## 1512           15   -636.0842     0         4           NA
## 1513           15   -635.9548     0         5           NA
## 1514           15   -635.9541     0         6           NA
## 1515           15   -635.9879     0         7           NA
## 1516           15   -635.8258     0         8           NA
## 1517           15   -635.6360     0         9           NA
## 1518           15   -635.5635     0        10           NA
## 1519           15   -635.4585     0        11           NA
## 1520           15   -635.5626     0        12           NA
## 1521           15   -635.3569     0        13           NA
## 1522           15   -635.1599     0        14           NA
## 1523           15   -635.1884     0        15           NA
## 1524           15   -635.2721     0        16           NA
## 1525           15   -635.3907     0        17           NA
## 1526           15   -634.7624     0        18           NA
## 1527           15   -634.5703     0        19           NA
## 1528           15   -634.6457     0        20           NA
## 1529           15   -634.6587     0        21           NA
## 1530           15   -634.9191     0        22           NA
## 1531           15   -634.5887     0        23           NA
## 1532           15   -634.7470     0        24           NA
## 1533           15   -634.7430     0        25           NA
## 1534           15   -634.2703     0        26           NA
## 1535           15   -634.2898     0        27           NA
## 1536           15   -634.2470     0        28           NA
## 1537           15   -634.3423     0        29           NA
## 1538           15   -634.0989     0        30           NA
## 1539           15   -634.1576     0        31           NA
## 1540           15   -633.9673     0        32           NA
## 1541           15   -633.9197     0        33           NA
## 1542           15   -633.9595     0        34           NA
## 1543           15   -634.1531     0        35           NA
## 1544           15   -633.9322     0        36           NA
## 1545           15   -633.7482     0        37           NA
## 1546           15   -633.9520     0        38           NA
## 1547           15   -634.0309     0        39           NA
## 1548           15   -634.0565     0        40           NA
## 1549           15   -633.6960     0        41           NA
## 1550           15   -633.5804     0        42           NA
## 1551           15   -633.4965     0        43           NA
## 1552           15   -633.5571     0        44           NA
## 1553           15   -633.8666     0        45           NA
## 1554           15   -633.4414     0        46           NA
## 1555           15   -633.5660     0        47           NA
## 1556           15   -633.4846     0        48           NA
## 1557           15   -633.5871     0        49           NA
## 1558           15   -633.4288     0        50           NA
## 1559           15          NA    NA        51           NA
## 1560           15   -630.0150    NA        NA 0.0087170841
## 1561           16          NA    NA        NA           NA
## 1562           16  -1090.7431     0         1           NA
## 1563           16   -720.5772     0         2           NA
## 1564           16   -746.1761     0         3           NA
## 1565           16   -719.6667     0         4           NA
## 1566           16   -709.5249     0         5           NA
## 1567           16   -691.9173     0         6           NA
## 1568           16   -678.0795     0         7           NA
## 1569           16   -654.8542     0         8           NA
## 1570           16   -646.5614     0         9           NA
## 1571           16   -644.3489     0        10           NA
## 1572           16   -642.6086     0        11           NA
## 1573           16   -641.4067     0        12           NA
## 1574           16   -640.3553     0        13           NA
## 1575           16   -639.6496     0        14           NA
## 1576           16   -638.6644     0        15           NA
## 1577           16   -638.6811     0        16           NA
## 1578           16   -638.7389     0        17           NA
## 1579           16   -638.7374     0        18           NA
## 1580           16   -638.0470     0        19           NA
## 1581           16   -638.0996     0        20           NA
## 1582           16   -637.4679     0        21           NA
## 1583           16   -637.7554     0        22           NA
## 1584           16   -637.2598     0        23           NA
## 1585           16   -638.0492     0        24           NA
## 1586           16   -637.5969     0        25           NA
## 1587           16   -637.5342     0        26           NA
## 1588           16   -637.2746     0        27           NA
## 1589           16   -637.4879     0        28           NA
## 1590           16   -637.3133     0        29           NA
## 1591           16   -636.9883     0        30           NA
## 1592           16   -637.2475     0        31           NA
## 1593           16   -637.4331     0        32           NA
## 1594           16   -637.1327     0        33           NA
## 1595           16   -636.5673     0        34           NA
## 1596           16   -636.6262     0        35           NA
## 1597           16   -636.9189     0        36           NA
## 1598           16   -636.8014     0        37           NA
## 1599           16   -636.8874     0        38           NA
## 1600           16   -636.3045     0        39           NA
## 1601           16   -636.2282     0        40           NA
## 1602           16   -636.5371     0        41           NA
## 1603           16   -636.3876     0        42           NA
## 1604           16   -636.1759     0        43           NA
## 1605           16   -636.1929     0        44           NA
## 1606           16   -636.3702     0        45           NA
## 1607           16   -636.1613     0        46           NA
## 1608           16   -635.7688     0        47           NA
## 1609           16   -635.9289     0        48           NA
## 1610           16   -636.1241     0        49           NA
## 1611           16   -635.8217     0        50           NA
## 1612           16          NA    NA        51           NA
## 1613           16   -635.3164     0         1           NA
## 1614           16   -636.7348     0         2           NA
## 1615           16   -637.0412     0         3           NA
## 1616           16   -636.6370     0         4           NA
## 1617           16   -636.9754     0         5           NA
## 1618           16   -636.9313     0         6           NA
## 1619           16   -636.9035     0         7           NA
## 1620           16   -636.9005     0         8           NA
## 1621           16   -636.4424     0         9           NA
## 1622           16   -636.4068     0        10           NA
## 1623           16   -637.1048     0        11           NA
## 1624           16   -636.7405     0        12           NA
## 1625           16   -635.9396     0        13           NA
## 1626           16   -636.5087     0        14           NA
## 1627           16   -636.2917     0        15           NA
## 1628           16   -636.4659     0        16           NA
## 1629           16   -636.3664     0        17           NA
## 1630           16   -636.2277     0        18           NA
## 1631           16   -636.1860     0        19           NA
## 1632           16   -636.3541     0        20           NA
## 1633           16   -636.0862     0        21           NA
## 1634           16   -635.7479     0        22           NA
## 1635           16   -636.0623     0        23           NA
## 1636           16   -635.9456     0        24           NA
## 1637           16   -636.0229     0        25           NA
## 1638           16   -635.2985     0        26           NA
## 1639           16   -635.5858     0        27           NA
## 1640           16   -635.6668     0        28           NA
## 1641           16   -635.6753     0        29           NA
## 1642           16   -635.3934     0        30           NA
## 1643           16   -635.5311     0        31           NA
## 1644           16   -635.4018     0        32           NA
## 1645           16   -635.1926     0        33           NA
## 1646           16   -635.2769     0        34           NA
## 1647           16   -635.2398     0        35           NA
## 1648           16   -634.8989     0        36           NA
## 1649           16   -634.7554     0        37           NA
## 1650           16   -634.8741     0        38           NA
## 1651           16   -635.0243     0        39           NA
## 1652           16   -635.0831     0        40           NA
## 1653           16   -634.8925     0        41           NA
## 1654           16   -634.6773     0        42           NA
## 1655           16   -634.8633     0        43           NA
## 1656           16   -634.6798     0        44           NA
## 1657           16   -634.5762     0        45           NA
## 1658           16   -634.5310     0        46           NA
## 1659           16   -634.5596     0        47           NA
## 1660           16   -634.3217     0        48           NA
## 1661           16   -633.8278     0        49           NA
## 1662           16   -634.0263     0        50           NA
## 1663           16          NA    NA        51           NA
## 1664           16   -630.6721    NA        NA 0.0094998703
## 1665           17          NA    NA        NA           NA
## 1666           17   -993.5631     0         1           NA
## 1667           17   -691.8062     0         2           NA
## 1668           17   -685.3468     0         3           NA
## 1669           17   -661.9801     0         4           NA
## 1670           17   -649.7246     0         5           NA
## 1671           17   -644.0679     0         6           NA
## 1672           17   -642.2996     0         7           NA
## 1673           17   -641.4760     0         8           NA
## 1674           17   -641.0189     0         9           NA
## 1675           17   -641.4899     0        10           NA
## 1676           17   -641.1471     0        11           NA
## 1677           17   -640.6132     0        12           NA
## 1678           17   -640.7788     0        13           NA
## 1679           17   -640.7507     0        14           NA
## 1680           17   -640.5461     0        15           NA
## 1681           17   -640.4425     0        16           NA
## 1682           17   -639.6418     0        17           NA
## 1683           17   -639.6946     0        18           NA
## 1684           17   -640.1227     0        19           NA
## 1685           17   -639.2518     0        20           NA
## 1686           17   -639.5616     0        21           NA
## 1687           17   -638.9978     0        22           NA
## 1688           17   -638.8693     0        23           NA
## 1689           17   -639.6091     0        24           NA
## 1690           17   -639.6105     0        25           NA
## 1691           17   -639.2270     0        26           NA
## 1692           17   -639.2742     0        27           NA
## 1693           17   -639.1102     0        28           NA
## 1694           17   -638.9259     0        29           NA
## 1695           17   -638.9230     0        30           NA
## 1696           17   -638.8201     0        31           NA
## 1697           17   -638.8524     0        32           NA
## 1698           17   -638.8093     0        33           NA
## 1699           17   -638.5350     0        34           NA
## 1700           17   -638.5455     0        35           NA
## 1701           17   -638.8237     0        36           NA
## 1702           17   -638.5061     0        37           NA
## 1703           17   -638.0333     0        38           NA
## 1704           17   -638.4441     0        39           NA
## 1705           17   -638.1710     0        40           NA
## 1706           17   -638.0427     0        41           NA
## 1707           17   -638.2215     0        42           NA
## 1708           17   -638.0596     0        43           NA
## 1709           17   -638.0081     0        44           NA
## 1710           17   -637.9130     0        45           NA
## 1711           17   -637.6986     0        46           NA
## 1712           17   -637.7248     0        47           NA
## 1713           17   -637.7890     0        48           NA
## 1714           17   -637.4305     0        49           NA
## 1715           17   -637.7479     0        50           NA
## 1716           17          NA    NA        51           NA
## 1717           17   -637.1636     0         1           NA
## 1718           17   -638.9771     0         2           NA
## 1719           17   -639.3257     0         3           NA
## 1720           17   -639.4003     0         4           NA
## 1721           17   -638.7827     0         5           NA
## 1722           17   -638.7119     0         6           NA
## 1723           17   -638.8480     0         7           NA
## 1724           17   -638.6093     0         8           NA
## 1725           17   -637.8396     0         9           NA
## 1726           17   -638.4114     0        10           NA
## 1727           17   -638.5866     0        11           NA
## 1728           17   -638.7536     0        12           NA
## 1729           17   -638.7983     0        13           NA
## 1730           17   -638.7668     0        14           NA
## 1731           17   -637.7955     0        15           NA
## 1732           17   -638.1157     0        16           NA
## 1733           17   -637.9708     0        17           NA
## 1734           17   -638.0984     0        18           NA
## 1735           17   -638.0628     0        19           NA
## 1736           17   -637.8926     0        20           NA
## 1737           17   -637.7438     0        21           NA
## 1738           17   -637.9495     0        22           NA
## 1739           17   -638.1198     0        23           NA
## 1740           17   -637.2805     0        24           NA
## 1741           17   -637.3748     0        25           NA
## 1742           17   -637.7493     0        26           NA
## 1743           17   -637.1356     0        27           NA
## 1744           17   -637.4114     0        28           NA
## 1745           17   -637.1523     0        29           NA
## 1746           17   -636.9734     0        30           NA
## 1747           17   -636.3477     0        31           NA
## 1748           17   -636.9823     0        32           NA
## 1749           17   -636.6607     0        33           NA
## 1750           17   -636.7015     0        34           NA
## 1751           17   -636.3664     0        35           NA
## 1752           17   -636.4625     0        36           NA
## 1753           17   -636.3767     0        37           NA
## 1754           17   -635.5304     0        38           NA
## 1755           17   -636.2450     0        39           NA
## 1756           17   -635.9981     0        40           NA
## 1757           17   -635.8517     0        41           NA
## 1758           17   -635.5209     0        42           NA
## 1759           17   -636.0034     0        43           NA
## 1760           17   -635.6426     0        44           NA
## 1761           17   -635.6451     0        45           NA
## 1762           17   -635.6447     0        46           NA
## 1763           17   -635.2743     0        47           NA
## 1764           17   -635.4786     0        48           NA
## 1765           17   -635.5282     0        49           NA
## 1766           17   -635.6099     0        50           NA
## 1767           17          NA    NA        51           NA
## 1768           17   -631.7907    NA        NA 0.0088933330
## 1769           18          NA    NA        NA           NA
## 1770           18        -Inf    74         1           NA
## 1771           18        -Inf    74         2           NA
## 1772           18        -Inf    73         3           NA
## 1773           18        -Inf    71         4           NA
## 1774           18        -Inf    46         5           NA
## 1775           18        -Inf     4         6           NA
## 1776           18  -1455.5119     0         7           NA
## 1777           18  -1340.7482     0         8           NA
## 1778           18  -1210.7409     0         9           NA
## 1779           18  -1020.7257     0        10           NA
## 1780           18   -878.6721     0        11           NA
## 1781           18   -780.1445     0        12           NA
## 1782           18   -721.8002     0        13           NA
## 1783           18   -758.4336     0        14           NA
## 1784           18   -698.7864     0        15           NA
## 1785           18   -673.5354     0        16           NA
## 1786           18   -656.1039     0        17           NA
## 1787           18   -653.0397     0        18           NA
## 1788           18   -648.7148     0        19           NA
## 1789           18   -645.8862     0        20           NA
## 1790           18   -643.6690     0        21           NA
## 1791           18   -643.4446     0        22           NA
## 1792           18   -642.7549     0        23           NA
## 1793           18   -642.1838     0        24           NA
## 1794           18   -641.6410     0        25           NA
## 1795           18   -641.7414     0        26           NA
## 1796           18   -642.0871     0        27           NA
## 1797           18   -642.0975     0        28           NA
## 1798           18   -641.3050     0        29           NA
## 1799           18   -641.2300     0        30           NA
## 1800           18   -640.9538     0        31           NA
## 1801           18   -641.5771     0        32           NA
## 1802           18   -640.6747     0        33           NA
## 1803           18   -640.7634     0        34           NA
## 1804           18   -641.0660     0        35           NA
## 1805           18   -640.5365     0        36           NA
## 1806           18   -641.0409     0        37           NA
## 1807           18   -640.3896     0        38           NA
## 1808           18   -640.2216     0        39           NA
## 1809           18   -640.4289     0        40           NA
## 1810           18   -640.0720     0        41           NA
## 1811           18   -640.1273     0        42           NA
## 1812           18   -640.2410     0        43           NA
## 1813           18   -639.8844     0        44           NA
## 1814           18   -639.9782     0        45           NA
## 1815           18   -640.1431     0        46           NA
## 1816           18   -640.2446     0        47           NA
## 1817           18   -639.7419     0        48           NA
## 1818           18   -639.5521     0        49           NA
## 1819           18   -639.7015     0        50           NA
## 1820           18          NA    NA        51           NA
## 1821           18   -639.1997     0         1           NA
## 1822           18   -641.8822     0         2           NA
## 1823           18   -641.5015     0         3           NA
## 1824           18   -641.8438     0         4           NA
## 1825           18   -641.3779     0         5           NA
## 1826           18   -641.3037     0         6           NA
## 1827           18   -640.9396     0         7           NA
## 1828           18   -640.4003     0         8           NA
## 1829           18   -640.9841     0         9           NA
## 1830           18   -640.6821     0        10           NA
## 1831           18   -640.7251     0        11           NA
## 1832           18   -640.2793     0        12           NA
## 1833           18   -640.7323     0        13           NA
## 1834           18   -640.4546     0        14           NA
## 1835           18   -640.2859     0        15           NA
## 1836           18   -640.7140     0        16           NA
## 1837           18   -640.2232     0        17           NA
## 1838           18   -640.2808     0        18           NA
## 1839           18   -640.2633     0        19           NA
## 1840           18   -640.0655     0        20           NA
## 1841           18   -639.8971     0        21           NA
## 1842           18   -639.9283     0        22           NA
## 1843           18   -639.9480     0        23           NA
## 1844           18   -640.2978     0        24           NA
## 1845           18   -639.4732     0        25           NA
## 1846           18   -639.8245     0        26           NA
## 1847           18   -639.5996     0        27           NA
## 1848           18   -639.7726     0        28           NA
## 1849           18   -639.4258     0        29           NA
## 1850           18   -639.2481     0        30           NA
## 1851           18   -638.9551     0        31           NA
## 1852           18   -639.2675     0        32           NA
## 1853           18   -639.1183     0        33           NA
## 1854           18   -638.8315     0        34           NA
## 1855           18   -638.7968     0        35           NA
## 1856           18   -638.7037     0        36           NA
## 1857           18   -638.6157     0        37           NA
## 1858           18   -638.5174     0        38           NA
## 1859           18   -638.6186     0        39           NA
## 1860           18   -639.0285     0        40           NA
## 1861           18   -638.4470     0        41           NA
## 1862           18   -638.5049     0        42           NA
## 1863           18   -638.6034     0        43           NA
## 1864           18   -637.9795     0        44           NA
## 1865           18   -638.2157     0        45           NA
## 1866           18   -638.1072     0        46           NA
## 1867           18   -638.0127     0        47           NA
## 1868           18   -638.1292     0        48           NA
## 1869           18   -638.1600     0        49           NA
## 1870           18   -638.0025     0        50           NA
## 1871           18          NA    NA        51           NA
## 1872           18   -638.1366    NA        NA 0.0073600202
## 1873           19          NA    NA        NA           NA
## 1874           19   -692.1373     0         1           NA
## 1875           19   -663.3443     0         2           NA
## 1876           19   -653.6704     0         3           NA
## 1877           19   -647.7926     0         4           NA
## 1878           19   -646.7005     0         5           NA
## 1879           19   -645.2673     0         6           NA
## 1880           19   -644.2094     0         7           NA
## 1881           19   -643.4966     0         8           NA
## 1882           19   -642.7685     0         9           NA
## 1883           19   -641.8146     0        10           NA
## 1884           19   -642.1365     0        11           NA
## 1885           19   -641.9346     0        12           NA
## 1886           19   -641.2316     0        13           NA
## 1887           19   -640.6776     0        14           NA
## 1888           19   -640.1084     0        15           NA
## 1889           19   -639.9597     0        16           NA
## 1890           19   -639.5592     0        17           NA
## 1891           19   -639.1311     0        18           NA
## 1892           19   -638.2910     0        19           NA
## 1893           19   -638.8458     0        20           NA
## 1894           19   -638.3199     0        21           NA
## 1895           19   -638.1183     0        22           NA
## 1896           19   -638.0576     0        23           NA
## 1897           19   -638.0804     0        24           NA
## 1898           19   -637.4569     0        25           NA
## 1899           19   -637.6253     0        26           NA
## 1900           19   -637.9845     0        27           NA
## 1901           19   -637.4709     0        28           NA
## 1902           19   -637.4088     0        29           NA
## 1903           19   -637.3375     0        30           NA
## 1904           19   -637.2694     0        31           NA
## 1905           19   -637.1460     0        32           NA
## 1906           19   -637.2796     0        33           NA
## 1907           19   -637.1212     0        34           NA
## 1908           19   -637.4366     0        35           NA
## 1909           19   -636.9305     0        36           NA
## 1910           19   -636.9354     0        37           NA
## 1911           19   -637.0064     0        38           NA
## 1912           19   -636.7919     0        39           NA
## 1913           19   -636.6126     0        40           NA
## 1914           19   -636.3351     0        41           NA
## 1915           19   -636.7135     0        42           NA
## 1916           19   -636.2367     0        43           NA
## 1917           19   -636.3111     0        44           NA
## 1918           19   -636.1308     0        45           NA
## 1919           19   -636.0013     0        46           NA
## 1920           19   -636.1410     0        47           NA
## 1921           19   -636.0972     0        48           NA
## 1922           19   -635.9132     0        49           NA
## 1923           19   -635.7425     0        50           NA
## 1924           19          NA    NA        51           NA
## 1925           19   -635.4728     0         1           NA
## 1926           19   -637.5615     0         2           NA
## 1927           19   -637.4073     0         3           NA
## 1928           19   -637.2900     0         4           NA
## 1929           19   -636.9877     0         5           NA
## 1930           19   -636.7084     0         6           NA
## 1931           19   -637.3764     0         7           NA
## 1932           19   -637.2862     0         8           NA
## 1933           19   -637.2498     0         9           NA
## 1934           19   -636.5954     0        10           NA
## 1935           19   -636.6446     0        11           NA
## 1936           19   -636.5348     0        12           NA
## 1937           19   -636.0426     0        13           NA
## 1938           19   -636.0457     0        14           NA
## 1939           19   -636.0346     0        15           NA
## 1940           19   -635.7133     0        16           NA
## 1941           19   -635.8487     0        17           NA
## 1942           19   -635.7164     0        18           NA
## 1943           19   -635.5103     0        19           NA
## 1944           19   -635.4653     0        20           NA
## 1945           19   -635.6191     0        21           NA
## 1946           19   -635.7625     0        22           NA
## 1947           19   -635.6435     0        23           NA
## 1948           19   -635.7794     0        24           NA
## 1949           19   -635.4675     0        25           NA
## 1950           19   -635.6232     0        26           NA
## 1951           19   -635.4276     0        27           NA
## 1952           19   -635.3545     0        28           NA
## 1953           19   -635.0845     0        29           NA
## 1954           19   -635.3149     0        30           NA
## 1955           19   -635.4774     0        31           NA
## 1956           19   -634.8267     0        32           NA
## 1957           19   -635.1349     0        33           NA
## 1958           19   -635.1230     0        34           NA
## 1959           19   -634.7118     0        35           NA
## 1960           19   -635.0827     0        36           NA
## 1961           19   -634.8360     0        37           NA
## 1962           19   -634.7375     0        38           NA
## 1963           19   -634.4868     0        39           NA
## 1964           19   -634.3428     0        40           NA
## 1965           19   -634.6699     0        41           NA
## 1966           19   -634.6523     0        42           NA
## 1967           19   -634.4880     0        43           NA
## 1968           19   -634.3184     0        44           NA
## 1969           19   -634.4664     0        45           NA
## 1970           19   -634.0356     0        46           NA
## 1971           19   -634.1461     0        47           NA
## 1972           19   -633.9750     0        48           NA
## 1973           19   -634.1545     0        49           NA
## 1974           19   -634.2094     0        50           NA
## 1975           19          NA    NA        51           NA
## 1976           19   -630.6610    NA        NA 0.0113407832
## 1977           20          NA    NA        NA           NA
## 1978           20   -660.1441     0         1           NA
## 1979           20   -650.0396     0         2           NA
## 1980           20   -645.8624     0         3           NA
## 1981           20   -643.3456     0         4           NA
## 1982           20   -641.1464     0         5           NA
## 1983           20   -640.2533     0         6           NA
## 1984           20   -639.8512     0         7           NA
## 1985           20   -639.0394     0         8           NA
## 1986           20   -638.8864     0         9           NA
## 1987           20   -638.5159     0        10           NA
## 1988           20   -638.4750     0        11           NA
## 1989           20   -637.9829     0        12           NA
## 1990           20   -638.1812     0        13           NA
## 1991           20   -638.1931     0        14           NA
## 1992           20   -637.4791     0        15           NA
## 1993           20   -637.6469     0        16           NA
## 1994           20   -638.1137     0        17           NA
## 1995           20   -637.8470     0        18           NA
## 1996           20   -637.5139     0        19           NA
## 1997           20   -637.4099     0        20           NA
## 1998           20   -637.5236     0        21           NA
## 1999           20   -637.1748     0        22           NA
## 2000           20   -636.9791     0        23           NA
## 2001           20   -636.8152     0        24           NA
## 2002           20   -637.2085     0        25           NA
## 2003           20   -637.0501     0        26           NA
## 2004           20   -636.7229     0        27           NA
## 2005           20   -636.7548     0        28           NA
## 2006           20   -636.6398     0        29           NA
## 2007           20   -636.5741     0        30           NA
## 2008           20   -636.0593     0        31           NA
## 2009           20   -636.5281     0        32           NA
## 2010           20   -636.5079     0        33           NA
## 2011           20   -636.3173     0        34           NA
## 2012           20   -636.3266     0        35           NA
## 2013           20   -636.3757     0        36           NA
## 2014           20   -636.4149     0        37           NA
## 2015           20   -636.2699     0        38           NA
## 2016           20   -636.3561     0        39           NA
## 2017           20   -635.9780     0        40           NA
## 2018           20   -636.1156     0        41           NA
## 2019           20   -636.1377     0        42           NA
## 2020           20   -635.6786     0        43           NA
## 2021           20   -635.7164     0        44           NA
## 2022           20   -635.7485     0        45           NA
## 2023           20   -635.9363     0        46           NA
## 2024           20   -635.5400     0        47           NA
## 2025           20   -635.5030     0        48           NA
## 2026           20   -635.2453     0        49           NA
## 2027           20   -635.0251     0        50           NA
## 2028           20          NA    NA        51           NA
## 2029           20   -634.6989     0         1           NA
## 2030           20   -636.3748     0         2           NA
## 2031           20   -636.8274     0         3           NA
## 2032           20   -636.5348     0         4           NA
## 2033           20   -636.7154     0         5           NA
## 2034           20   -636.5022     0         6           NA
## 2035           20   -637.0021     0         7           NA
## 2036           20   -636.6509     0         8           NA
## 2037           20   -636.2640     0         9           NA
## 2038           20   -636.2702     0        10           NA
## 2039           20   -636.5665     0        11           NA
## 2040           20   -636.0552     0        12           NA
## 2041           20   -635.7282     0        13           NA
## 2042           20   -635.4270     0        14           NA
## 2043           20   -635.6479     0        15           NA
## 2044           20   -635.4966     0        16           NA
## 2045           20   -635.2798     0        17           NA
## 2046           20   -635.4573     0        18           NA
## 2047           20   -635.0656     0        19           NA
## 2048           20   -635.0498     0        20           NA
## 2049           20   -635.0390     0        21           NA
## 2050           20   -634.9316     0        22           NA
## 2051           20   -634.9853     0        23           NA
## 2052           20   -635.2119     0        24           NA
## 2053           20   -635.0391     0        25           NA
## 2054           20   -634.7254     0        26           NA
## 2055           20   -634.7725     0        27           NA
## 2056           20   -634.4965     0        28           NA
## 2057           20   -634.5232     0        29           NA
## 2058           20   -634.6082     0        30           NA
## 2059           20   -634.5782     0        31           NA
## 2060           20   -634.4675     0        32           NA
## 2061           20   -634.3211     0        33           NA
## 2062           20   -634.3190     0        34           NA
## 2063           20   -634.2164     0        35           NA
## 2064           20   -634.0319     0        36           NA
## 2065           20   -633.9437     0        37           NA
## 2066           20   -633.9223     0        38           NA
## 2067           20   -634.1892     0        39           NA
## 2068           20   -634.0494     0        40           NA
## 2069           20   -634.0339     0        41           NA
## 2070           20   -634.0556     0        42           NA
## 2071           20   -634.0159     0        43           NA
## 2072           20   -633.9866     0        44           NA
## 2073           20   -633.8144     0        45           NA
## 2074           20   -633.8194     0        46           NA
## 2075           20   -633.9170     0        47           NA
## 2076           20   -633.7536     0        48           NA
## 2077           20   -633.7105     0        49           NA
## 2078           20   -633.4758     0        50           NA
## 2079           20          NA    NA        51           NA
## 2080           20   -629.8697    NA        NA 0.0078657696
## 2081           21          NA    NA        NA           NA
## 2082           21  -2380.6518     0         1           NA
## 2083           21   -783.8525     0         2           NA
## 2084           21   -729.5415     0         3           NA
## 2085           21   -695.8239     0         4           NA
## 2086           21   -676.8830     0         5           NA
## 2087           21   -648.8799     0         6           NA
## 2088           21   -641.7238     0         7           NA
## 2089           21   -637.5146     0         8           NA
## 2090           21   -636.4882     0         9           NA
## 2091           21   -636.2475     0        10           NA
## 2092           21   -635.5962     0        11           NA
## 2093           21   -635.7158     0        12           NA
## 2094           21   -635.1022     0        13           NA
## 2095           21   -634.9715     0        14           NA
## 2096           21   -634.8170     0        15           NA
## 2097           21   -634.7193     0        16           NA
## 2098           21   -634.5397     0        17           NA
## 2099           21   -634.4171     0        18           NA
## 2100           21   -634.2370     0        19           NA
## 2101           21   -634.1335     0        20           NA
## 2102           21   -634.0009     0        21           NA
## 2103           21   -633.9745     0        22           NA
## 2104           21   -633.7851     0        23           NA
## 2105           21   -634.0835     0        24           NA
## 2106           21   -633.7886     0        25           NA
## 2107           21   -633.7010     0        26           NA
## 2108           21   -633.8000     0        27           NA
## 2109           21   -633.6348     0        28           NA
## 2110           21   -633.7342     0        29           NA
## 2111           21   -633.5722     0        30           NA
## 2112           21   -633.3581     0        31           NA
## 2113           21   -633.4602     0        32           NA
## 2114           21   -633.3432     0        33           NA
## 2115           21   -633.4277     0        34           NA
## 2116           21   -633.3933     0        35           NA
## 2117           21   -633.3662     0        36           NA
## 2118           21   -633.1171     0        37           NA
## 2119           21   -633.0342     0        38           NA
## 2120           21   -633.3342     0        39           NA
## 2121           21   -633.4076     0        40           NA
## 2122           21   -633.1203     0        41           NA
## 2123           21   -633.2976     0        42           NA
## 2124           21   -632.9039     0        43           NA
## 2125           21   -633.1035     0        44           NA
## 2126           21   -633.0708     0        45           NA
## 2127           21   -633.0408     0        46           NA
## 2128           21   -632.9118     0        47           NA
## 2129           21   -632.9719     0        48           NA
## 2130           21   -632.7944     0        49           NA
## 2131           21   -632.8806     0        50           NA
## 2132           21          NA    NA        51           NA
## 2133           21   -632.4370     0         1           NA
## 2134           21   -633.9404     0         2           NA
## 2135           21   -634.2349     0         3           NA
## 2136           21   -634.1485     0         4           NA
## 2137           21   -633.9431     0         5           NA
## 2138           21   -634.4388     0         6           NA
## 2139           21   -634.1601     0         7           NA
## 2140           21   -634.3623     0         8           NA
## 2141           21   -634.0974     0         9           NA
## 2142           21   -634.0234     0        10           NA
## 2143           21   -634.0905     0        11           NA
## 2144           21   -633.8177     0        12           NA
## 2145           21   -633.8823     0        13           NA
## 2146           21   -633.8068     0        14           NA
## 2147           21   -633.6930     0        15           NA
## 2148           21   -633.8278     0        16           NA
## 2149           21   -633.6382     0        17           NA
## 2150           21   -633.8539     0        18           NA
## 2151           21   -633.8565     0        19           NA
## 2152           21   -633.7466     0        20           NA
## 2153           21   -633.3331     0        21           NA
## 2154           21   -633.8573     0        22           NA
## 2155           21   -633.5870     0        23           NA
## 2156           21   -633.4419     0        24           NA
## 2157           21   -633.7417     0        25           NA
## 2158           21   -633.6216     0        26           NA
## 2159           21   -633.5930     0        27           NA
## 2160           21   -633.4411     0        28           NA
## 2161           21   -633.5124     0        29           NA
## 2162           21   -633.2998     0        30           NA
## 2163           21   -633.3014     0        31           NA
## 2164           21   -633.1083     0        32           NA
## 2165           21   -633.1576     0        33           NA
## 2166           21   -633.2330     0        34           NA
## 2167           21   -633.1677     0        35           NA
## 2168           21   -633.3552     0        36           NA
## 2169           21   -633.3316     0        37           NA
## 2170           21   -633.0401     0        38           NA
## 2171           21   -633.0747     0        39           NA
## 2172           21   -633.0071     0        40           NA
## 2173           21   -633.2213     0        41           NA
## 2174           21   -633.3207     0        42           NA
## 2175           21   -633.0650     0        43           NA
## 2176           21   -632.7702     0        44           NA
## 2177           21   -633.0408     0        45           NA
## 2178           21   -632.7812     0        46           NA
## 2179           21   -632.9008     0        47           NA
## 2180           21   -633.1651     0        48           NA
## 2181           21   -632.6047     0        49           NA
## 2182           21   -632.6672     0        50           NA
## 2183           21          NA    NA        51           NA
## 2184           21   -629.9078    NA        NA 0.0102523857
## 2185           22          NA    NA        NA           NA
## 2186           22   -688.9635     0         1           NA
## 2187           22   -686.6880     0         2           NA
## 2188           22   -683.1739     0         3           NA
## 2189           22   -684.1804     0         4           NA
## 2190           22   -682.5198     0         5           NA
## 2191           22   -684.8003     0         6           NA
## 2192           22   -683.1527     0         7           NA
## 2193           22   -683.0766     0         8           NA
## 2194           22   -681.7465     0         9           NA
## 2195           22   -682.1818     0        10           NA
## 2196           22   -683.3507     0        11           NA
## 2197           22   -682.7894     0        12           NA
## 2198           22   -682.9592     0        13           NA
## 2199           22   -682.7438     0        14           NA
## 2200           22   -675.7348     0        15           NA
## 2201           22   -671.1392     0        16           NA
## 2202           22   -667.6052     0        17           NA
## 2203           22   -663.4543     0        18           NA
## 2204           22   -657.0237     0        19           NA
## 2205           22   -650.5628     0        20           NA
## 2206           22   -646.2280     0        21           NA
## 2207           22   -644.6512     0        22           NA
## 2208           22   -644.1007     0        23           NA
## 2209           22   -643.1841     0        24           NA
## 2210           22   -642.9413     0        25           NA
## 2211           22   -643.0590     0        26           NA
## 2212           22   -643.0440     0        27           NA
## 2213           22   -641.9877     0        28           NA
## 2214           22   -642.6037     0        29           NA
## 2215           22   -641.4007     0        30           NA
## 2216           22   -641.9030     0        31           NA
## 2217           22   -641.6596     0        32           NA
## 2218           22   -641.8034     0        33           NA
## 2219           22   -641.5778     0        34           NA
## 2220           22   -642.1185     0        35           NA
## 2221           22   -641.4766     0        36           NA
## 2222           22   -641.4865     0        37           NA
## 2223           22   -641.3758     0        38           NA
## 2224           22   -641.0001     0        39           NA
## 2225           22   -640.9330     0        40           NA
## 2226           22   -641.2500     0        41           NA
## 2227           22   -640.9272     0        42           NA
## 2228           22   -640.6975     0        43           NA
## 2229           22   -640.6298     0        44           NA
## 2230           22   -639.9599     0        45           NA
## 2231           22   -640.3834     0        46           NA
## 2232           22   -639.9517     0        47           NA
## 2233           22   -639.9164     0        48           NA
## 2234           22   -639.8983     0        49           NA
## 2235           22   -639.6840     0        50           NA
## 2236           22          NA    NA        51           NA
## 2237           22   -639.1150     0         1           NA
## 2238           22   -640.9312     0         2           NA
## 2239           22   -640.4244     0         3           NA
## 2240           22   -640.9199     0         4           NA
## 2241           22   -640.5752     0         5           NA
## 2242           22   -640.6213     0         6           NA
## 2243           22   -640.2619     0         7           NA
## 2244           22   -640.3354     0         8           NA
## 2245           22   -640.2254     0         9           NA
## 2246           22   -639.6184     0        10           NA
## 2247           22   -639.8302     0        11           NA
## 2248           22   -639.4420     0        12           NA
## 2249           22   -639.4712     0        13           NA
## 2250           22   -639.0562     0        14           NA
## 2251           22   -639.0767     0        15           NA
## 2252           22   -639.1728     0        16           NA
## 2253           22   -638.7346     0        17           NA
## 2254           22   -638.7727     0        18           NA
## 2255           22   -639.2131     0        19           NA
## 2256           22   -638.9605     0        20           NA
## 2257           22   -638.7332     0        21           NA
## 2258           22   -638.5932     0        22           NA
## 2259           22   -638.9089     0        23           NA
## 2260           22   -638.7503     0        24           NA
## 2261           22   -638.4215     0        25           NA
## 2262           22   -638.2135     0        26           NA
## 2263           22   -638.0654     0        27           NA
## 2264           22   -638.1272     0        28           NA
## 2265           22   -637.9586     0        29           NA
## 2266           22   -637.6112     0        30           NA
## 2267           22   -637.8696     0        31           NA
## 2268           22   -637.6857     0        32           NA
## 2269           22   -637.4042     0        33           NA
## 2270           22   -637.6926     0        34           NA
## 2271           22   -637.2686     0        35           NA
## 2272           22   -637.4185     0        36           NA
## 2273           22   -637.4828     0        37           NA
## 2274           22   -637.5252     0        38           NA
## 2275           22   -637.2604     0        39           NA
## 2276           22   -637.3524     0        40           NA
## 2277           22   -637.4533     0        41           NA
## 2278           22   -637.2207     0        42           NA
## 2279           22   -637.4216     0        43           NA
## 2280           22   -636.8984     0        44           NA
## 2281           22   -636.9448     0        45           NA
## 2282           22   -636.9975     0        46           NA
## 2283           22   -636.7917     0        47           NA
## 2284           22   -636.6587     0        48           NA
## 2285           22   -636.4907     0        49           NA
## 2286           22   -636.4191     0        50           NA
## 2287           22          NA    NA        51           NA
## 2288           22   -633.0145    NA        NA 0.0131228797
## 2289           23          NA    NA        NA           NA
## 2290           23   -744.0654     0         1           NA
## 2291           23   -681.4182     0         2           NA
## 2292           23   -681.7264     0         3           NA
## 2293           23   -661.8300     0         4           NA
## 2294           23   -646.8894     0         5           NA
## 2295           23   -644.1337     0         6           NA
## 2296           23   -642.6954     0         7           NA
## 2297           23   -642.8498     0         8           NA
## 2298           23   -642.4168     0         9           NA
## 2299           23   -642.1965     0        10           NA
## 2300           23   -641.1458     0        11           NA
## 2301           23   -641.1950     0        12           NA
## 2302           23   -641.1761     0        13           NA
## 2303           23   -640.6280     0        14           NA
## 2304           23   -640.8030     0        15           NA
## 2305           23   -640.2581     0        16           NA
## 2306           23   -640.2461     0        17           NA
## 2307           23   -640.3747     0        18           NA
## 2308           23   -639.9678     0        19           NA
## 2309           23   -639.4342     0        20           NA
## 2310           23   -639.3246     0        21           NA
## 2311           23   -639.1309     0        22           NA
## 2312           23   -638.7268     0        23           NA
## 2313           23   -638.9572     0        24           NA
## 2314           23   -637.9692     0        25           NA
## 2315           23   -638.8901     0        26           NA
## 2316           23   -638.5803     0        27           NA
## 2317           23   -638.2019     0        28           NA
## 2318           23   -638.3211     0        29           NA
## 2319           23   -638.1147     0        30           NA
## 2320           23   -638.1183     0        31           NA
## 2321           23   -638.1148     0        32           NA
## 2322           23   -638.1479     0        33           NA
## 2323           23   -638.1363     0        34           NA
## 2324           23   -637.9140     0        35           NA
## 2325           23   -637.6949     0        36           NA
## 2326           23   -637.6582     0        37           NA
## 2327           23   -637.4178     0        38           NA
## 2328           23   -637.4871     0        39           NA
## 2329           23   -637.3640     0        40           NA
## 2330           23   -637.4377     0        41           NA
## 2331           23   -637.3086     0        42           NA
## 2332           23   -637.2545     0        43           NA
## 2333           23   -637.2293     0        44           NA
## 2334           23   -637.1175     0        45           NA
## 2335           23   -636.9129     0        46           NA
## 2336           23   -637.0012     0        47           NA
## 2337           23   -636.8588     0        48           NA
## 2338           23   -636.9124     0        49           NA
## 2339           23   -636.6775     0        50           NA
## 2340           23          NA    NA        51           NA
## 2341           23   -636.1826     0         1           NA
## 2342           23   -638.0870     0         2           NA
## 2343           23   -638.3002     0         3           NA
## 2344           23   -638.5578     0         4           NA
## 2345           23   -638.2655     0         5           NA
## 2346           23   -638.3418     0         6           NA
## 2347           23   -638.1163     0         7           NA
## 2348           23   -637.8556     0         8           NA
## 2349           23   -637.9755     0         9           NA
## 2350           23   -638.0091     0        10           NA
## 2351           23   -637.3009     0        11           NA
## 2352           23   -637.8072     0        12           NA
## 2353           23   -637.5831     0        13           NA
## 2354           23   -637.2693     0        14           NA
## 2355           23   -637.0646     0        15           NA
## 2356           23   -636.7266     0        16           NA
## 2357           23   -636.9377     0        17           NA
## 2358           23   -637.5661     0        18           NA
## 2359           23   -636.8142     0        19           NA
## 2360           23   -637.1154     0        20           NA
## 2361           23   -637.2064     0        21           NA
## 2362           23   -636.8637     0        22           NA
## 2363           23   -636.9366     0        23           NA
## 2364           23   -636.6632     0        24           NA
## 2365           23   -636.6186     0        25           NA
## 2366           23   -636.6820     0        26           NA
## 2367           23   -636.5686     0        27           NA
## 2368           23   -636.5621     0        28           NA
## 2369           23   -636.2473     0        29           NA
## 2370           23   -636.3889     0        30           NA
## 2371           23   -636.3458     0        31           NA
## 2372           23   -636.3541     0        32           NA
## 2373           23   -635.8854     0        33           NA
## 2374           23   -635.9027     0        34           NA
## 2375           23   -635.9478     0        35           NA
## 2376           23   -635.9589     0        36           NA
## 2377           23   -635.8569     0        37           NA
## 2378           23   -635.6705     0        38           NA
## 2379           23   -635.4834     0        39           NA
## 2380           23   -635.2213     0        40           NA
## 2381           23   -635.3432     0        41           NA
## 2382           23   -635.6231     0        42           NA
## 2383           23   -634.8213     0        43           NA
## 2384           23   -635.1858     0        44           NA
## 2385           23   -635.1411     0        45           NA
## 2386           23   -635.0914     0        46           NA
## 2387           23   -635.3543     0        47           NA
## 2388           23   -635.0972     0        48           NA
## 2389           23   -635.0203     0        49           NA
## 2390           23   -635.0584     0        50           NA
## 2391           23          NA    NA        51           NA
## 2392           23   -631.2792    NA        NA 0.0105858787
## 2393           24          NA    NA        NA           NA
## 2394           24   -786.8267     0         1           NA
## 2395           24   -756.9998     0         2           NA
## 2396           24   -711.9089     0         3           NA
## 2397           24   -692.8489     0         4           NA
## 2398           24   -688.4792     0         5           NA
## 2399           24   -688.2482     0         6           NA
## 2400           24   -689.3081     0         7           NA
## 2401           24   -689.7258     0         8           NA
## 2402           24   -688.2001     0         9           NA
## 2403           24   -685.8232     0        10           NA
## 2404           24   -683.7866     0        11           NA
## 2405           24   -685.6617     0        12           NA
## 2406           24   -687.9007     0        13           NA
## 2407           24   -689.1112     0        14           NA
## 2408           24   -691.0760     0        15           NA
## 2409           24   -686.8744     0        16           NA
## 2410           24   -687.9852     0        17           NA
## 2411           24   -686.9686     0        18           NA
## 2412           24   -688.1694     0        19           NA
## 2413           24   -689.7170     0        20           NA
## 2414           24   -689.4050     0        21           NA
## 2415           24   -690.6246     0        22           NA
## 2416           24   -689.4552     0        23           NA
## 2417           24   -685.4604     0        24           NA
## 2418           24   -687.7814     0        25           NA
## 2419           24   -688.7986     0        26           NA
## 2420           24   -686.5112     0        27           NA
## 2421           24   -686.5838     0        28           NA
## 2422           24   -689.1698     0        29           NA
## 2423           24   -687.7685     0        30           NA
## 2424           24   -692.0156     0        31           NA
## 2425           24   -686.1542     0        32           NA
## 2426           24   -686.4974     0        33           NA
## 2427           24   -684.5778     0        34           NA
## 2428           24   -684.5149     0        35           NA
## 2429           24   -685.4123     0        36           NA
## 2430           24   -686.3163     0        37           NA
## 2431           24   -688.3868     0        38           NA
## 2432           24   -687.2001     0        39           NA
## 2433           24   -688.0776     0        40           NA
## 2434           24   -684.7363     0        41           NA
## 2435           24   -685.0660     0        42           NA
## 2436           24   -683.9023     0        43           NA
## 2437           24   -685.3248     0        44           NA
## 2438           24   -685.7778     0        45           NA
## 2439           24   -687.2934     0        46           NA
## 2440           24   -687.0068     0        47           NA
## 2441           24   -686.0214     0        48           NA
## 2442           24   -687.0428     0        49           NA
## 2443           24   -688.1176     0        50           NA
## 2444           24          NA    NA        51           NA
## 2445           24   -685.1440     0         1           NA
## 2446           24   -688.1983     0         2           NA
## 2447           24   -688.0286     0         3           NA
## 2448           24   -687.1875     0         4           NA
## 2449           24   -687.8516     0         5           NA
## 2450           24   -690.7795     0         6           NA
## 2451           24   -687.0409     0         7           NA
## 2452           24   -689.0271     0         8           NA
## 2453           24   -687.7855     0         9           NA
## 2454           24   -685.0384     0        10           NA
## 2455           24   -687.6087     0        11           NA
## 2456           24   -686.5554     0        12           NA
## 2457           24   -686.4885     0        13           NA
## 2458           24   -688.1938     0        14           NA
## 2459           24   -685.0067     0        15           NA
## 2460           24   -685.1988     0        16           NA
## 2461           24   -684.1472     0        17           NA
## 2462           24   -684.1972     0        18           NA
## 2463           24   -678.6200     0        19           NA
## 2464           24   -678.2809     0        20           NA
## 2465           24   -676.7173     0        21           NA
## 2466           24   -673.6146     0        22           NA
## 2467           24   -671.0577     0        23           NA
## 2468           24   -672.4969     0        24           NA
## 2469           24   -672.6908     0        25           NA
## 2470           24   -666.2238     0        26           NA
## 2471           24   -664.4974     0        27           NA
## 2472           24   -661.6101     0        28           NA
## 2473           24   -659.8115     0        29           NA
## 2474           24   -657.7071     0        30           NA
## 2475           24   -654.7796     0        31           NA
## 2476           24   -653.1858     0        32           NA
## 2477           24   -651.7096     0        33           NA
## 2478           24   -648.7184     0        34           NA
## 2479           24   -646.1068     0        35           NA
## 2480           24   -645.3391     0        36           NA
## 2481           24   -644.3649     0        37           NA
## 2482           24   -644.4839     0        38           NA
## 2483           24   -643.9546     0        39           NA
## 2484           24   -644.1147     0        40           NA
## 2485           24   -643.5808     0        41           NA
## 2486           24   -643.4789     0        42           NA
## 2487           24   -643.6369     0        43           NA
## 2488           24   -643.3568     0        44           NA
## 2489           24   -643.2149     0        45           NA
## 2490           24   -643.0546     0        46           NA
## 2491           24   -642.9498     0        47           NA
## 2492           24   -642.6103     0        48           NA
## 2493           24   -642.6671     0        49           NA
## 2494           24   -642.6207     0        50           NA
## 2495           24          NA    NA        51           NA
## 2496           24   -642.3548    NA        NA 0.0108959771
## 2497           25          NA    NA        NA           NA
## 2498           25   -800.3245     0         1           NA
## 2499           25   -669.6632     0         2           NA
## 2500           25   -657.3668     0         3           NA
## 2501           25   -647.4794     0         4           NA
## 2502           25   -642.2632     0         5           NA
## 2503           25   -641.7354     0         6           NA
## 2504           25   -642.0098     0         7           NA
## 2505           25   -641.8476     0         8           NA
## 2506           25   -641.5913     0         9           NA
## 2507           25   -641.8548     0        10           NA
## 2508           25   -641.5424     0        11           NA
## 2509           25   -641.2241     0        12           NA
## 2510           25   -641.2829     0        13           NA
## 2511           25   -640.9999     0        14           NA
## 2512           25   -641.0216     0        15           NA
## 2513           25   -640.9123     0        16           NA
## 2514           25   -640.8300     0        17           NA
## 2515           25   -640.6925     0        18           NA
## 2516           25   -640.6268     0        19           NA
## 2517           25   -640.0606     0        20           NA
## 2518           25   -639.7941     0        21           NA
## 2519           25   -640.5742     0        22           NA
## 2520           25   -640.0995     0        23           NA
## 2521           25   -639.7071     0        24           NA
## 2522           25   -640.0500     0        25           NA
## 2523           25   -640.1316     0        26           NA
## 2524           25   -639.9898     0        27           NA
## 2525           25   -640.1310     0        28           NA
## 2526           25   -639.8442     0        29           NA
## 2527           25   -639.9480     0        30           NA
## 2528           25   -639.8862     0        31           NA
## 2529           25   -639.6476     0        32           NA
## 2530           25   -639.9173     0        33           NA
## 2531           25   -639.2983     0        34           NA
## 2532           25   -639.3467     0        35           NA
## 2533           25   -639.9199     0        36           NA
## 2534           25   -639.4684     0        37           NA
## 2535           25   -639.2336     0        38           NA
## 2536           25   -638.8391     0        39           NA
## 2537           25   -639.2327     0        40           NA
## 2538           25   -638.8393     0        41           NA
## 2539           25   -638.9389     0        42           NA
## 2540           25   -638.9731     0        43           NA
## 2541           25   -638.5172     0        44           NA
## 2542           25   -638.8370     0        45           NA
## 2543           25   -638.5678     0        46           NA
## 2544           25   -638.6219     0        47           NA
## 2545           25   -638.6619     0        48           NA
## 2546           25   -638.3122     0        49           NA
## 2547           25   -638.2195     0        50           NA
## 2548           25          NA    NA        51           NA
## 2549           25   -637.7985     0         1           NA
## 2550           25   -639.5574     0         2           NA
## 2551           25   -639.8279     0         3           NA
## 2552           25   -639.8859     0         4           NA
## 2553           25   -639.8805     0         5           NA
## 2554           25   -639.9509     0         6           NA
## 2555           25   -639.3300     0         7           NA
## 2556           25   -639.5232     0         8           NA
## 2557           25   -639.0521     0         9           NA
## 2558           25   -639.2550     0        10           NA
## 2559           25   -639.2397     0        11           NA
## 2560           25   -638.8684     0        12           NA
## 2561           25   -639.1133     0        13           NA
## 2562           25   -639.0131     0        14           NA
## 2563           25   -639.0177     0        15           NA
## 2564           25   -638.5503     0        16           NA
## 2565           25   -638.2214     0        17           NA
## 2566           25   -639.0863     0        18           NA
## 2567           25   -638.7867     0        19           NA
## 2568           25   -638.6516     0        20           NA
## 2569           25   -638.5857     0        21           NA
## 2570           25   -638.4721     0        22           NA
## 2571           25   -638.3262     0        23           NA
## 2572           25   -638.1063     0        24           NA
## 2573           25   -638.3218     0        25           NA
## 2574           25   -637.9922     0        26           NA
## 2575           25   -637.9721     0        27           NA
## 2576           25   -638.2397     0        28           NA
## 2577           25   -637.7989     0        29           NA
## 2578           25   -638.3952     0        30           NA
## 2579           25   -637.7446     0        31           NA
## 2580           25   -637.6261     0        32           NA
## 2581           25   -637.8397     0        33           NA
## 2582           25   -637.6744     0        34           NA
## 2583           25   -637.6535     0        35           NA
## 2584           25   -637.4402     0        36           NA
## 2585           25   -637.3390     0        37           NA
## 2586           25   -637.1176     0        38           NA
## 2587           25   -636.9971     0        39           NA
## 2588           25   -637.0911     0        40           NA
## 2589           25   -636.7480     0        41           NA
## 2590           25   -636.7875     0        42           NA
## 2591           25   -637.0096     0        43           NA
## 2592           25   -636.7993     0        44           NA
## 2593           25   -637.1171     0        45           NA
## 2594           25   -636.9528     0        46           NA
## 2595           25   -636.8928     0        47           NA
## 2596           25   -636.6921     0        48           NA
## 2597           25   -636.7962     0        49           NA
## 2598           25   -636.5852     0        50           NA
## 2599           25          NA    NA        51           NA
## 2600           25   -636.3778    NA        NA 0.0070997247
## 2601           26          NA    NA        NA           NA
## 2602           26   -652.7186     0         1           NA
## 2603           26   -652.1804     0         2           NA
## 2604           26   -643.0740     0         3           NA
## 2605           26   -642.2396     0         4           NA
## 2606           26   -641.9152     0         5           NA
## 2607           26   -641.4888     0         6           NA
## 2608           26   -641.4693     0         7           NA
## 2609           26   -641.6509     0         8           NA
## 2610           26   -641.6165     0         9           NA
## 2611           26   -641.0099     0        10           NA
## 2612           26   -641.0799     0        11           NA
## 2613           26   -640.7085     0        12           NA
## 2614           26   -641.1143     0        13           NA
## 2615           26   -640.6447     0        14           NA
## 2616           26   -640.8232     0        15           NA
## 2617           26   -640.8780     0        16           NA
## 2618           26   -640.2097     0        17           NA
## 2619           26   -640.3732     0        18           NA
## 2620           26   -640.5152     0        19           NA
## 2621           26   -639.8815     0        20           NA
## 2622           26   -639.8848     0        21           NA
## 2623           26   -639.4970     0        22           NA
## 2624           26   -639.8524     0        23           NA
## 2625           26   -640.0525     0        24           NA
## 2626           26   -640.1099     0        25           NA
## 2627           26   -639.0292     0        26           NA
## 2628           26   -639.3982     0        27           NA
## 2629           26   -638.8146     0        28           NA
## 2630           26   -639.3219     0        29           NA
## 2631           26   -638.9736     0        30           NA
## 2632           26   -638.7087     0        31           NA
## 2633           26   -638.9764     0        32           NA
## 2634           26   -638.8041     0        33           NA
## 2635           26   -638.6041     0        34           NA
## 2636           26   -638.2691     0        35           NA
## 2637           26   -638.4499     0        36           NA
## 2638           26   -638.5910     0        37           NA
## 2639           26   -638.6655     0        38           NA
## 2640           26   -638.4632     0        39           NA
## 2641           26   -638.7296     0        40           NA
## 2642           26   -638.7143     0        41           NA
## 2643           26   -638.5465     0        42           NA
## 2644           26   -638.2235     0        43           NA
## 2645           26   -638.3119     0        44           NA
## 2646           26   -638.2271     0        45           NA
## 2647           26   -638.2279     0        46           NA
## 2648           26   -638.3875     0        47           NA
## 2649           26   -637.9673     0        48           NA
## 2650           26   -638.0654     0        49           NA
## 2651           26   -638.1155     0        50           NA
## 2652           26          NA    NA        51           NA
## 2653           26   -637.6649     0         1           NA
## 2654           26   -639.3965     0         2           NA
## 2655           26   -639.2759     0         3           NA
## 2656           26   -639.6345     0         4           NA
## 2657           26   -638.9925     0         5           NA
## 2658           26   -638.7467     0         6           NA
## 2659           26   -639.4442     0         7           NA
## 2660           26   -639.1091     0         8           NA
## 2661           26   -639.2712     0         9           NA
## 2662           26   -639.2379     0        10           NA
## 2663           26   -638.7688     0        11           NA
## 2664           26   -638.7964     0        12           NA
## 2665           26   -638.5123     0        13           NA
## 2666           26   -638.9185     0        14           NA
## 2667           26   -638.4361     0        15           NA
## 2668           26   -639.0145     0        16           NA
## 2669           26   -638.5718     0        17           NA
## 2670           26   -638.7692     0        18           NA
## 2671           26   -638.5947     0        19           NA
## 2672           26   -638.4916     0        20           NA
## 2673           26   -638.2812     0        21           NA
## 2674           26   -638.4887     0        22           NA
## 2675           26   -638.2804     0        23           NA
## 2676           26   -637.9227     0        24           NA
## 2677           26   -638.1934     0        25           NA
## 2678           26   -637.8947     0        26           NA
## 2679           26   -638.0125     0        27           NA
## 2680           26   -638.2252     0        28           NA
## 2681           26   -638.0534     0        29           NA
## 2682           26   -637.7366     0        30           NA
## 2683           26   -637.5702     0        31           NA
## 2684           26   -637.4788     0        32           NA
## 2685           26   -637.5594     0        33           NA
## 2686           26   -637.4241     0        34           NA
## 2687           26   -637.3596     0        35           NA
## 2688           26   -637.5934     0        36           NA
## 2689           26   -637.4813     0        37           NA
## 2690           26   -637.2226     0        38           NA
## 2691           26   -637.3343     0        39           NA
## 2692           26   -637.3032     0        40           NA
## 2693           26   -637.1956     0        41           NA
## 2694           26   -637.2810     0        42           NA
## 2695           26   -636.8676     0        43           NA
## 2696           26   -636.7312     0        44           NA
## 2697           26   -636.5246     0        45           NA
## 2698           26   -637.0564     0        46           NA
## 2699           26   -636.9173     0        47           NA
## 2700           26   -636.7666     0        48           NA
## 2701           26   -636.7045     0        49           NA
## 2702           26   -636.7643     0        50           NA
##  [ reached getOption("max.print") -- omitted 49298 rows ]

Analyze output

library(GGally)
## 
## Attaching package: 'GGally'
## The following object is masked from 'package:dplyr':
## 
##     nasa
shared_params_plot1 = function(data, ..., ll= TRUE){
  if(missing(..1)){
    ae = aes(color=msg)
  } else{
    ae = aes(...)
  }

  cols = c("E_0", "z_0","R_0", "p_S", "p_H_cond_S","gamma", "b_a",
           "b_q", "b_p","sigma_M")
  collabs = c("E_0", "z_0","R_0", "p_S", "p_H_cond_S", "gamma", "b_a",
              "b_q","b_p", "sigma_M")
  if(ll) {
    cols = c(cols, "loglik")
    collabs = c(collabs, "log(L)")
  }
  data %>%
    ggpairs(mapping = ae, upper = NULL, legend = 1,
            lower = list(continuous=wrap("points", alpha = 0.5, size = 0.2)),
            diag = list(continuous = wrap("densityDiag", alpha = 0.5)),
            columns = cols, columLabels = collabs, labeller = "label_parsed") +
    theme(legend.position = "bottom", axis.text.x=element_text(angle = -90))
}

Plot shared parameters

load(file = paste0("../Generated_Data/Profiles/",
       model_name,"_Model/","Grid_Search_MIF_run_1/",
       model_name,
       "_Grid_Search_MIF_run_1_combined_data_subset_including_traces_and_start.RData"))
head(mif_sim_combined_output_with_traces_df)
##   M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 2.412468 0.4416637 0.5396230   0 0.8046790  0.2628008  1.09
## 2   5  13  14 2.412468 0.4416637 0.5396230   0 0.8046790  0.2628008  1.09
## 3   5  13  14 2.560549 0.3413616 0.4824313   0 0.8237105  0.2407564  1.09
## 4   5  13  14 2.754835 0.2089228 0.5218541   0 0.7827363  0.2020443  1.09
## 5   5  13  14 3.418725 0.1687828 0.5131164   0 0.7901393  0.2119792  1.09
## 6   5  13  14 4.024363 0.1401924 0.5160041   0 0.8126989  0.1420537  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 0.4660418 8e+06 9589.921 4768.716   0
## 2  1.09   0.2 0.125 0.4660418 8e+06 9589.921 4768.716   0
## 3  1.09   0.2 0.125 0.5127500 8e+06 9312.537 4726.688   0
## 4  1.09   0.2 0.125 0.6098783 8e+06 9237.455 4791.424   0
## 5  1.09   0.2 0.125 0.7906985 8e+06 9365.036 4807.121   0
## 6  1.09   0.2 0.125 0.7640009 8e+06 9280.389 4803.246   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.1170890
## 2                           17                    22      0.9 0.1170890
## 3                           17                    22      0.9 0.5046780
## 4                           17                    22      0.9 0.3739315
## 5                           17                    22      0.9 0.3033004
## 6                           17                    22      0.9 0.2871302
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling         msg iter_num param_index    loglik nfail trace_num
## 1         0.162       start        3           1        NA    NA        NA
## 2         0.162 first_trace        3           1 -869.0832     0         1
## 3         0.162 first_trace        3           1 -669.0413     0         2
## 4         0.162 first_trace        3           1 -649.4983     0         3
## 5         0.162 first_trace        3           1 -643.1247     0         4
## 6         0.162 first_trace        3           1 -638.5519     0         5
##   loglist.se
## 1         NA
## 2         NA
## 3         NA
## 4         NA
## 5         NA
## 6         NA
load(file = paste0("../Generated_Data/Profiles/", model_name,"_Model/","Grid_Search_MIF_run_1/",
                          model_name, "_Grid_Search_MIF_run_1_combined_data.RData"))
head(mif_sim_combined_output_df)
##   M_0 V_0 K_0       R_0        b_q       b_a b_p       p_S p_H_cond_S
## 1   5  13  14  5.883121 0.93214007 0.5123999   0 0.1359062  0.3735517
## 2   5  13  14 25.679210 0.04331488 0.4653650   0 0.1497828  0.6199107
## 3   5  13  14  4.990241 0.49076665 0.4625613   0 0.3424364  0.2245220
## 4   5  13  14  5.040920 0.11998162 0.7382745   0 0.3773241  0.1767405
## 5   5  13  14  2.412468 0.44166372 0.5396230   0 0.8046790  0.2628008
## 6   5  13  14  4.662393 0.12059422 0.6883708   0 0.5929974  0.1551997
##   phi_E phi_U phi_S   h_V      gamma   N_0       E_0      z_0 C_0
## 1  1.09  1.09   0.2 0.125  0.4608219 8e+06  5030.176 3712.279   0
## 2  1.09  1.09   0.2 0.125  2.9115623 8e+06  7142.424 5077.334   0
## 3  1.09  1.09   0.2 0.125  0.5335474 8e+06 13629.668 6149.248   0
## 4  1.09  1.09   0.2 0.125 17.3948547 8e+06 22528.896 4862.690   0
## 5  1.09  1.09   0.2 0.125  0.4660418 8e+06  9589.921 4768.716   0
## 6  1.09  1.09   0.2 0.125  4.8184949 8e+06 14264.687 3496.775   0
##   social_distancing_start_time quarantine_start_time PCR_sens    sigma_M
## 1                           17                    22      0.9 0.09867105
## 2                           17                    22      0.9 0.30525948
## 3                           17                    22      0.9 0.48712651
## 4                           17                    22      0.9 0.28146121
## 5                           17                    22      0.9 0.11708904
## 6                           17                    22      0.9 0.28128330
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling   msg iter_num param_index    loglik nfail trace_num
## 1         0.162 start        1           1        NA    NA        NA
## 2         0.162  mif1        1           1 -645.8693    NA        NA
## 3         0.162 start        2           1        NA    NA        NA
## 4         0.162  mif1        2           1 -629.8487    NA        NA
## 5         0.162 start        3           1        NA    NA        NA
## 6         0.162  mif1        3           1 -629.9411    NA        NA
##    loglist.se
## 1          NA
## 2 0.012978255
## 3          NA
## 4 0.007197377
## 5          NA
## 6 0.005469438
top_2_LL_params = mif_sim_combined_output_df %>%
  mutate(loglik = loglik-max(loglik, na.rm = TRUE)) %>%
  filter(is.na(loglik) | loglik>-2)
top_2_LL_params = top_2_LL_params %>%
  filter(msg == "mif1" || msg == "start")
mif_1_result_plot =  top_2_LL_params%>%
  shared_params_plot1()
## Warning in warn_if_args_exist(list(...)): Extra arguments: 'columLabels'
## are being ignored. If these are meant to be aesthetics, submit them
## using the 'mapping' variable within ggpairs with ggplot2::aes or
## ggplot2::aes_string.
png("../Figures/Profiles/N_12_Model/MIF_Run_1/MIF_Run_1_Histogram_Result_Plot.png")
print(mif_1_result_plot)
## Warning: Removed 25000 rows containing missing values (geom_point).
## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).

## Warning: Removed 25000 rows containing missing values (geom_point).
## Warning: Removed 25000 rows containing non-finite values (stat_density).
dev.off()
## quartz_off_screen 
##                 2

Analyze R_0 values

top_2_LL_end_params = top_2_LL_params %>%
  filter(msg == "mif1")
top_2_LL_end_params$R_0
##    [1]  5.040920  4.662393  5.579049  7.162057  7.141834  4.833856
##    [7]  4.857989  6.710488  5.956665  4.558041  6.245366  4.199673
##   [13]  4.360468  4.806548  4.663417  4.390696  4.802105  4.650602
##   [19]  4.009526  4.445180  4.652124  6.106006  5.288827  4.313748
##   [25]  6.971422  4.190706  4.584135  6.347998  5.130826  5.078844
##   [31]  4.910210  4.732912  4.993311  6.041788  4.112584  5.938039
##   [37]  8.215966  4.362688  4.513596  4.602916  4.310644  5.306637
##   [43]  8.872411  5.108632  5.197506  4.498765  4.514667  4.919962
##   [49]  5.092042  3.815817  4.816223  4.423404  5.491947  6.533819
##   [55]  4.536203 10.076365  4.429805  5.190391  4.613371  4.185393
##   [61]  4.336388  5.271033  5.137160  4.468272  6.849419  4.339646
##   [67]  4.409145  5.285391  4.293706  3.992733  5.940501  5.038933
##   [73]  7.923319  5.470650  5.508802  5.747641  5.076829  6.768167
##   [79]  6.138296  4.967275  4.090892  4.637768  5.608143  4.542638
##   [85] 16.113227  4.368757  5.135350  4.826347  4.567840  4.660970
##   [91]  5.230719  7.633848  5.049012 16.773204  4.912118  4.756288
##   [97]  4.145150  5.553403  4.634486  5.760372  4.491082  5.111089
##  [103]  7.258484  3.792157  6.146753  6.849457  8.003604  4.333706
##  [109]  4.286066  4.731326  7.047511  4.617850  4.831479  4.704810
##  [115]  4.483467  9.590295  4.488475 11.981744  4.421509  4.247799
##  [121]  4.585675  4.706421  9.138327  5.866224  4.696295  4.521744
##  [127]  5.542846  4.521041  6.361959  4.413216  4.396862 12.403918
##  [133]  4.733356  4.451336 10.593011  6.652658  6.027119  4.761823
##  [139]  4.454540  5.453480  4.685014  8.128665  4.870761  4.336892
##  [145]  4.543516  4.979386  4.690175  5.089506  4.732370  5.002321
##  [151]  6.241187  6.790335 16.271542  8.435579  4.363524  4.683865
##  [157]  4.563719  4.536432  4.730598  5.071517  4.326604  4.183615
##  [163]  4.221714  4.503226  4.658247  4.034296  5.207319  4.896833
##  [169]  4.685351  4.522236  5.496592  4.511154  4.164807  4.213470
##  [175] 12.736573  4.618532 12.087524  6.005686  6.048296  4.460231
##  [181]  4.802852  4.241442  7.118287  5.508801 17.304618  8.823666
##  [187] 11.805702  9.203111  5.217129  5.300003  4.659105  6.718617
##  [193]  5.957285  4.713588  4.892823  4.586621  4.892418  4.199230
##  [199]  5.910872  5.648821  5.283282  4.986426  5.371035  6.000415
##  [205]  6.065443  6.249385  5.038700  4.091596 13.090787  4.115516
##  [211]  4.577917  5.138769  3.729808  4.807238  4.653844  4.536264
##  [217]  5.054816  4.812013  4.567074  5.220798  5.628633  7.197505
##  [223]  7.447020  7.108255  5.176298  4.772298  6.295391  4.561553
##  [229]  5.497298  5.307853  4.476099  6.219082  5.319566  6.114736
##  [235]  5.416732  6.944641  4.970086  7.388569  4.429155  5.881018
##  [241]  4.008311  4.437360  5.754581  6.109298  4.696833  6.031475
##  [247]  4.360093  5.209749  4.170598  4.612629  5.974540  5.041436
##  [253]  5.319778  4.468146  5.229086  4.579213  4.743390  4.771031
##  [259]  6.218754  4.877130  4.516819  9.002530  4.367710  5.100003
##  [265]  4.965694  5.120866  5.225752  5.145216  4.570233  5.509446
##  [271]  4.476587  4.436022  4.424637  4.131367  7.081412  4.334861
##  [277]  4.567830 11.645894  6.151456  4.380644  4.918303  5.337476
##  [283]  4.772742  4.322670  5.697259  5.781922  4.912738  6.515821
##  [289]  4.469110  5.904491  6.163256  4.379963  4.530292  4.951227
##  [295]  3.773249  5.399065  4.570537  7.103678  5.834759  6.009838
##  [301]  6.162208  4.573641  6.440020  4.101959  4.828081  4.078684
##  [307]  4.328551  4.515070  4.555480  4.389564  5.024379  5.757656
##  [313]  5.082424  3.956616  4.611561  4.416625 19.347848  6.054942
##  [319]  4.672644  7.226283  4.581425  7.826569  4.402179  5.123254
##  [325]  4.886114  4.759351  5.102616  5.365434  4.456858  4.370809
##  [331]  4.409120  4.303217  6.449432  5.078697  6.392409  4.557081
##  [337]  4.778021  5.508898 15.622597  7.691253  4.455591  3.873497
##  [343]  4.226759  3.759366  4.987016  5.005914  4.605080  4.735011
##  [349]  4.483194  5.085536  6.884920  4.333391  5.349017  4.061311
##  [355]  5.485124  5.081876  5.718631  4.529853  6.239349  6.319494
##  [361]  4.680223  4.474489  4.789462  5.397563  8.921835  7.078316
##  [367]  6.906636  5.545798  5.328930  7.104821  4.506091  4.469403
##  [373]  4.683387  4.693074 11.071176  4.676999  5.039314  4.620469
##  [379]  4.338119  7.482828  4.827106  8.747613  4.276531  4.526615
##  [385]  6.490968  5.589109  4.120098  4.528781  6.384959  4.227965
##  [391]  4.716805  4.698136  4.743301  4.218522  5.110903  4.764557
##  [397]  4.780040  3.847514  4.500596  6.788449  5.901188  4.983209
##  [403]  4.190533  5.399930  7.521194  4.765801  4.158549  4.268172
##  [409] 16.830847  4.166217  7.870965  4.678023 11.005515  4.206925
##  [415]  5.361257  8.526805  5.808708  4.699658  6.146013  8.535823
##  [421]  4.711675  5.845377  5.800317  5.320393  5.983486  6.096827
##  [427]  4.611973  6.259067  7.465524  4.804556  4.188240  5.144646
##  [433]  5.040224  4.006594  6.344695  4.825260  8.345664  4.439355
##  [439]  4.593458  4.619209  5.964832  4.500701  4.775069  4.622095
##  [445]  5.136922  7.338513  5.193962  4.192088  5.186927  4.838726
##  [451]  5.009678  4.460810  4.799584  4.889493  4.064686  7.340800
##  [457]  4.174100  8.772515  4.423919  4.270805  4.481697  4.315498
##  [463]  5.829943  4.265497  7.651553  4.124919  6.091761  4.603675
##  [469]  4.373690  5.253631  6.336268  8.949318  4.889939  3.309957
##  [475]  6.207981  4.371900  4.703044  4.599878  4.582555  5.438928
##  [481]  4.559572  4.881238  4.408600  4.182829  4.492898  4.455730
##  [487]  5.586772  4.197396 10.350069  4.644785  6.316568  9.039955
##  [493]  4.632389  4.867365  4.338352  4.053863  6.399628  4.565622
##  [499] 10.195346  4.983062  3.889667  7.730103  6.595536  4.534588
##  [505]  4.919987  4.278637  5.623806  4.591391  5.021503  5.262207
##  [511]  4.838383  5.158730  4.974692  4.575851  5.136926  5.433093
##  [517]  6.550849  7.558132  5.677855  5.689971  4.325257  7.941943
##  [523]  5.091853  4.618554  5.497979 10.031686  4.697815  8.992206
##  [529]  4.456674  4.103583  4.132802  4.370366  4.474611  5.595164
##  [535]  8.990443  5.005810  3.955725  6.791140  5.551428  3.929972
##  [541]  5.674572  4.538412  4.517124  5.231707  5.745745  7.523185
##  [547]  5.002966  7.190377  8.228528  5.712716  6.211372  4.348987
##  [553]  9.131861  4.262517  4.808667  4.817840  8.893778  4.652733
##  [559]  4.254964  4.531512  4.497559  4.089363  6.889743  7.154333
##  [565]  4.773093  5.421455  6.247988  4.300800  4.628519  4.896184
##  [571]  5.220011  5.016127  5.111355  5.394882  5.274019  4.718534
##  [577]  4.774823  4.439759  4.363545  4.289079  5.746843  5.152467
##  [583]  4.613609  4.376118  3.880902  5.125733  7.247252  4.004002
##  [589]  6.276859  4.307007  3.966268  4.987558  5.007835  4.373146
##  [595]  4.976842  4.216248  4.368227  4.398304  4.227916  5.816930
##  [601]  5.342076  4.762875  4.952695  8.557473  5.423952 10.137660
##  [607]  5.137075  5.556534  5.386192  4.905647  8.251089  4.703298
##  [613]  4.657769  4.642695  4.481051  5.049606  4.074970 10.824678
##  [619]  5.182544  4.740520  4.606631  4.964281  5.141262  4.630900
##  [625]  4.990671  5.570823  5.491330  4.948476  5.591865  5.343045
##  [631]  4.285591  5.287155  3.420072  4.878660  5.605984  3.895397
##  [637]  7.115484  4.231188  4.575937  5.165133  6.813278  4.215557
##  [643]  5.856178  5.028496  6.984553  5.584177  7.682910  6.407891
##  [649]  4.342327  4.391283  5.255694  5.310193  4.572690  4.337913
##  [655]  8.763663  6.570351  4.547243  5.799680  5.958511  6.765119
##  [661]  6.236213  4.575908  4.855647  5.818933  5.337572  4.427817
##  [667]  4.402433  4.095364  4.815293  7.710655  4.145745  4.186492
##  [673]  4.680154  4.517962  4.539528  4.169195  4.647844  4.433540
##  [679]  4.182390  4.865350  4.745525  4.513622  4.752367  5.200705
##  [685]  4.132900  5.018174  4.395306  6.189450  4.853065  5.606262
##  [691]  4.126673  4.615450  5.962208  4.401162  5.489608  6.830433
##  [697]  5.403582  4.714595  4.770024  4.900816  4.066976  3.734982
##  [703]  4.767596  4.715148  5.365689  5.204211  7.403578  6.563343
##  [709]  5.021277  4.110149  7.710053  6.310446  4.102805  4.387135
##  [715]  8.681878  5.353606  5.198009  4.567817  6.696836  5.424097
##  [721]  4.233911  7.950038  7.420304  4.438671  4.340374  4.403552
##  [727]  5.696494  4.842419  4.575541  5.328912  9.767238  4.419535
##  [733]  4.752424  4.111985  5.839094  4.230242  4.416150  4.690267
##  [739]  6.506997  4.189383  6.077344  4.446266  7.488646  4.459179
##  [745]  4.721395  6.499029  5.431066  5.312590  4.217354  5.216427
##  [751]  6.736617  4.616097  5.731758  5.476071  5.003837  4.856269
##  [757]  4.979594  5.423036  5.251163  4.607760  5.005958  4.159619
##  [763]  6.299699  4.397186  4.257109  5.727979  4.733729 10.376363
##  [769]  4.963030  6.377510  4.120888  6.653664  5.084560  4.515353
##  [775]  4.478181  3.652349  4.595632  6.517069  4.287408 10.587511
##  [781]  4.573597  5.712931  6.354777  4.574640  4.298376  4.454840
##  [787]  5.228884  4.429691  5.076623  4.075630  4.325559 12.013347
##  [793]  4.666764  4.685039  4.763832  3.720014  5.782313  4.082193
##  [799]  4.895377  8.350336  4.410370  6.173061  6.412933  5.746388
##  [805] 10.326372  4.805807  4.831946  7.781991 11.876430  6.309376
##  [811]  4.825760  4.761717  8.003024  4.163500  5.035072  4.460162
##  [817]  5.474307  4.339655  4.510380  4.735240  4.761808  4.951854
##  [823]  5.103467  4.225663  8.609029  4.974726  5.941775  4.687429
##  [829]  4.800184  5.071703  7.670017  4.349950  3.913835  5.386220
##  [835]  4.434786  7.638343  4.184740  3.882345  4.068336  6.109012
##  [841]  4.218989  5.101757  5.019545  9.624169  4.291400  4.564467
##  [847]  9.426152  5.683455  5.339727  5.757245  6.715912  4.597221
##  [853]  4.329781  4.513203  6.173315  5.189359  5.739832 11.093776
##  [859]  6.187016  4.701672  7.371624  4.631586  6.184012  7.076224
##  [865]  4.708222  4.812005  5.285436  4.517713  4.757271  4.922304
##  [871]  6.946060  3.943046  4.314962  5.766910  4.339804  4.315456
##  [877]  6.179973  4.617404  4.433495  5.315887  5.124989  4.288286
##  [883]  7.905221  5.544797  5.144754  4.840837  4.585566  4.572841
##  [889]  4.814362  4.707848  5.865492  4.542274  5.051022  5.570926
##  [895]  5.248544  9.382379  4.645629  6.498484  5.212386  4.140372
##  [901]  5.312385  5.918956  5.342753  5.963591  4.069425  4.410325
##  [907]  4.246825  3.311053  4.290255  3.561640  4.381590  4.923592
##  [913]  4.636247  4.246730  4.617433  4.776047  7.604812  4.506219
##  [919] 11.861352  5.464704  7.368632  3.841435  4.656945  4.600158
##  [925]  4.324472  6.509169  5.396682  4.845504  5.279287  4.241539
##  [931]  3.902377  6.123345  4.927600  6.852643  5.099795  5.936923
##  [937]  4.753758  5.963497  8.817197  8.505590  5.321150  4.941084
##  [943]  4.829064  5.392615  4.777177  4.783607  4.324315  4.712356
##  [949]  4.299479  4.230464  6.435954  5.877539  5.473924  4.926995
##  [955]  4.896678  4.470966  4.563889  5.768130  4.777888  5.101428
##  [961]  3.574025  5.205457  4.218572  4.743055  5.959437  5.580426
##  [967]  4.638223  4.232841  5.064968  4.748832  4.053031  4.159929
##  [973]  4.640728  5.365902  4.981764  4.832234  4.680184  4.261738
##  [979]  4.145066  5.124651  7.835062  5.258389  4.600420  4.700591
##  [985]  4.569017  4.829788  5.396247  4.683707  5.563200  5.594520
##  [991]  4.719921  6.509833  7.526530  8.352481  6.365110  5.168553
##  [997]  4.577808  7.976766  5.088397  7.013495  5.488691  4.344553
## [1003] 15.256064  6.328657  5.383441  4.169540  4.482362  4.660131
## [1009]  4.524095  4.626954  4.530583  5.144982  4.747837  4.750108
## [1015]  8.649083  4.976098  4.655830  4.833179  4.212915  5.305157
## [1021]  5.040112  4.384706  4.583679  5.114578  4.615033  4.241636
## [1027]  5.045197  4.105956  4.048414  4.740343 10.772116  6.026068
## [1033]  6.918897  5.542797  5.573609  4.560891  4.293583  6.993613
## [1039]  4.156982  8.008209  4.889640  4.309578  4.986000  4.335591
## [1045]  5.149982  6.661433  4.789197  6.211411  4.990078  4.415933
## [1051]  4.249434  5.073118  4.140800  8.943986  4.610375  4.968069
## [1057]  9.882429  4.331729  4.998135  5.278212  5.163878  4.468787
## [1063]  5.141791  5.129200  5.087847  6.190993  5.309211  4.490624
## [1069]  5.166644  5.154665  9.451799  4.821688  5.223110  4.740481
## [1075]  6.150838  3.908979  4.279130 10.547121  4.832121  5.603198
## [1081]  4.589190  4.037619  4.728980  4.150904  4.193045  4.028457
## [1087]  5.605607  4.357344  4.892705  4.160814  4.740036  4.100197
## [1093]  6.718144  4.909424  6.813554  5.130442  4.558672  5.102741
## [1099]  6.096540  4.768670  4.784959 10.753647  4.169677  5.103065
## [1105]  4.647271  4.230064  4.352281  4.478331  6.255100  6.112016
## [1111]  4.882067  6.787814  5.267120  5.612044  5.290331  5.700319
## [1117]  4.537844  4.753886  4.719797  4.581286  5.152477  6.014722
## [1123]  4.975435  4.420559  5.770780  4.232936  5.147242  5.539517
## [1129]  4.984115  5.427747  4.352720  4.563293  4.922414  4.052746
## [1135]  4.142778  4.493666  6.030755  4.141745  4.599922  3.997478
## [1141]  5.432271  4.765860  6.276385  8.999334  4.127173  5.381896
## [1147]  4.647903  4.220325  4.151476  6.738015  5.085367  6.161951
## [1153]  4.789745  5.801560  6.561316  5.407430  4.504161  4.322600
## [1159]  5.123616  4.957748  4.498970  4.563207  5.671830  4.401961
## [1165]  6.962507  5.219069  4.459063  4.885741  4.925284  4.350182
## [1171]  4.614236  8.405720  4.935748  6.180843  4.461392  4.898556
## [1177]  4.234169  4.575248  6.069993  4.133392  8.948582  4.569320
## [1183]  4.464893  6.164098  5.073502  6.056076  4.672886  4.711737
## [1189]  4.483457  4.638722  8.096485  4.537965  8.179226  4.357602
## [1195]  5.021661  4.162038  4.555027  5.389736  4.556470  4.742726
## [1201]  4.635751  6.388165  6.747267  4.012366  4.277252  4.177722
## [1207]  4.034283  4.567727  4.183265  4.523275  5.921018  6.181347
## [1213]  4.350689  4.233646  5.788373  6.434335  8.917136  5.844336
## [1219]  8.712876  4.301252  4.769633  4.267492  6.983339  4.181197
## [1225]  9.594133  7.576078  5.826559  5.872346  4.668902  4.431707
## [1231]  5.727598  4.368906  5.042525  4.915229  4.563634 11.608872
## [1237]  4.973077  6.677658  4.842454  6.203220  4.094309  5.252132
## [1243]  4.880324  4.455576  5.013733  5.177156  4.558892  4.943777
## [1249]  6.478005  4.207789  8.403630  5.162718  5.534043  4.780757
## [1255]  4.859338  4.626242  6.173184  5.175266  9.880118  4.049533
## [1261]  7.153721  4.434774  4.931224  3.887312  4.886324  5.100252
## [1267]  6.624634  4.617177  4.385633  5.124465  6.605127  4.415521
## [1273]  4.874829  6.257810  4.281432  5.762622  6.243954  5.484015
## [1279]  4.084111  7.279223  5.380594  4.727700  7.386252  4.188049
## [1285]  5.952759  4.166441  4.211920  3.933965  4.274623  4.869540
## [1291]  5.385189 16.854570  7.811908  4.163719  4.540771  4.410727
## [1297]  4.773615  5.991279  5.223364  5.229198  4.517265 10.052036
## [1303]  4.822731  4.855800  4.221825  4.495958  4.887900  4.502625
## [1309]  4.449007  4.649836  4.868991  4.637980  6.210061  5.286623
## [1315]  4.373711  7.157344  5.346183  4.438530  7.347157  4.923260
## [1321]  4.355025  4.276878  4.701953  5.231189  7.402490  4.128553
## [1327]  4.969329  4.084829  5.517616  4.592559  4.262249  5.207295
## [1333]  4.754381  5.685030  4.556132  4.774072  4.747242  6.394712
## [1339]  4.079916  5.290490 10.785307  5.120513  5.408986  5.089116
## [1345]  4.852055  4.402039  4.497216  4.785120  5.719092  4.211252
## [1351]  3.954770  5.694054  4.879466  4.401792  4.326902  4.295808
## [1357]  4.604829  5.177271  4.396774  4.803079  4.540126  4.192822
## [1363]  4.985956  4.725632  5.852088  4.538535  4.945147  4.373359
## [1369]  4.942624  5.602622  5.215399  4.712209  4.303997  5.361253
## [1375]  4.506023  5.497680  5.967075  4.602626  5.495863  4.201371
## [1381]  4.676669  5.287850  4.688344  5.159225  6.297656  4.346070
## [1387] 11.662320  4.646104  5.232205  4.573502  5.319234  4.226761
## [1393]  5.882118  3.860093  3.574855  3.355432  4.571917  4.314311
## [1399]  4.380590  4.992644  5.014253  5.045937  4.379845  6.109878
## [1405]  4.759795  4.116361  5.246000  4.249937 11.465809  5.194934
## [1411]  5.574308  5.858485  4.305315  4.544422  4.864944  4.453174
## [1417]  4.533174  7.123984  4.234713  4.310380  5.562789  4.079702
## [1423]  4.695562  4.978632  4.174857  5.168622  4.506543  5.075962
## [1429]  5.765806  4.672825  5.373354  4.589818  5.775198  5.357396
## [1435]  6.245399  5.623083 15.908346  5.492059  4.179631  6.034784
## [1441]  5.630244  4.522715  8.412140  4.676772  4.595688  5.312828
## [1447]  5.138816  4.763408  5.496681  4.793034  5.358095  4.355135
## [1453]  4.992466  3.808219  5.680480  4.122615  4.932094  4.977943
## [1459]  5.379364  4.076388  4.574434  4.207288  4.909948  5.815887
## [1465]  5.043222  5.208849  4.721506  4.923193  5.122199  4.504479
## [1471]  5.035379  5.228860  4.652787  4.936710  4.368002  5.256147
## [1477]  4.860601  4.449206  4.493434  4.955392  4.166703  4.729655
## [1483]  4.550871  4.597734  4.210411  4.142818  4.730218  4.619029
## [1489]  4.426775  5.215425  3.750871  4.665542  5.754185  4.772002
## [1495]  4.706843  7.209952  4.304873  5.190443  4.572419  4.932678
## [1501]  5.467756  4.261680  5.157422  4.771360  4.321717  4.411417
## [1507]  4.620596  4.693021  4.254203  4.758240  6.288973  5.223268
## [1513]  4.965039  5.457854  5.790155 10.073986  4.338525  4.486179
## [1519]  5.895670  5.212189  6.479124  5.239374  5.150018  4.565496
## [1525]  5.645302  6.992109  4.480608  4.461839  5.773388  4.860011
## [1531]  4.785801  6.043493  4.770377  5.540256  4.011811  4.581770
## [1537]  5.208719  4.981040  4.743530  4.125579  4.464689  5.306158
## [1543]  6.282910  9.207625  4.513602 11.183690  4.325809  4.400519
## [1549]  5.338499  5.293399  5.483151  4.789569  5.701092  4.843595
## [1555]  6.431405  4.264257  5.044776  4.367149  4.990014  5.285257
## [1561]  4.062620  4.241840  4.589374  8.382150  4.381642  4.176466
## [1567] 12.135349  5.722595  3.870917  4.939213  6.236698  5.101750
## [1573]  5.225558  4.336187  4.770543  5.219391  4.317082  9.917884
## [1579]  6.157984  4.629905  4.613859  5.564415  4.797283  4.698279
## [1585]  4.638326  4.371107 16.881085  4.914777  7.274896  4.387131
## [1591]  5.289971  4.181083  5.263471  5.316077  4.914067  5.462299
## [1597]  5.351492  5.211921  5.610785  8.852581  4.424240  5.515613
## [1603]  5.503792  4.264874  5.355692  4.860926  3.964236  4.652201
## [1609]  4.169846  6.656467  5.099486  6.051732  4.342795  4.346540
## [1615]  6.020719  7.366576  4.400915  4.677927  4.150056  5.954801
## [1621]  6.727312  4.662995 14.965275  4.212120  4.692049  3.724283
## [1627]  7.386460  4.271727  4.570420  6.647469  4.023854  6.020580
## [1633]  5.030331  4.097614  4.721393  4.809528  5.038371  5.029281
## [1639]  6.148291  6.403812  5.309713  4.554235  7.950243  4.628485
## [1645]  7.847132  4.202165  5.370741  4.993392  5.381359  6.057762
## [1651]  7.049605  9.726980  4.675436  3.902057  4.855552  4.791402
## [1657]  8.581004  5.742591  4.455132  5.552976  4.791069  4.822600
## [1663]  5.147557  4.303430  4.029300  3.935036  4.220011  4.477733
## [1669]  6.039406  4.719490  4.818170  7.708480  3.912670  4.814167
## [1675]  4.407844  5.085718  6.744623  7.277487  4.580670  4.641217
## [1681]  9.376614  4.758231  5.158546  4.173349  4.467705  4.129668
## [1687]  6.230256  8.986329  5.325718  4.560750  4.598382  4.433911
## [1693]  4.702301  5.521135  6.283344  4.286076  8.591991  4.814254
## [1699]  4.668389  4.471108  4.288913 11.158077  5.222289  4.440450
## [1705]  5.529619  4.586069  4.665080  4.309395  4.330638  4.499427
## [1711]  6.074545  4.204283  4.805988  4.280851  6.116301  4.524184
## [1717]  4.180170  4.280259  6.167557 16.563943  3.812134  8.183149
## [1723]  4.989427  4.584172  5.456993  4.975342  5.323377  4.814463
## [1729]  4.590752  4.452195  6.184091  5.746478  6.252195  4.480804
## [1735]  4.745301  4.476890  7.862355  4.942090 11.403860  4.512164
## [1741]  5.777367  4.986255  3.947379  4.316528  4.357994  4.377796
## [1747]  4.080738 12.845024  4.339668  5.187987  4.845196  4.386431
## [1753]  3.975889  4.476095  4.597155  5.896067  4.341729  5.240416
## [1759]  5.268700  5.372461  4.347653  5.563024  4.984188  4.548444
## [1765]  6.205256  4.744033  4.890887  6.085963  7.202997  4.341506
## [1771]  5.132213  4.652812  6.860818  4.740236  9.831027  7.221399
## [1777]  4.426070  4.681878  4.535121  5.814750  5.330608  6.197546
## [1783]  4.601608  4.152086  4.549222  7.498501  4.906723  4.928412
## [1789]  6.317238  4.475154  6.672863  6.233793  4.607978  4.338454
## [1795]  6.619979  4.453091  5.107266  9.069946  4.327843  6.787388
## [1801]  4.508963  4.318418  6.291082  5.552687  7.457062  5.574051
## [1807]  6.517517  8.704907  5.547931  4.730513  6.884275  5.705470
## [1813]  4.283979  4.718444  4.633084  4.212013  6.253968  4.927723
## [1819]  5.604591  6.278022  4.489684  4.969995  4.373009  5.100760
## [1825]  5.024255  4.363983  5.145831  5.057077  4.502357  5.416743
## [1831]  4.800890  4.132384  4.241523  5.487710  8.221758  4.749769
## [1837]  5.384328  4.548042  5.057722 12.902112  5.545494  7.094042
## [1843]  5.131682  3.981496  4.612602  3.900668  5.109064  4.555654
## [1849]  4.471808  5.510693  4.631884  4.291418  4.572655  6.635375
## [1855]  4.473964  5.051227 14.137641  4.761068  8.020988  5.564036
## [1861]  4.464557  4.532703  4.021460  4.618192 18.074123  5.448742
## [1867]  4.127701  5.114703  4.646469  4.122331  4.567988  3.725522
## [1873]  5.323733  7.624483  6.197761  4.771342  4.126540  4.239947
## [1879]  7.787232  3.776543 11.615043  4.677641  4.454443  4.793547
## [1885]  4.108329  4.115639  4.595319  5.234633  7.246127  4.647908
## [1891]  4.870685  7.524995  4.083890  6.182958  4.350944  4.301433
## [1897]  4.462970  5.430680  4.715043  7.576256  6.436589  4.809825
## [1903]  5.803134  7.298625  4.292732  4.365671  4.682881  4.361966
## [1909]  4.331249  4.821386  4.562647  5.194578  4.929127  5.053160
## [1915]  5.509417  4.378200  5.137212  4.470701  5.011651  8.256627
## [1921]  4.341022  4.561372  3.856855  5.268057  4.040974  4.714272
## [1927]  4.741539  4.666007  4.604611  8.005312  4.377655  5.753333
## [1933]  9.572220  5.307134  4.640761  4.240817  4.437352  4.733594
## [1939]  5.275484  4.729054  4.761592  7.048367  4.973651  5.312675
## [1945]  7.471017  4.192343  4.035891  6.347686  4.322344  3.852616
## [1951]  4.692327 13.342201  4.822208  5.256948  6.323177  7.038480
## [1957]  5.916990  5.033281  4.002340  4.603693  4.657296  5.777947
## [1963]  5.706898 14.188183  4.958983  4.525626  5.745435  4.608516
## [1969]  4.327315  6.403416  5.772245  4.699939  4.534674  6.562238
## [1975]  4.498482  5.189743  6.064303  4.091157  5.355673  5.042584
## [1981]  4.727015  4.710505  4.435842  9.699497  4.784590  6.661864
## [1987]  4.246350  6.411092  4.707834  4.171179  4.471860  7.926942
## [1993] 11.366083  4.444005  5.241150  4.985425  5.348731  4.507364
## [1999]  4.174956  6.002922  4.367488  7.556141  4.254089  5.238421
## [2005]  6.479474  4.660289  5.212328  4.343334  4.449083  5.236530
## [2011]  4.147903  5.452069  5.237293  6.249391  5.146272  4.403317
## [2017]  4.299170  5.068066  5.307042  4.488790  4.373787  4.847124
## [2023]  4.407479  5.699811  5.452957  4.409652  4.468123  3.985789
## [2029]  4.446328  5.630623  5.568141  5.747438  4.101311  5.836075
## [2035]  4.638901  4.364856  4.501473  4.374851  5.258212  5.036208
## [2041]  6.247702  4.392189  5.417129  7.605019  4.647669  5.485735
## [2047]  4.754946  5.913093  4.554233  4.321631  9.338230  4.600776
## [2053]  4.565800  4.728503  4.191712  5.077625 12.118381  4.225264
## [2059]  8.462996  4.664579  4.410492  7.019979  6.357659  6.274833
## [2065]  4.232952  6.539902  4.481441  6.873299  4.194820  6.921781
## [2071]  4.482351  4.362677 13.200241  8.381747  4.974250  4.821844
## [2077]  3.886809  4.876524  6.519394  5.183781  5.353529  4.903689
## [2083]  4.425015  8.854715  4.427450  8.929545  5.409214  5.261733
## [2089]  4.812433  5.830618  5.357649  4.545649  5.195536  6.387169
## [2095]  4.737951  4.531462  4.414608  4.877915  4.305027  5.034910
## [2101]  5.701769  4.267006  4.339948  5.290939  5.260969  4.908515
## [2107]  4.355603  4.071090  5.335310  6.314242  4.160069  6.607303
## [2113]  4.966331  4.941929  5.454791 11.608386  4.251954  5.800949
## [2119]  5.158944  5.178600  5.422828  5.422959  4.374145  5.141133
## [2125]  4.298306  6.394834  4.571105  4.960932  4.593717  4.642179
## [2131]  4.417309  6.366486  6.616284  4.164156  4.351081 13.069844
## [2137]  5.030108  5.166986  7.965317  4.557784  4.246963  4.947996
## [2143]  5.332197  4.604812  4.578729  5.913258  4.393735  5.220370
## [2149]  4.356651  4.170019  3.975217  4.502846  4.241164  5.018119
## [2155]  4.866215  5.164095  4.463737  4.574404  4.265078  4.255702
## [2161]  5.725376  6.405753  4.404253  4.597953  7.182379  8.171697
## [2167]  5.838253  4.368140  5.629377  4.683879  4.704389  4.762594
## [2173]  4.515596  4.526741  5.011175  4.593786  6.020834 16.848323
## [2179]  5.485765  8.796123  4.415459  7.702567  4.576178  5.106309
## [2185]  5.884495  4.747624  4.966897  4.038212  4.922781  4.235878
## [2191]  3.980058  5.921198  4.478455  5.982036  4.507377  7.232697
## [2197]  5.022208  4.296488  5.059120  5.423396  4.461099  6.976508
## [2203]  5.215424  4.085632  5.770528  4.912462  4.187376  4.650055
## [2209]  6.505536  4.587860  4.091492  4.539473  4.199594  5.549543
## [2215]  4.650373  4.625824 10.867813  4.219103  5.977340  4.493613
## [2221]  5.339971  4.373919  5.552547  7.076060  4.709634  8.385358
## [2227]  6.618390  6.045924  5.942409  4.608362  5.366468  5.038842
## [2233]  4.483513  4.446881  4.474014  9.580420  5.554512  4.404366
## [2239]  4.453006  9.841658  4.507936  3.554842  5.000585  5.562334
## [2245]  6.076544  6.513811  4.411760  4.325253  4.558376  7.604585
## [2251]  5.008326  4.117787  4.875277  4.510588  6.645913  5.227362
## [2257]  4.956418  5.118015  6.972442  7.858329  4.618454 14.752911
## [2263]  4.316359  4.290079  4.634703  5.489304  5.224051  7.582427
## [2269]  9.489092  4.582156  5.101959  4.403739  4.490568  6.501219
## [2275]  4.834138  6.749842  5.303439  6.952786  6.646645  6.233107
## [2281]  4.570031  4.503198  5.525413  4.429712  8.265233  5.996681
## [2287]  8.448577  4.579352  4.221368  4.313641  5.087718  4.617139
## [2293]  4.197858  4.360636  6.354756  4.729463  4.501055  6.551615
## [2299]  5.429678  7.410842  4.424093  4.633030  5.747731  7.509133
## [2305]  8.204183  4.303579  6.102492  4.487973  4.737083  4.650793
## [2311]  4.388639  4.155823  5.512513  4.931952  5.018415  4.977471
## [2317]  6.048046  5.603454  8.872002  4.851726  4.837942  4.254771
## [2323]  5.182266  4.608566  5.475392  4.368811  4.722800  4.146521
## [2329]  4.760604  5.084620  4.596063  4.761824  4.459453  3.950608
## [2335]  4.325782  3.843433  4.856718  4.789627  5.139569  4.574907
## [2341]  4.314180  5.023076  4.890961  3.488893  5.559266  4.220744
## [2347]  8.298902  4.634245 10.001386  4.948260  4.637321  5.499325
## [2353]  8.070266  5.201789  5.591234  4.564458  4.761379  5.545871
## [2359]  4.562863  4.501660  4.669458  4.508148  5.187286  5.337760
## [2365]  6.329706  8.409533  4.500907  4.382074  4.730849  5.357704
## [2371]  5.414264  5.038120  6.058975  4.876723  4.670325  5.168071
## [2377]  4.412316  7.735279  4.330606  6.217980  4.498722  3.412585
## [2383]  5.245678  4.359166  4.906255  4.733453  5.975010  4.686516
## [2389]  4.800944  3.826703  5.288101  4.846950  4.848439  3.986754
## [2395]  5.213877  4.384598  4.185449  4.285067  6.140048  4.222927
## [2401]  4.456465  4.951937  5.897764  5.513961  5.321616  4.562787
## [2407]  4.064434  4.666473  4.372125  5.074526  4.394848  4.707788
## [2413]  5.713944  4.498983  4.663104  5.019635  4.998816  4.967948
## [2419]  4.959412  6.230832  4.333482  5.196345  6.714872  4.480843
## [2425]  3.999646  5.480204  4.667294  4.272478  5.658170  4.872720
## [2431]  6.283164  4.362480  4.774996  4.572274  4.525664  6.200290
## [2437]  4.618207  4.699859  4.245296  5.404688  4.474743  8.929287
## [2443]  5.640292  4.248732  9.283657  5.752310  6.675595  4.642877
## [2449]  7.093180  6.070961  4.514062  6.917590 11.223081  7.254299
## [2455]  4.611350  4.770834  7.785586  4.276885  4.847970  7.628172
## [2461]  4.902480  4.980643  4.903680  6.256653  6.468161  6.094299
## [2467]  8.457249  4.470376  4.100561  6.150202  4.457437  5.735987
## [2473]  8.490441  5.500492  4.803262  4.983583  6.164467  5.581753
## [2479]  4.175777  6.147012  4.850815  4.152040  5.216378  8.353151
## [2485]  5.779103  4.257578  5.258867 13.587941  4.531569  4.171034
## [2491]  7.886679  4.338279  4.618221  5.008953  5.543672  5.264065
## [2497]  6.463905  6.000370  4.344175  4.018662  4.111733  4.998447
## [2503]  6.857841  4.284279  4.932889  5.098225  4.355230  6.774293
## [2509]  4.512385  3.984616  5.649860  7.278115  4.630727  6.176062
## [2515]  5.130549  4.076756  5.177767  4.135179  4.893853  4.679335
## [2521]  4.157713  5.638731  4.960704  4.456174  6.161432  4.365513
## [2527]  6.372677  5.339524  4.549166  4.384014  4.552408  6.838040
## [2533]  6.095236  3.885835  4.217967  4.806836  5.695177  3.957232
## [2539]  4.000989  5.307510  4.910585  4.264252  5.029288  8.811286
## [2545]  5.020719  5.440632  7.132148  4.688388  3.846588  5.276295
## [2551]  4.705461  5.101022  4.681493  6.696494  4.037933  5.733384
## [2557]  5.754544  4.513110  4.502156  7.189115  4.416431  6.027741
## [2563]  4.537992  7.981790  7.195134  4.241569  4.704076  5.736734
## [2569]  4.282692  4.635939  4.638848  5.255129  4.717707  4.074844
## [2575]  8.505100  4.922165  7.268682  3.906290  8.282934  4.655367
## [2581]  4.498121  4.634561  5.659012  6.330308  4.066691  5.007014
## [2587]  5.987249 18.879108  7.240022  4.287325  4.029750  4.468491
## [2593]  3.895029  4.627511  4.162068  4.040028  6.899598  4.789503
## [2599]  4.439199  5.902842  4.155997  4.248076  5.561487  6.098754
## [2605]  4.318669  5.666991  4.716884  4.039335  4.935974  5.025597
## [2611]  4.339255  6.013105  6.617944  6.853200  4.160139  4.326100
## [2617]  4.554535  9.301695  4.586375  4.358815  4.654432  5.260918
## [2623]  5.250029  3.927166  4.510781  4.507855  4.320443  4.445244
## [2629]  4.079935  4.197944  5.060131 10.821340  4.706357  4.711131
## [2635]  4.793049  4.698225  5.243747  4.828131  8.117443  8.715221
## [2641]  4.243854  5.584374 10.355108  4.751623  5.255801  5.466241
## [2647]  4.540855  4.316525  4.654302  6.028738  5.950847  6.437582
## [2653]  4.885936  5.481455  5.633648  4.869229  6.505412  4.582020
## [2659]  4.978353  5.806607  6.087226  4.340350  5.414750  5.231690
## [2665]  5.028608  4.542620  4.294337  4.291571  4.234049  4.077193
## [2671]  5.517452  5.696932 13.574125  7.119901  4.685429  4.939868
## [2677]  6.542595  4.705137  5.626175  8.296913  4.461581  4.974395
## [2683]  4.981273  5.991828  4.303249  4.920850  6.536404  4.841327
## [2689]  6.853453  4.966052  4.383536  7.193913  4.235035  5.801451
## [2695]  4.991472  5.254527  5.494521 11.569425  4.940088  5.323909
## [2701]  4.864904  4.474371  4.508215  4.566574  5.267379  4.817147
## [2707]  5.703601  4.735775  6.264030 10.153267  4.079840  5.535022
## [2713]  7.901094  5.387997  5.186793  4.182457  5.989605  5.656936
## [2719]  4.147678  9.459342  5.511650  4.402492  6.159699  4.973230
## [2725]  3.827648  4.173814  4.994298  4.331084  5.424570  5.438744
## [2731]  6.168681  4.613122  4.805580  5.230042  4.671356  5.185060
## [2737]  4.746137  5.124624  6.211079  4.656851  4.384625  7.753954
## [2743]  4.712929  4.476073  3.755559  6.423829  4.387703  5.686090
## [2749]  4.506178  6.892544  4.522415  5.272084  5.165686  5.241917
## [2755]  4.304802  4.114709  4.591871  5.197074  4.376311  4.203514
## [2761]  4.913395  5.287128  5.884239  5.588265  4.776485  6.672230
## [2767]  4.134778  8.713645  5.562698  4.778941  4.866854  4.501556
## [2773]  5.076198  6.343731  5.820348  4.456653  4.591095 12.665035
## [2779]  6.307066  4.434598  4.559170  5.205307  4.385062  4.406490
## [2785]  4.156186  8.350806  5.966015  6.114040 13.613865  4.395555
## [2791]  4.753135  4.620244  4.324484  5.195734  4.280062  4.668019
## [2797]  4.577394  4.455057  4.198166  8.504190  7.668645  8.972220
## [2803]  6.784720  9.645206  6.287221  9.480462  5.350295  5.531861
## [2809]  4.734286  4.197159  4.215449  7.030770  4.143753  4.789902
## [2815]  9.222551  4.633693  4.555848  4.872632  4.376160  4.250241
## [2821]  5.208590  3.958364  4.874430  4.945669  4.296403  4.658438
## [2827]  4.375000  4.841979  4.256031  7.169287  5.057575  5.157545
## [2833]  4.404065  4.505530  5.212716  8.095422  4.348889  4.989901
## [2839]  6.555729  5.759989  4.579487  4.399218  7.173204  3.983876
## [2845]  4.597515  5.151739  4.666827  4.274546  4.911620  5.567739
## [2851]  4.629099  4.134788  6.856833  5.173354  5.164355  6.157564
## [2857]  7.806416  5.038046  4.543145  6.235704  7.869456  5.365528
## [2863]  4.722830  4.351501  5.670994  8.408496  5.985056  4.873267
## [2869]  5.204388  5.137301  4.790132  4.486338  4.420563  4.354563
## [2875]  5.017506  4.587549 10.279329  4.035080  6.511775  4.637925
## [2881]  4.528156  5.553293  4.397610  4.588466  4.401029  6.308785
## [2887]  4.260738  4.581966  4.288272  4.312420  5.950510  5.347480
## [2893]  5.012552  3.684284  5.473643  4.629539  6.456291  4.599459
## [2899]  4.992323  4.716662  5.108777  4.230775  5.258600  5.256015
## [2905]  4.155094  5.730984  4.765560  5.441389  4.447901  4.208526
## [2911]  4.235983  3.660219  4.589466  4.333922  9.001452  9.706313
## [2917]  7.653582  4.095167  4.884178  4.815531  5.744605  4.667492
## [2923]  5.340668  4.872660  7.166749  8.901122  4.253548  4.778341
## [2929]  5.115408  6.412392  4.263307  4.702772  5.540301  4.020934
## [2935]  4.783078  4.563152  4.317821  4.368807  4.342803  4.092823
## [2941]  4.437074  4.742664  5.261389  5.334926  4.604492  4.168792
## [2947]  4.577193  4.516621  6.080303  4.579822  4.475593  4.611990
## [2953]  4.410521  5.502803  5.552709  4.292196  4.436371  4.758873
## [2959]  4.975042  4.361744  4.607037  5.523358  4.945925  4.354719
## [2965]  5.103216  7.452007  3.798219  5.702920  5.371094  7.563330
## [2971]  4.599555  4.143449  4.395515  4.661801  5.493401  4.756895
## [2977]  5.681694  4.666716  5.761244  4.868327  3.983866  4.725130
## [2983]  4.265139  4.625639  4.059513  6.124352  5.305672  5.203631
## [2989]  4.705071  4.252561  5.102056  5.876978  4.898537  4.269138
## [2995]  4.661066  4.165012  5.141350  3.976754  5.138849  4.560263
## [3001]  4.134413  4.044132  4.293635  4.414695  7.053419  4.732222
## [3007]  4.585203  5.321712  5.720402  4.756832  4.349256  4.474881
## [3013]  6.246495  4.249347  5.053847  4.477422  4.701028  4.666653
## [3019]  4.215452  4.502407  4.430277  5.445110  4.766895  5.136438
## [3025]  4.513490  4.242545  4.794922  6.988513  4.243534  7.554956
## [3031]  4.049166  6.719593  6.130871  4.501332  4.447674  6.529100
## [3037]  8.577984  4.728958  4.950006  3.324175  4.448909  6.726125
## [3043]  4.354672  4.867134  4.166632  4.755650  5.657343  7.568787
## [3049]  5.555101  5.776216  5.508942  4.236051  4.896708  4.345162
## [3055]  4.537691  4.832460  8.374964  4.449346  4.226795  6.056491
## [3061]  4.202645  4.172373  4.177603  4.357566  4.460165  4.280915
## [3067]  4.685846  4.479225  4.363374  4.120795  4.874030  6.094955
## [3073]  4.560290  3.866187 13.554019  4.612821  4.526983  7.012755
## [3079]  4.426465  4.393540  4.033556  5.168189  5.870594  4.606461
## [3085]  4.307197  6.701445  5.191508  4.982917  4.367722  4.408310
## [3091]  4.553864  4.430069  3.987153  4.966626  4.694786  4.229460
## [3097]  4.487878  6.235527  4.265782  4.332190  4.994720  4.668737
## [3103]  5.458111  4.235444  4.172375  4.633480  4.801002  4.525341
## [3109]  4.852959  4.767824 10.659739  4.979426  4.419209  5.803686
## [3115]  7.653561 10.119127  4.800908  4.283148  5.892731  5.092201
## [3121]  6.130251  4.933410  5.950209  5.333270  9.846221  4.493504
## [3127]  4.928019  4.421254  4.528900 13.437202  5.262096  5.784229
## [3133]  7.573071  4.548023  4.887825  4.690799  5.606719  5.024861
## [3139]  6.825910  4.206328  4.638229  7.514430  5.137591  4.818855
## [3145]  4.220846  4.201594  6.560638  4.926203  4.214578  4.262002
## [3151]  4.296982  4.821107  4.247030  4.732887  5.979109  4.903233
## [3157]  4.884241  4.512299  5.009921  5.114077  6.846732  6.809289
## [3163]  6.528385  4.523088 10.535073  6.178417  4.499080  4.105010
## [3169]  6.465118  5.833463  6.037599  5.064891  4.984395  4.466058
## [3175]  5.435279  4.959971  5.845817  5.258668  4.699898  4.659665
## [3181]  5.227941  4.763353  4.270765  7.186841  4.788830  4.759594
## [3187]  4.877232  4.799672  6.626852  5.291664  5.368509  4.192343
## [3193]  7.219650  4.815046  4.765315  4.654825  5.727451  4.340301
## [3199]  4.376008  4.216659  4.390475  4.851896  4.937327  4.286672
## [3205]  4.736723  3.924414  4.021109  4.654668  5.297440  6.211075
## [3211] 15.649899  4.365066  4.106305  4.275408  4.853047  5.719964
## [3217]  4.107951  7.870382  7.640281  4.179542  6.228836  5.089438
## [3223]  4.369875  6.200023  4.123015  3.713058  4.955903  4.829767
## [3229]  4.322986  4.330565  8.397621  5.283034  3.977736  5.670164
## [3235]  5.137721  4.336853  4.468418  5.366422  8.812705  7.177251
## [3241]  4.849999  6.157644  3.959320  4.055767  4.164634  5.282035
## [3247]  7.315759  5.111340  5.376304  7.082249  6.221229  4.290914
## [3253]  4.642783  4.671817  3.856257  6.620940  4.649809  4.080512
## [3259]  4.803538  4.638470  4.739251  4.549548  5.137688  4.480792
## [3265]  5.026334  9.878734  5.306997  4.492239  5.256336  5.016049
## [3271]  4.845296  4.704998  5.885030 12.477478  4.016949  6.035613
## [3277]  4.522540 12.386827  4.531007  5.196351  4.301816  5.433182
## [3283]  3.928362  5.013073  4.343840  6.781974  4.624685  4.595198
## [3289]  4.497983  4.328004  5.409973  4.785504  5.309733  5.004865
## [3295]  5.288376  5.756902  4.060165  5.032505  6.052769  5.716018
## [3301]  4.432350  5.237287  6.197568  3.949269  7.276791  8.163992
## [3307]  4.845534  4.716209  4.626897  4.726052  5.859121  4.954953
## [3313]  4.515127  4.199302  4.425179  4.348017  5.549648  4.128891
## [3319]  6.687727  4.827132  4.412956  5.789074  7.966868  4.623348
## [3325]  7.994589  4.266721  4.615938  4.210659  6.254966  5.071632
## [3331] 15.078793  4.428087  9.240772  4.357939  5.229163  4.927401
## [3337]  5.683273  6.256722  8.528622  4.728047  9.038745  4.679107
## [3343]  4.444672  4.148744  4.143558  8.515723  5.964347  4.505875
## [3349]  6.776218  5.218133  7.751980  5.387819  5.126938  4.810474
## [3355]  4.745801  4.942196  4.150778  4.127820  4.309318  4.463662
## [3361]  4.519903  4.643923  5.450646  4.721339  4.037400  6.052361
## [3367]  4.451918  7.339484  4.423418  6.954810  5.500019  4.255307
## [3373]  4.389762  3.539360  5.377075  4.695835  5.236913  5.374719
## [3379]  5.877457  4.649079  4.677011  4.239915  5.038422  4.742203
## [3385]  6.419892  4.986974  4.306746  5.549697  5.169709  4.734366
## [3391]  5.399221  4.310228 12.196857 11.461851  5.688395  4.195552
## [3397]  5.486212  4.204011  4.581670  6.267489  5.909063  4.761602
## [3403]  5.224930  4.609630 13.549387  6.640884  4.609411  6.281561
## [3409]  4.777504  4.118067 14.153402  7.758093  4.498687  6.842465
## [3415]  5.646462  4.633240  5.310120  4.616538  4.636097  4.826639
## [3421]  4.881716  6.930514  4.520065  4.837701 10.734749  5.260387
## [3427]  5.927600  6.347232 10.291531  4.815914  4.467533 11.051810
## [3433]  4.404678  4.567166  4.743775  4.463043  4.568121  4.685105
## [3439]  5.000672  5.584392  5.074503  5.746887  4.342362  4.895449
## [3445]  3.879811  5.843797  4.876347  4.987066  7.173708  4.840808
## [3451]  4.772876  4.701056  4.512755  4.990316  6.763362  4.279775
## [3457]  4.696139  4.210565  5.839602  4.619127  4.889140  7.914521
## [3463]  4.997514  6.247724  4.665046  8.528304  4.531946  4.266772
## [3469]  7.028643  6.365328  5.093014  4.739746  5.344965  5.520878
## [3475]  4.749632  6.602076  5.300611  4.342990  4.569023  4.381389
## [3481]  4.318026  4.510593  4.170385 10.354885  5.401249  4.487926
## [3487]  6.634335  4.423268  5.054587  5.392331  8.813929  4.832897
## [3493]  4.335879  4.723706  8.211904  5.161455  5.526013  4.666662
## [3499]  5.283050  4.107573  4.535291  6.891283  4.503502  4.990678
## [3505]  5.442659  8.995745  6.677241  5.358660  4.324536  4.716930
## [3511] 10.710527  5.047210  4.834263  6.344819  4.508234  3.890583
## [3517]  6.222919  4.105574  5.747680  4.822614  4.735686  5.354863
## [3523]  6.173756  5.947468  4.293901  5.092241  4.648686  5.980917
## [3529]  4.270765  5.184184  4.707376  5.060486  5.535636  5.824867
## [3535]  6.346706  6.716360  4.504194  5.127999  4.565667  4.524711
## [3541]  4.633819  4.959745  6.287421  5.217130  4.795155  5.431100
## [3547]  5.591948  8.923916  4.465507  4.472235  4.968033  6.055010
## [3553]  4.561604  5.393689  4.597523  5.030197  4.606144  4.204651
## [3559]  9.425654  4.406740  5.512882  5.541892  5.798979  4.640024
## [3565]  4.511346  4.413281  4.138276  4.757539  5.783467  4.788128
## [3571]  4.128652  5.325290  5.096430  4.754457  4.503498  5.648708
## [3577]  4.319759  4.470206  4.519024  4.855148  4.985529  5.124650
## [3583]  4.788497  5.042991  6.371970  5.064255 11.694939  4.276223
## [3589]  5.391884  4.459121  7.569637  4.880646  7.589527  6.793689
## [3595]  4.828978  7.802257  4.274753 10.134727  4.480196  4.384641
## [3601]  5.145992  4.905357  5.056162  5.475107  6.799637  7.896922
## [3607]  4.023181  4.434614  4.627951  4.292413  5.037347  4.493825
## [3613]  5.555405  6.147487  4.384425  5.701497  4.785199  5.378682
## [3619]  5.367714  3.980345  4.057235  6.906529  4.592525  4.834400
## [3625]  8.999744  5.753776  5.633096  5.077376  4.728379  4.473058
## [3631]  5.179889  4.771959  4.630270  4.078671  4.870842  4.908094
## [3637]  4.757233  5.292213  5.419917  4.405670  4.248740  5.803385
## [3643]  4.572233  5.008299  5.257606  6.558272  4.237798  4.754849
## [3649]  4.140664  8.739711  4.714955  4.696062  5.455433  5.266398
## [3655]  4.914952  6.046214  4.560132  4.421656  4.975577  4.232401
## [3661]  4.335150  4.154241  5.636374  5.045724  5.521953  4.515699
## [3667]  4.784987  4.573133  6.172490  4.583826  4.163107  7.029875
## [3673]  5.229361  4.285736  5.634834  5.251372  6.718804  6.522053
## [3679]  5.160269  4.833269  7.583584  6.458529  4.035705  5.050292
## [3685] 10.304798  6.825127  4.378285  3.927877  4.998946  5.027079
## [3691]  5.175972  6.545138  6.256113  6.281975  4.619329  5.156887
## [3697]  4.397017  5.164999  5.051862  4.483265  6.393593  4.177733
## [3703]  4.667113  9.493237  4.285729  4.126978  5.857985  6.302743
## [3709]  4.591190  4.776664  4.071753  4.344892  4.467471  5.129292
## [3715]  6.113242  4.155200  4.546657  4.759901  4.785812  4.369304
## [3721]  4.827847  5.319463  4.214957  4.205271 13.462797  5.258790
## [3727]  4.528024  5.298540  4.179424  5.190248  4.333583  6.544706
## [3733]  4.400607  4.619474  5.424727  3.963475  4.842688  5.873039
## [3739]  5.683472  4.674271  5.501561  4.040182  4.620833  4.364117
## [3745]  5.707711  4.186106  4.556404  4.184656  4.948857  7.298464
## [3751]  6.093530  4.561567  4.828808  6.400002  4.437567  4.224320
## [3757]  7.331921  8.166944  4.326254  4.457714  4.217364  5.075958
## [3763]  4.886331  5.572443  4.497772  7.850408  5.951376  4.842520
## [3769]  4.347291  4.981093  4.735466  4.403070  6.149159  4.678468
## [3775]  4.221994  4.564438  4.432810  4.396243  5.985914  5.116909
## [3781]  3.883337  5.190903  5.112745  5.692899  8.173425  5.298345
## [3787]  4.950973  4.894736  4.555672  4.417095  4.859324  5.241974
## [3793]  4.208506  4.658682  5.355905  4.459890  4.432803  5.056540
## [3799]  4.351816  7.441385  4.612629  5.871590  4.034793  4.049174
## [3805]  5.165794  5.729784  5.261992  4.662658  4.677499  5.549524
## [3811]  4.113290  4.164880  4.480105  5.079238  7.149797  9.596916
## [3817]  5.909681  5.496614  6.024689  4.530722  5.042766  5.367165
## [3823] 13.622934  7.248638  4.536335  4.740150  4.198059  4.718327
## [3829]  5.169479  5.629673  4.386358  4.130433  4.122432  5.147899
## [3835]  7.509066  4.293650  4.084917  4.534314  5.634208  4.434457
## [3841]  5.385028  5.170039  4.726883  5.777260  4.517888  8.229296
## [3847]  4.431704  4.574180  5.903136  4.520561  4.695829  4.457018
## [3853]  4.497550  4.457072  6.998486  4.056559  4.503167  6.013415
## [3859]  4.649224  5.292646  4.291795  7.084660  4.304200  5.218676
## [3865]  4.060402  5.049459  4.651533  6.337087  4.624091  4.215068
## [3871]  5.145743  7.139817  4.789386  4.927476  4.337222  7.201105
## [3877]  4.304510  4.751770  7.569594  5.772704  6.214125  5.746945
## [3883]  8.017063  4.841805  4.936948  4.900024  4.842643  8.085250
## [3889]  4.708699  5.169061  6.379683  4.122527  4.508716  5.263740
## [3895]  5.047116  4.912218  6.651899  4.550378  4.977074  5.723141
## [3901]  3.868497  5.825384  5.603896  4.852619  6.417838  5.549140
## [3907]  5.198103  5.905819  4.813493  4.371859  4.264362  4.040896
## [3913]  4.844692  4.523677  4.066112  5.292670  4.132842  4.142160
## [3919]  4.305934  4.113665  5.671746  8.079652  8.273836  4.223226
## [3925]  5.051552  4.335681  5.315935  4.441154  4.846323  4.407373
## [3931]  4.465877  5.277518  4.631493  5.497919  4.371532  4.129250
## [3937]  6.072654  6.574313  4.518807  5.692518  5.478683  4.991800
## [3943]  3.931664  4.450948  4.263684  7.244337  4.438156  6.353964
## [3949]  7.445324  4.360127  5.340603  4.929968  5.063239  5.564088
## [3955]  4.525519  6.219511  9.116465  4.735985  6.153495  4.514921
## [3961]  4.689457  5.239259  5.786311  4.562199  4.188468  4.141856
## [3967]  4.359567  7.404621  4.648747 11.201122  4.309402  4.445377
## [3973]  4.167387  4.775309  4.461486  4.253330  4.512702  4.924855
## [3979]  5.040635  4.879061  4.256603  3.990603  4.659656  5.688930
## [3985]  5.049611  5.882493  4.485394  4.305935  4.863212  5.200287
## [3991]  4.109265  3.732784  6.907446  5.036135  7.205859  6.590304
## [3997]  4.598491  4.718161  4.326772  4.536864  4.515300  5.407507
## [4003]  6.329102  5.611877  5.264027  4.348045  4.334011  5.161420
## [4009]  4.681492  5.939238  4.812332  5.126530  4.130861  5.598814
## [4015]  4.551371  6.238920  6.472826  4.249372  4.994861  4.616128
## [4021]  6.454309  4.916123  5.938590  4.784575  6.843617  4.487459
## [4027]  4.811233  4.514936  4.933719  4.629238  4.881920  4.678775
## [4033]  4.472095  4.210529  5.174543  4.101106  4.543633  4.314157
## [4039]  4.843180  5.001027  4.813393  5.109871  4.554772  4.181808
## [4045]  4.750381  4.436819  5.725165  3.344391  7.157421  4.764282
## [4051]  5.890683  4.145211  5.679373  4.666732  4.255984  3.976327
## [4057]  4.282899  4.412604  9.393566  4.183364  6.747452  6.279452
## [4063]  4.544471  5.183169  4.428398  4.457122  5.009345  5.360215
## [4069]  7.850616  5.019895  5.705276  4.456279  4.153522  4.931739
## [4075]  6.268304  6.407598  4.282430  7.139014  4.550681  5.531822
## [4081]  5.834006  4.577392 13.441957  4.822998  5.096108  6.008366
## [4087]  4.663281  5.078180  4.804230  7.354492  4.905487  4.339114
## [4093]  4.659065  4.805168  6.151504  6.586561  5.200950  7.651930
## [4099]  5.556468  4.471454  4.134820  4.701964  7.249588  4.122686
## [4105]  5.008713  4.325632  4.726512  4.035633  3.717806  5.438931
## [4111]  4.640302  4.132104  4.791185  5.652421  5.286008  4.564169
## [4117]  4.389399  4.252423  4.579534  4.379466  5.789767  4.449646
## [4123]  5.551494  4.584964  4.066578  5.585433  5.432002  8.489062
## [4129]  6.403013  3.515589  4.274918  4.552624  4.054818  4.681247
## [4135]  5.728144  5.464399  4.906153  4.558602  5.341917  5.672187
## [4141]  4.188345  3.863516  4.827356  4.480537  4.563172  4.462582
## [4147]  4.631462  4.147746  5.356391  4.185080  4.664707  4.425499
## [4153]  6.500787  4.696521  4.546644  4.312235  4.820254  4.172759
## [4159]  5.065078  4.682304  4.666687  5.605520  4.798923  5.645121
## [4165]  4.730897  4.760593  7.497004  5.402975  8.434482  4.516357
## [4171]  4.857611  4.293089  4.284873  4.193353 12.471534  5.115577
## [4177]  5.156989  8.627618  6.068876  4.678067  4.167998  6.792275
## [4183]  7.129951  5.215132  4.889374  4.643728  4.932500  4.283145
## [4189]  7.129750  4.004837  5.888948  4.888707  5.183858  4.717345
## [4195]  4.862512  4.301423  4.373257  5.531332  4.612426  4.717017
## [4201]  4.579015  4.352709  4.611295  4.203057  7.159502  5.239122
## [4207]  4.229613  4.587682  6.722507  4.547349  5.051371  4.546280
## [4213]  4.062294  6.289820  5.501485  4.007842  4.177991  4.362517
## [4219]  4.185740  6.261923  4.477585  4.409522  4.968268  4.209464
## [4225]  4.258855  5.274624  4.229554  4.531197  6.449761  4.814799
## [4231]  5.826218  4.973251  4.008111  5.444850  4.155434  5.052004
## [4237]  6.471834  4.201742  4.156004  3.534879  4.611844  5.110831
## [4243]  5.045720  3.896029  4.644032  4.226769  6.522886  5.620505
## [4249] 14.932655  4.909671  6.039559  5.265902  4.534149  7.402173
## [4255]  5.454051  4.763652  6.096747  5.284873  5.019269  4.333318
## [4261]  4.606177  5.276622  5.855653  4.508768  6.867807  4.972034
## [4267]  5.136110  4.774451  4.228050  5.828123  5.258541  4.807837
## [4273]  4.459496  6.096737  5.423614  5.024756  4.887692  5.197459
## [4279]  4.489153  5.881874  4.093421  4.237961  4.191379  7.104235
## [4285]  5.070369  7.066094  4.510949  6.097860  4.786079  5.732744
## [4291]  7.095080  4.592745  6.645176  4.482586  4.923207  4.409848
## [4297]  4.403562  4.215269  6.648360  4.374142  4.738570  5.044048
## [4303]  9.800440  5.408565  4.208492  4.716403  4.546212  6.429480
## [4309]  4.670560  5.203911  7.414045  5.723941  4.689850  9.254896
## [4315]  5.044907  4.517166  6.063969  5.488163  4.318553  4.505873
## [4321]  5.933783  4.249530  4.150883  9.610938  4.900617  5.614271
## [4327]  6.120809  5.222333  5.218575  3.848025  6.026914  5.573136
## [4333]  4.661023  4.241801  4.884538  4.810483  4.518605  5.049991
## [4339]  8.271878  6.022316  6.452865  7.142136  5.634327  5.430579
## [4345]  4.241726  4.323901  6.553633  5.050492 10.112531  4.344883
## [4351]  8.118420  7.049340  6.910253  3.829134  5.562779  5.898986
## [4357]  4.286163  5.288834  5.379737  6.401708  9.045148  5.077283
## [4363]  4.534223  4.799918  3.965969  4.429840  5.194523  4.613827
## [4369]  4.663235 10.762618  5.712132  4.384128  9.019485  4.265822
## [4375]  4.879540  5.175970  4.917517  7.239865  5.669552  4.352637
## [4381] 11.313663  5.049011  6.104766  4.892270  4.579118  5.072348
## [4387]  6.624091  5.134738  4.125092  5.569845  4.594294  4.444739
## [4393]  4.672974  4.458498  5.006627  5.795596  4.402285  4.603678
## [4399]  7.447194  5.433361  4.949102  7.061700  4.819794  4.164718
## [4405]  4.561288  5.969959  4.456450  4.218244  6.638998  5.284326
## [4411]  6.261896  5.171228  6.433954  5.273123  4.893380  4.709288
## [4417]  4.037636  4.216060  6.177348  4.114216  6.350996  5.153049
## [4423]  5.108350  4.139796  4.450245  4.759692  5.282974  5.946778
## [4429]  6.034030  4.282766  6.121080  4.522583  4.794800  4.386085
## [4435]  6.267268  5.911308  5.854407  4.467766  4.532072  5.580894
## [4441]  6.985611  6.459946  4.406903  6.103475  5.864421  7.050802
## [4447]  4.246129  4.540067  4.468594  6.770277  4.963979  7.228002
## [4453]  3.945107  4.552869  5.830700  4.245700  4.785202  4.065395
## [4459]  5.726060  9.518231  4.423711  4.756354  4.772304  5.332549
## [4465]  4.624965  4.937423  4.428289  5.129543  4.756112  4.934110
## [4471]  4.290015  4.266707  5.217384  5.369196  4.401224  6.123435
## [4477]  4.790139  4.430828  5.095476  4.308864  9.194722  4.140104
## [4483]  5.239478  5.318561  4.150615  5.155992  6.586032  4.574094
## [4489]  4.528156  5.944768  8.374402  5.759271  4.288319  8.077869
## [4495]  5.457556 10.679457  4.270789  4.638723  4.086597  4.083772
## [4501]  4.865937  4.803961  4.544621  4.178870  5.728920  6.461934
## [4507]  5.171304  4.269545  4.679618  4.126189  4.504842  5.634478
## [4513]  4.202675  4.093005  4.807218  6.077830  4.202923  4.360999
## [4519]  4.738122 11.866881  4.373504  5.033533  5.407385  6.703883
## [4525]  4.015415  3.698751  4.235435  3.915893  4.790913  4.430382
## [4531]  5.485308  5.512659  6.951464  4.764728  6.134644  6.659322
## [4537]  4.496290  4.416825  4.329886  4.592456  4.926009  5.915387
## [4543]  4.515240  4.745916  4.297285  5.347378  8.036096  4.502100
## [4549]  4.924938  4.203943  4.795548  4.521708  4.274771 10.017562
## [4555]  4.869668  4.502180  6.936213  5.588103  4.284815  4.889821
## [4561]  4.821215  4.288123  4.356645  4.580327  4.502993  3.923452
## [4567]  4.821583  5.120377  5.968008  4.727546  5.180130  6.211398
## [4573]  4.408705  5.505206  5.293890  4.472054  7.710258  6.404177
## [4579]  4.402665  5.563463  4.370705  4.221616  7.745456  4.724061
## [4585]  4.269060  4.107891  4.236189  4.846150  4.761833  4.148052
## [4591]  4.333452  5.302883  4.836280  4.837839  4.929916  6.339888
## [4597]  5.801246  5.960949  4.924184  4.603760  4.611857  9.652821
## [4603]  4.350347  8.737160  5.677448  4.532969  4.625424  4.819389
## [4609]  6.072303  6.810044  4.672907  7.304700  5.528902 15.145946
## [4615]  5.676792  5.474464  5.906003  5.915347  6.379896  4.464360
## [4621]  4.967876  5.198882  8.317280  4.376498  4.409283  4.438984
## [4627]  4.408027  5.070112  5.613865  5.320754  5.037487  4.351365
## [4633]  5.005907  5.743427  4.258381  4.627608  5.858512  5.362689
## [4639]  4.426044  4.206935  4.148774  4.120046  5.303891  3.946732
## [4645]  5.279039  5.188553  4.221580  6.161777  4.422543  6.732585
## [4651]  5.734832  5.677842  5.065277  5.678498  5.163309  4.184093
## [4657]  7.881085  5.656696  4.189322  8.168759  6.070651  5.541148
## [4663]  4.271745  4.275008  4.261288  4.228930  8.466970  5.088705
## [4669]  5.011327  4.619981  4.711713  4.457817  7.039419  4.579751
## [4675]  4.374085  6.318181  4.667272  4.823365  5.030256  4.443721
## [4681]  4.424216  4.867800 10.536394  4.450901  4.941678  4.840678
## [4687]  4.721738  5.067967  4.010410  6.103369  8.623464  6.502625
## [4693]  5.327979  4.355785  4.429661  4.026397  8.316067  4.865531
## [4699]  6.262606  7.819788  4.221762  4.935297  4.364374  4.811816
## [4705]  5.387245  7.521549  4.758596  4.143232  4.765402  4.324452
## [4711]  4.671615  5.196084  4.770420  5.983412  7.327155  4.751430
## [4717]  4.916714  9.153511  5.639969  4.791665  4.536743  7.131088
## [4723]  4.531870  5.965478  4.133816  4.808299  4.134862  5.815435
## [4729]  5.328023  4.480608  6.857910  6.100318  5.149814  5.978300
## [4735]  7.009692  4.800169  6.870881  4.416459  4.888634  5.577981
## [4741]  5.295817  4.318665  4.363445  4.269429  8.008897  5.371801
## [4747]  4.552388  4.739767  4.915477  6.313261  5.576865  4.874868
## [4753]  4.716569  6.382833  6.215106  9.934425  5.757149  4.468329
## [4759]  4.077881  4.013261  7.385535  7.886460  4.812706  5.243439
## [4765]  7.311797  4.418334  5.193215  7.993370  6.194831  4.555168
## [4771]  4.683961  4.170167  4.367747  4.032205  6.323825  5.342194
## [4777]  4.756752  4.550789  5.542197  4.924095  4.523188  5.010993
## [4783]  4.440801  4.290388  4.579080  4.223276  4.511434  4.301731
## [4789]  7.964337  5.086522  4.591962  4.270830  4.371752  5.473869
## [4795]  5.309324  5.742179  4.153878  5.534149  4.376729  5.084802
## [4801]  5.417984  4.525155  4.572605  5.144719  4.732127  4.529828
## [4807]  5.032085  4.136953  7.112173  8.018403  4.313789  4.460390
## [4813]  4.560118  8.041765  7.070842  4.177548  4.397084  4.599390
## [4819]  5.268170  8.483195  4.287349  4.687620  5.390708  4.054765
## [4825]  4.583984  4.196916  3.123882  4.827602  5.119564  4.252802
## [4831]  4.310277  5.189648  4.611318  4.440061  4.376757  4.473081
## [4837]  4.058207  4.720585  6.645390  4.178232  4.465099  4.069977
## [4843]  4.811438  4.479637  4.351058  7.064404  5.236701  5.114940
## [4849]  7.826730 12.917099  6.346673  4.585234  4.490884  4.267997
## [4855]  4.425916  4.143377  4.183129  4.547393  5.154779  5.893284
## [4861]  4.379245  4.536438  6.533739  4.771293  5.022593  4.934143
## [4867]  5.807407  4.991114  4.297607  4.734480  4.668747  5.923990
## [4873]  4.941677  6.535359  4.982026  5.224984  5.037781  4.522224
## [4879]  4.232328  5.406948  5.886595  4.967615  5.814430  8.153393
## [4885]  4.963654  5.331268  4.863223  4.906794  6.251823  4.067031
## [4891]  4.988914  4.985719  4.204824  5.263434  3.808287  4.529794
## [4897]  7.963609  4.041740  5.805124  4.501702  5.344384  5.172860
## [4903]  5.817559  4.868943  4.509081  4.795871  4.882135  5.703822
## [4909]  6.469641  4.087521  5.311902  6.760553  3.930070 10.256182
## [4915]  4.471282  6.609887  4.778127  5.136089  4.203436  4.259885
## [4921]  4.691757  6.404071  7.104944  5.412585  9.307638  4.627156
## [4927]  4.703714  4.350083  4.466537  4.150317  4.928595  4.819619
## [4933]  6.401798  5.080594  4.025987  4.614703  4.845883  4.840033
## [4939]  6.494215  4.389007  4.468695  6.593009  4.597070  6.415611
## [4945]  5.234136  4.512046 11.787057  4.749384  6.095203  4.613701
## [4951]  4.426307  4.719666  4.334608  5.295939  5.284983  5.794631
## [4957]  8.470887  4.910771  4.352455  4.340064  4.028500  4.003606
## [4963]  4.807504  4.429925  5.115945  5.262024  4.364057  5.462742
## [4969]  5.249665  5.755136  5.727173  5.072000  5.234573  4.097408
## [4975]  6.512988  4.671437  5.093168  4.643786  4.162717  4.723978
## [4981]  5.040761  4.635602  4.630642  4.467478  9.193777  5.540720
## [4987]  4.704712  5.178358  4.238369  8.685929  8.270616  4.129485
## [4993]  5.294046  5.268261  5.169937  4.680430  4.182653  4.774293
## [4999]  4.300258  4.022720  4.947386  4.009312  4.664127  4.428127
## [5005]  4.172271  6.390278  4.438900  7.058218 12.276998  8.420654
## [5011]  4.601246  5.418643  4.864124  5.524347  4.144132  4.720172
## [5017] 10.522247  4.172153  4.618127  4.670757  5.119566  5.987851
## [5023]  4.545832  4.274595  9.413591  8.242739  5.026396  5.200238
## [5029]  4.307916  4.631228  4.273774 10.122409  4.436053  4.260221
## [5035]  6.637118  4.314141  5.055249  4.676104  4.514874  6.475978
## [5041]  4.443053  4.429024  4.974720  4.244767  7.702222  4.920118
## [5047]  7.852025  4.864812  4.341063  4.286697  5.092193  5.028482
## [5053]  4.996376  4.637443  4.108162  4.155971  4.992997  4.435905
## [5059]  5.068288  7.587523  4.886484  4.770994  4.224646  4.579106
## [5065]  7.439072  5.311511 12.829642  8.789328  5.215843  4.372751
## [5071]  4.571324  4.547346  4.239784  4.402796  5.423787  4.627556
## [5077]  5.074203  4.914328  5.249833  6.407378  4.798185  4.697813
## [5083]  5.225941  4.004414  4.778935  5.124199  5.326206  4.125571
## [5089]  4.550003  4.631901  4.208683  4.470318  5.254811  4.861360
## [5095]  5.628089  4.897531  4.775333  4.208475  4.655341  5.311817
## [5101]  4.575020  8.311934  4.430762  4.762588  5.180986  4.447764
## [5107]  5.490936  8.165686  4.324644  7.175412  3.959526  4.065921
## [5113]  6.982865  3.878365  6.126642  5.262160  4.559046  5.059873
## [5119]  4.334624  4.694305  5.934595  5.856273  4.989318  4.137570
## [5125]  4.669333  4.833793  8.196063  4.699396  4.473746  5.347846
## [5131]  6.529835  6.555546 15.014507  4.721210  9.061897  4.458328
## [5137]  4.464208  4.294466  5.786493  4.795690  4.184117  7.276629
## [5143]  3.874806  4.279842  4.166125  4.195864  4.301962  8.500981
## [5149]  4.253241  6.018367  5.703097  5.007322  4.975243  4.638177
## [5155]  3.804107  5.971424  3.992613  4.387244  4.505207  4.348841
## [5161]  6.812074  4.091367  5.323067  5.219966  4.365605  4.592554
## [5167]  4.360224  3.975619  4.369748  4.936544  4.751408  4.145999
## [5173]  4.690857  5.654611  5.227214  4.802256  5.079388  4.233809
## [5179]  6.636339  4.029494  4.620473  4.405079  4.419123  4.570292
## [5185]  5.160841  4.327734  4.229662  5.395155  4.838114  4.234084
## [5191]  4.171800  4.842005  4.026939  4.833018  5.541859  9.269783
## [5197]  5.723225  4.292415  8.271376  4.942396  5.740902  4.797262
## [5203]  4.267598  4.055445  4.188409  4.353387  4.987300  5.296351
## [5209]  4.944831  8.726555  5.724102  4.919986  4.224629  8.372024
## [5215]  5.251242 10.097769  5.292560  4.269863  4.135406 11.215585
## [5221]  4.722151  4.853199  4.389421  5.051840 13.800177  4.250979
## [5227]  4.383052  4.350776 12.126294  4.834155  6.597527  4.823599
## [5233]  5.103748  4.975772  4.424818  4.524006  4.318808  8.646617
## [5239]  4.556611 10.808093  4.923438  4.557304  5.183173  5.624350
## [5245]  4.780450  7.640268  4.396235  4.851136  4.315953  4.267266
## [5251]  4.966356  4.703612  4.368134  5.021001  8.829721  4.317949
## [5257]  6.195587  5.061637  5.826281  5.460367  5.446713  6.667310
## [5263]  4.856464  6.076084  6.038926  4.204919  4.083840  5.115182
## [5269]  4.707428  4.365555  4.451506  4.833040  4.346741  4.513324
## [5275]  7.996659  4.081039  6.587951  4.322745  8.202002  4.514514
## [5281]  4.996262  4.947134  5.235845  4.894071  4.378329  4.374618
## [5287]  5.114574  8.151788  6.426136  5.689541  4.796676  6.749439
## [5293]  5.700597  5.280269  4.492377  7.266772  4.954751  5.947020
## [5299]  5.744311  4.639255  4.949443  4.606734  4.615532  4.046512
## [5305]  4.086606  4.380135  4.596470  4.505326  4.835889  4.331748
## [5311]  4.731283  6.273847  4.538296  5.121642  4.279508  5.482423
## [5317]  5.414443  5.928461  4.485383  4.074153  4.631498  6.616636
## [5323]  6.112521  4.447109  4.733287  5.994798  5.178860  4.465396
## [5329]  6.586119  5.330352  5.357555  4.603559  6.610016  4.231837
## [5335]  4.616044  3.961315  5.002401  9.182541  5.087630  5.263656
## [5341]  4.678648  4.797778  5.868638  4.711225  4.506596  4.742304
## [5347]  4.489717  5.492606  4.375458  7.635919  3.973335  7.397099
## [5353]  4.251682  6.828070  5.567733  4.570394  8.059227  6.483071
## [5359]  5.186265  4.103536  6.594779  5.858072  5.118048  5.558883
## [5365]  4.505462  5.436732  4.787309  5.230411  4.353964  4.524236
## [5371]  4.764617  4.530420  8.065560  5.341400  5.925845  7.995120
## [5377]  4.629729  5.240245  4.469649  4.141761  5.923497  4.363074
## [5383]  5.604815  5.871199  8.470227  4.043156  6.898186  3.167863
## [5389]  5.251104  5.527152  6.287195  4.712336  4.685777  7.616722
## [5395] 13.890609  4.960135  4.232278  4.193815  4.374048  4.508726
## [5401]  5.565710  4.156637  4.520830  8.839573  6.546273  5.030820
## [5407]  4.759436  5.122603  6.760167  4.913615  4.705312  4.498145
## [5413]  4.126051  9.392905  4.429226  5.001245  4.656903  7.564012
## [5419]  4.555444  6.973818  5.300050  5.089929  5.135025  5.193061
## [5425]  4.775140  4.387278  4.290686  5.322205  4.408372  5.542898
## [5431]  4.242812  4.805840  6.358450  4.734187  4.194336  4.804316
## [5437]  4.832092  4.880548  6.687622  5.195666  4.431401  5.563231
## [5443]  7.293794  5.006184  4.793022  5.821021  7.716094  7.694582
## [5449]  5.035493  4.617553  4.355739  4.812910  5.294414  5.716188
## [5455]  4.475925  7.053612  4.417198  5.715958  4.597473  4.572530
## [5461]  4.141662  5.077955  5.072409  4.771523  6.312958  4.234898
## [5467]  4.450249  4.114992  5.348068  4.582158  5.530949  5.578536
## [5473]  4.556296  4.195902  6.591840  5.009271  3.996830  4.676109
## [5479]  4.885284  5.648343  4.686920  4.400106  4.475723  5.450270
## [5485]  4.669075  4.838306  4.250397  5.303641  4.288946  4.385444
## [5491]  4.561938  4.100163  5.081945  4.397738  4.107825  7.037184
## [5497]  4.701623  7.757907  4.404185  4.852833  4.609221  4.520144
## [5503]  4.328830  3.991293  5.120752  4.718593  4.389519  5.201729
## [5509]  4.858019  5.827957  3.998212  7.659142  4.018484  4.006864
## [5515]  4.223924  5.474593  4.700134  5.111923  4.010671  4.230348
## [5521]  5.505264  6.112709  4.188292  6.152485  4.615166  6.641126
## [5527]  5.324512  5.440354  4.230392  3.976562  4.494679 10.360488
## [5533]  4.418277  4.522090  4.566407  7.859928  4.743315  4.073221
## [5539]  4.252033  5.413861  5.368306  5.406730  5.595605  4.943817
## [5545]  3.863275  4.635004  4.126671  7.408569  5.271220  6.397842
## [5551]  4.551387  6.495468  4.864435  5.796104 13.189127  4.536771
## [5557]  6.072208  4.205357  5.094192  6.008634  4.714152  6.429263
## [5563]  6.421801  4.537600  4.625384  4.621797  4.914066  6.598115
## [5569]  4.624278  4.209600  4.942511  4.117328  4.057107  4.654032
## [5575] 11.436118  4.123286  4.870653  4.286158  4.219169  5.327968
## [5581]  6.934008  6.657251  4.256690  5.741585  4.698286  5.196360
## [5587]  4.576114  4.724108  6.817287  5.011520  5.384796  4.852655
## [5593]  4.390285  7.573557  8.536457  4.876983  5.427730  6.804973
## [5599]  4.043859  5.167705  6.381368  5.086250  8.192973  5.376177
## [5605]  4.463605 13.196796  3.932256  6.354406  4.395700  4.602390
## [5611]  4.857631  4.865279  5.178182 12.476681  4.802915 14.252807
## [5617]  5.187149 10.168612  6.705279  3.957660  6.485407  5.563133
## [5623]  5.207112  3.791456  4.406512  4.839091  4.808513  4.840751
## [5629]  8.062724  5.351081  3.926540  4.533970  4.982134  5.192810
## [5635]  5.208460  6.321797  6.801908  5.421742  4.354506  4.367825
## [5641]  4.561774  4.944828  5.627227  9.968742  4.151864 12.157881
## [5647]  4.389264  9.855958  4.414452  4.466527  4.268634  4.728869
## [5653]  4.909041 12.125208  4.320238  6.068116  4.511257  4.504775
## [5659]  4.925186  5.221338  4.556103  4.327192  4.573798  5.310926
## [5665]  4.565341  9.006216  4.421753  5.236735  6.439928  5.298038
## [5671]  5.606265  6.177234  4.914554  4.467746  6.778477  4.209620
## [5677]  5.258623  4.834275  5.092524  4.329385  6.489568  4.249905
## [5683]  4.470817  4.247209 17.431408  8.540042  8.787651  5.682333
## [5689]  4.643399  4.788210  4.084605  5.436358  9.407105  5.495177
## [5695]  4.436481  5.708476  4.540417  4.682364  4.931838  5.339064
## [5701]  9.565545  6.372007  6.863054  4.918114  5.820082  5.358332
## [5707]  4.245867  5.249846  4.071340  4.780018  4.254838  4.693214
## [5713]  8.626579  4.441164  4.328572  5.088500  4.329421  4.699548
## [5719]  4.833680  4.431251  6.019089  4.927401 13.199594  6.959909
## [5725]  4.644806  5.011582  4.246707  4.796035  4.591529  4.403109
## [5731]  4.207575  5.927098  5.313555  4.269904  4.348902  4.673884
## [5737]  4.497713  5.766615  4.743133  4.712385  4.676007  4.315621
## [5743]  5.782300  4.117301  7.204039  4.642235  5.383661  4.347380
## [5749]  6.068192  4.002071  5.837545  4.460445  4.261888  4.136157
## [5755]  4.825404  5.080127  5.181332  4.823939  6.403236  6.043590
## [5761]  4.843858  6.986943  5.836674  4.975115  4.443120  6.468948
## [5767]  4.189731  4.341946  4.301801 11.810922  4.662407  5.399500
## [5773]  4.685924  6.179010  4.734396  5.508172  4.212579  4.941868
## [5779]  4.834910 10.944209  5.871131  4.126248  5.225236  5.783794
## [5785] 10.208860  5.423395  5.583364  8.300581  4.400002  4.644949
## [5791]  4.964606  4.325284  5.236424  4.008857  4.358010  4.612184
## [5797]  4.794294  4.021804  4.761421  4.460992  4.700903  5.429823
## [5803]  6.227369  4.561028  5.399707  3.894238  4.409388  4.477276
## [5809]  5.045729  4.203793  5.150580  4.621729  6.999673  4.223875
## [5815]  8.799115  4.158442  5.349928  4.307026  5.288278  4.072707
## [5821]  5.704193  5.367980  4.400793  4.706137  6.398221  4.311621
## [5827]  6.762513  6.094960  8.983076  5.340893  4.979976  4.245203
## [5833]  6.110034  4.368300  7.841201  6.048992  4.772014  4.224654
## [5839]  4.491538  4.682887  4.910207  4.244290 11.277232  5.248631
## [5845]  4.725346  4.838201  4.121656  4.499247  5.919908  5.473640
## [5851]  4.418289  4.253079  4.593298  5.324995  4.144108  5.083999
## [5857]  5.911005 10.073453  4.788612  4.210362  4.658909  6.665056
## [5863]  5.858183  4.241901  5.004477  4.942696  4.367171  4.609347
## [5869]  5.434191  6.528649  4.711391  4.855491  5.619011  5.812904
## [5875]  4.269785  5.687581  4.549760  5.476563  6.670560  4.367470
## [5881]  4.282679 10.930077  4.645508  4.822305  5.606212  5.214928
## [5887]  4.379836  4.276377  4.190346  5.738175  4.752761  5.988180
## [5893]  5.527515  4.851642  5.055093  5.332264  6.439419  4.197615
## [5899]  4.280436  4.474805  4.704847  4.399433  5.168324  5.916929
## [5905]  6.054023  4.718889  7.464233  5.199929  5.337836  5.176309
## [5911]  5.183773  4.073865  6.125157  4.527097  5.748547  4.318950
## [5917]  4.403754  6.923499  5.123129  6.485013  4.938146  5.539499
## [5923]  3.988190  4.449371  4.076554  6.578894  4.501343  4.222994
## [5929]  5.925854  5.059518  4.413435  6.467166  5.004325  4.342692
## [5935]  9.854308  4.543623  5.439730  4.105355  4.487918  4.772677
## [5941]  4.238238  4.516929  4.992664  5.321914  5.942761  4.315232
## [5947]  5.299785  4.164636  4.359070  3.908170  5.248257  4.707623
## [5953]  5.461523  9.544954  8.909171  5.647322  5.827716  5.190443
## [5959]  5.834398  4.418543  4.779282  4.625226  5.061465  4.402397
## [5965]  4.877398  5.431943  4.771637  4.550264  4.707527  4.276521
## [5971]  5.540659  4.518777  4.705933  4.326721  7.092739  4.447258
## [5977]  5.463483  5.815411  4.514091  4.283038  5.168466  4.712501
## [5983]  4.037296  5.310355  4.961439  5.131579  5.767090  4.512513
## [5989]  4.581393  4.599229  4.772076 14.502737  4.825709  7.422752
## [5995]  5.712362  4.194620  5.137872  8.669668  5.379736  4.422559
## [6001]  6.684802  4.384640  4.639015  4.558531  4.092260  4.345804
## [6007]  5.164805  9.399841  4.670304  4.120719  5.159501  5.361949
## [6013]  4.414894  4.903398  5.146814  4.075771  6.774576  5.052870
## [6019]  5.516593  5.833260  5.499141  4.294385  6.031720  9.038924
## [6025]  8.730837  4.454760  5.014452  6.434131  4.355599  5.073347
## [6031]  4.478345  5.137268  4.455068  6.666871  5.112591  4.951073
## [6037]  5.765578  4.847166  5.753976  4.660728  4.610105  4.322598
## [6043]  4.271696  5.678654  4.421360  9.174038  4.955752  4.546321
## [6049]  4.378379  4.738537  4.421257  4.007869  4.518072  5.527704
## [6055]  4.658257  4.296078  4.858023  4.976791  4.949052 11.950852
## [6061]  4.919963  4.410875  4.402440  4.444794  4.618099  5.133520
## [6067]  4.614073  4.529640  5.197505  4.680269  5.379336  6.674444
## [6073]  4.382103  4.106873  5.139577  4.825852  3.972940  4.778675
## [6079]  7.637262  5.371391  4.517861  4.217102  3.908470  4.485050
## [6085]  5.374983  4.398529  4.446314  4.261899  4.472356  4.510861
## [6091]  4.466511  4.117704  4.760556  5.200003  4.880295  5.401081
## [6097]  4.822202  4.187300  5.361047  4.809390  4.773321  4.629709
## [6103]  4.767321  4.799982  5.956545  4.770444  4.928389  4.381396
## [6109]  4.762681  8.703433  4.353429  4.659908  6.510885  4.428726
## [6115]  4.295091  4.900864  5.022863  4.387444  6.065428  6.995924
## [6121]  4.289996  4.530235  4.582769  4.492414  7.210903  9.125683
## [6127]  5.673956  5.041153  5.393781  4.496028  5.459106  5.625458
## [6133]  6.565327  5.214954  6.879013  4.606853  5.310850  5.383838
## [6139]  6.095080  4.648681  4.171324  4.344771  3.722193  5.606037
## [6145]  6.092526  6.165897  5.265362  5.339931  4.934937  4.835451
## [6151]  6.291624  4.387488  4.449519  4.299069  4.310146  3.992752
## [6157]  4.339112  4.879349  5.023137  4.725958  6.410748  8.266236
## [6163]  4.729816  4.822248  7.084309  3.999756  4.186456  4.327581
## [6169]  6.142099  4.256605  4.919157  4.212375  5.064864  4.438063
## [6175]  4.809929  4.589062  5.161099  4.591618  4.214701  4.402600
## [6181]  4.401663  8.010937  5.509224  5.761763  5.418007  4.244434
## [6187]  4.747180  4.226967  4.320248  5.824535  4.336704  4.291476
## [6193]  4.738326  5.375017  4.540811  4.248978  4.512480  5.225491
## [6199]  6.394752  5.982128  4.239456  5.493939  4.938110  5.858176
## [6205]  4.770709  5.522907  4.454263  4.457889  6.042233  5.037243
## [6211]  6.722151  4.517176  4.808835  4.091721  5.862217  7.257983
## [6217]  4.173857  4.441971  5.050244  4.095386  4.426501  5.487602
## [6223]  5.239547  4.756505  4.256630  9.015856  8.058245  4.601885
## [6229]  4.266084  6.529786  4.885733  4.271027  4.228616  5.492305
## [6235]  4.964541  4.096847  5.514127  4.877031  4.686431  4.530553
## [6241]  5.248754  6.868468  3.897070  5.269901  4.853370  4.749374
## [6247]  6.323070  3.869887  4.421233  5.998296  4.739538  4.990621
## [6253]  4.282738  4.312466  4.791534  5.901801  6.187527  4.511473
## [6259]  7.952343  6.041652  4.986940  4.692729  4.772983  5.135035
## [6265]  5.365706  4.702863  4.599495  5.100057  5.134860  4.187315
## [6271]  5.826331  4.509172  5.325198  6.223153  3.917089  4.996289
## [6277]  5.355494  3.585901  4.239035  3.244996  5.364472  4.713142
## [6283]  6.448357  4.809090  7.714085  4.787408  5.590002  4.957666
## [6289]  4.504266  4.998382  4.810568  7.319763  4.357694  4.655929
## [6295]  8.908879  4.773669  4.287157  4.181232  5.475264  8.589495
## [6301]  4.608952  4.724970 10.276882  6.164159  5.449970  5.455220
## [6307]  4.661861  5.261501  4.233885  6.905081  8.858085  5.075503
## [6313]  4.993837  5.006034  4.580184  4.734733  5.796940  4.679010
## [6319]  4.480872  3.843360  4.460294  6.797969  4.520970 10.002892
## [6325]  4.372970  5.838870 12.612663  4.417831  5.010585  5.369109
## [6331]  8.715709  5.123010  4.444962  4.588004  4.267636  5.543590
## [6337]  5.351941  4.346459  4.780943  5.090395  4.650768  4.475412
## [6343]  5.064863  5.293084  5.026524  4.454626  6.785369  4.914362
## [6349]  5.108890  4.398618  4.134593  6.521610  4.940668  4.532924
## [6355] 12.943819  4.316080  4.518906  4.614828  4.602278  3.897050
## [6361]  6.066383  6.347828  7.999597  4.785627  5.224734  4.917070
## [6367]  4.305527  4.082027  4.298879  5.170395  5.243179  6.719602
## [6373]  4.865515  5.190253  5.386655  5.153860  4.116771  6.894260
## [6379]  5.747198  4.646295  4.680412  4.169369  5.041837  4.434434
## [6385]  4.663376  4.361948  6.108174  4.833513  3.690544  4.307747
## [6391]  8.056580 10.390046  5.424683  5.727370  4.420380  7.167338
## [6397]  4.729630  4.062280  4.835405  5.386354  4.291250  6.681447
## [6403]  4.577744  9.602684  4.617655  5.464445  4.200214  4.719908
## [6409]  4.588026  4.257640  4.657564  6.136201  4.732525  4.320521
## [6415]  8.183592  5.288785  5.429690  5.431335  7.215061  6.254091
## [6421]  4.724941  4.841429  4.289051  4.095362  6.129757  5.572967
## [6427]  4.255968  5.023201  4.080248  5.038839  4.330794  5.939606
## [6433]  4.538880  5.456660  4.367904  4.218511  6.128670  4.208179
## [6439]  4.461649  5.633987  4.206365  4.581756  5.477876  4.695262
## [6445]  4.574181  4.313916  4.982555  6.776462  4.671684  5.208211
## [6451]  8.196874  6.515765  4.560353  4.102893 11.743093  4.209945
## [6457]  4.549951  4.464775  4.732027  4.574766  4.756448  4.925284
## [6463] 13.932711  7.919202  5.246918  3.843839  4.925728  4.374870
## [6469]  6.266617  4.233161  5.267836  5.124012  5.130695  4.572779
## [6475]  5.263362  4.723276  6.100891  5.625619  4.617636  4.881424
## [6481]  7.408873  5.209448  5.903326  5.029821  4.762392  4.425357
## [6487]  4.525405  4.509754  4.467055  4.815338  4.891068  4.099672
## [6493]  4.244951  7.020269  5.488786  4.739662  6.521153  5.061841
## [6499]  4.281505  6.084404  5.323589  4.848537  4.464735  5.086898
## [6505]  6.436756  4.295262  4.186634  4.425069  7.492100  4.564854
## [6511]  5.303027  4.803388  4.891689  4.451507  4.189573  4.511289
## [6517]  7.168756  4.313920  5.391332  7.648195  5.125841  5.047849
## [6523]  4.411044  5.124036  5.249535  5.246683  5.322212  7.106769
## [6529]  4.840704  5.601419  4.496917 15.221269  6.459142  5.487995
## [6535]  8.740636  6.070505  4.647420  4.136919 12.274805  4.480234
## [6541]  4.127665  4.433468  5.982744  5.021816  4.568825  4.107721
## [6547]  4.364882  5.043764  4.846552  5.199558  4.104279  4.104946
## [6553]  7.680442  8.521746  4.414513  3.976541  5.065162  6.227565
## [6559]  4.094030  5.683372  3.957607  5.241490  5.812039  4.910098
## [6565]  4.904264  6.446990  4.915544 15.038796  6.403461  5.349772
## [6571]  4.131714  4.715140  6.819576  5.251207  9.203112  6.543521
## [6577]  4.198610  5.116269  7.917245  5.375013  5.955565  5.693955
## [6583]  3.581344  4.926038  5.789347  4.815035  5.268194  4.334298
## [6589]  4.333877  4.666781  4.258644  5.435126  4.689019  6.323843
## [6595] 13.314632  5.615594  4.404278 11.443273  5.156310  4.808402
## [6601]  5.021003  6.536928  4.782275  4.105644  4.413078  4.142265
## [6607]  5.972492  3.951944  4.346562  9.084174  5.204390  4.404847
## [6613]  4.198932  6.921199  5.819628  6.024724  4.552652  4.623738
## [6619] 14.094343  4.296940  4.921785  4.429985  5.823608  4.746269
## [6625]  4.463755  4.629445  5.846440  4.566561  4.679654  5.302816
## [6631] 13.168343  5.854421  4.981042  4.684913  4.721184  4.473152
## [6637]  4.401578  4.517007  4.800771  4.025374  4.188336  4.698861
## [6643]  4.200586  5.654004  4.182492  4.265701  6.406473  5.467804
## [6649]  4.497156  4.342652  3.973285  3.102408  5.160961  4.573497
## [6655]  5.108512  3.854241  4.160003  4.754178  4.222483  4.305136
## [6661]  4.622157 20.036179  4.262105  5.194478  4.233177  4.255577
## [6667]  4.302571  8.257340  4.569557  5.959334  4.333148  5.352345
## [6673]  4.683668  4.955129  4.241746  6.756921  8.438992  6.270844
## [6679]  4.589539  4.421875  5.396799  4.183816  4.417856  5.782501
## [6685]  4.640953  5.689093  4.464614  5.070833  6.682897  4.584284
## [6691]  4.358818  4.238693  4.583126  5.706711 12.810274  4.298808
## [6697]  4.888232  4.994405  5.130332  5.453400  4.639450  4.680742
## [6703]  4.254404  4.380421  4.026784  5.976992  5.303121  5.080930
## [6709]  4.792240  4.891855  4.883754  4.632914  4.276476  4.271158
## [6715]  4.836786  5.105201  4.493805  7.351543  4.602308  4.046957
## [6721]  7.671945  4.370489  4.911745  5.182804  4.405329  4.665889
## [6727]  3.502495  6.586043  9.143676  4.491726  4.638812  4.324538
## [6733]  4.913939  4.496290  5.068680  5.115263  4.380620  6.568277
## [6739]  3.841248  8.670354  4.112397  3.986988  4.325443  4.001236
## [6745]  4.217820  8.323664  5.805438  4.167239  4.413677  5.250999
## [6751]  4.626474  4.700968  4.148667  4.337263  7.395786  4.750983
## [6757]  4.494621  4.236301  4.403555  6.690616  5.720276  9.950601
## [6763]  4.425690  5.943717  4.225605  4.581253  4.182114  8.619441
## [6769]  4.299072  5.140254  5.473682  4.761621  7.421317  4.987920
## [6775]  6.382113  5.583338  5.916266  4.088466  4.901351  4.604650
## [6781]  5.084239  5.283178  4.758563  7.620161  6.011322  5.200696
## [6787]  6.123307  4.595889  4.481772  4.462140  4.445230  6.549287
## [6793]  5.994205  4.475248  5.515968  5.081763  5.401103  5.747794
## [6799]  4.939934  8.711839  4.222460  4.390905  4.089775  6.114466
## [6805]  7.460981  4.257234  8.604834  5.454879  8.924289  4.689916
## [6811]  4.781329  5.456496  5.825857  4.931961  6.246771  5.096844
## [6817]  4.872186  4.910706  4.579679  4.256188  4.973260  7.337170
## [6823]  6.228691  4.340910  4.941074  4.746164  4.901487  4.827206
## [6829]  4.434642  4.308665  6.546216  4.989567  4.972438  4.211152
## [6835]  8.644424  6.668951  5.123033  4.909041  4.749168  4.378722
## [6841]  4.370691 11.243625  5.071570  4.519163  4.725910  5.189787
## [6847]  4.469337  4.012870  4.538674  4.487183  5.023316  6.311413
## [6853]  4.234712  4.891210  5.809740  5.659118  4.478922  4.683941
## [6859]  5.486396  5.109630  6.403223  5.745471  5.060290  4.211840
## [6865]  4.143824  4.729581  4.280731  4.519609  4.807858  5.705479
## [6871]  5.558610  4.849613  4.658194  4.244621  4.700279  4.629974
## [6877]  6.034293  4.344311  6.227264  5.067564  6.380292  5.176349
## [6883]  4.223312  4.298281  5.869959  4.297959  4.629072  4.516142
## [6889]  5.170771  5.495113  4.697794  4.132072  4.967067  5.069012
## [6895]  4.682458  4.298006  5.505525  6.283084  4.387186  5.458702
## [6901]  4.548352  4.267066  4.144857  8.482376  5.890300  4.338530
## [6907]  5.054080  6.835329  5.060907  3.822638  4.173601  4.727149
## [6913]  4.362528  4.425921  4.297765  4.834895  5.098415  4.357593
## [6919]  6.499734  5.035645  3.934215  4.879618  5.879612  5.431607
## [6925]  4.842925 21.830078  4.365383  6.428455  5.257365  6.550564
## [6931]  5.106748  4.322027  5.990532  9.518552  5.709347  6.103422
## [6937]  4.255510  4.839980  4.176177  7.093133  7.524154  3.969301
## [6943]  3.592889  4.641480  5.943699  4.934330  4.403232  4.290242
## [6949]  4.517539  4.853429  6.235799  5.463678  4.118837  4.505765
## [6955]  4.805971  4.966307  4.807927  9.931919  4.334585  4.326419
## [6961]  4.869509  5.234341  6.126011  5.209292  4.086169 10.038851
## [6967]  4.134902  4.289274  4.830952  4.548655  5.034131  4.904909
## [6973]  5.047033  4.758464  5.297704  6.316350  4.475885  4.355556
## [6979] 15.546627  4.137212  4.323808  4.743075  5.222821  4.083436
## [6985]  4.401018  7.364499  4.095417  4.845633  4.540917  4.847407
## [6991]  6.908300  6.966193  6.090800  4.974250  5.314141  6.226050
## [6997]  4.224533  6.173273  5.792793  4.477154  4.412721  5.009862
## [7003]  4.530217  4.101511  4.087118  5.690132  4.002809  4.968529
## [7009]  4.851656  5.246100  6.841280  5.641063  4.793097  5.895375
## [7015]  4.694243  3.993696  4.761371  4.302587  5.625429  5.180670
## [7021]  4.822811  4.539373  4.380547  4.770953  4.431092  5.544601
## [7027]  4.611014 10.529588  5.066071  4.109671  5.215234  5.284856
## [7033]  4.813873  5.139698  4.924638  5.177782  5.098641  4.088453
## [7039]  4.022132  4.430603  3.994043 10.225050  4.033339  4.672266
## [7045]  3.871046  5.511743  5.139988  6.218144  8.242310  4.990186
## [7051]  4.076641  4.612485  4.550736  4.545006  6.614845  6.821384
## [7057]  4.364111  8.364145  4.925636  5.121472  4.740380  4.275735
## [7063]  5.708101  4.484836  5.463275  6.449297  5.549917  5.955181
## [7069]  4.794023  4.106818  9.510855  5.013470  4.852003 15.401046
## [7075]  6.300408  4.578924  7.258432  3.965616  4.461593  5.290165
## [7081] 14.631648  4.187810  4.797475  7.160266  4.411280  6.368097
## [7087]  6.270862  4.652908  5.452447  4.517710  4.662368  5.072092
## [7093]  5.438245  3.871864  4.085980  6.229071  5.837025  5.308801
## [7099]  4.455532  4.498739  4.169767  5.111227  5.184468  4.348770
## [7105]  4.391685  6.139565  4.496708  4.686271  4.776493  5.499430
## [7111]  6.077042  4.134280  4.550828  6.548242  5.262111  4.639866
## [7117]  4.976929  4.211255  4.989952  4.669791  4.878528  4.318357
## [7123]  4.418619  5.181915  4.865131  9.185220  4.137412  3.597410
## [7129]  5.508020  9.241604  5.421235  4.802348  4.782978  4.297403
## [7135]  5.680190  5.183420  6.057423  5.166134  6.763088  6.108561
## [7141]  4.875738  7.285907  4.417080  4.837229  3.831190  5.901952
## [7147]  5.105504  4.699158  5.349887  4.585363  4.181718  4.944245
## [7153]  4.757737  4.935433  5.512414  4.239270  5.422252  4.067770
## [7159]  7.990906  4.342659  4.423264  4.091390  4.698039  4.569987
## [7165]  4.331448  5.261081  5.518903 12.058859  5.695748  9.512123
## [7171]  5.852036  5.146123  8.331321  4.483547  4.646068 10.103341
## [7177]  7.237043  4.269990  4.671759  4.849806  6.219860  5.153033
## [7183]  4.348894  4.708027  4.855482  4.159832  8.597679  5.272778
## [7189]  4.682187  4.626925  4.744200  5.057933  5.926890  4.290759
## [7195]  6.878346  5.168645  5.998347  4.581275  4.869426  4.592752
## [7201]  6.086114  6.539209  4.538285  4.522968  4.336942 17.470501
## [7207]  4.568287  4.201071  4.942210  5.740432  5.074494  4.846584
## [7213]  4.447799  4.980631  4.857480  5.518368  6.598022  4.140610
## [7219]  4.385121  4.160048  5.368811  4.240780  4.973621  4.255610
## [7225]  5.024161  4.238422  4.279454  4.188113  4.926795  5.094919
## [7231]  5.838558  4.700785  4.947489  4.314874  4.397921  6.986950
## [7237]  5.307134  4.865463  4.573511  5.200063  6.019325  4.546868
## [7243]  6.241849  4.800972  4.421580  4.301791  4.183372  4.326068
## [7249]  3.689006  5.079689  4.922381  4.889555  9.260438  4.799215
## [7255]  4.492940  4.357188  4.931038  4.223138  5.848386  5.183158
## [7261]  4.042138  6.341517 10.756986  4.360076  5.537200  4.375329
## [7267]  4.317952  4.732701  5.330847  4.407165  4.305306  4.686876
## [7273]  4.858068  4.724952  6.080335  5.192484  4.304343  5.208391
## [7279]  4.489566  5.601855  8.928237  4.163391  4.768818  4.794353
## [7285]  5.087461  4.921377  4.412810  4.944992  4.506782  4.510175
## [7291]  4.985009  4.636626  4.135326  5.175769  5.223481  4.906953
## [7297]  4.536785  4.753177  5.285955  4.437067  4.370786 11.028267
## [7303] 13.259282  5.643722  5.444059  4.949868  4.402675  4.601120
## [7309]  4.214399  4.068496  5.049956  7.010721  5.933499  5.368355
## [7315]  4.985478  4.438189  3.645738  4.407862  4.308253  4.435219
## [7321]  4.850819  5.300829  8.413388  4.798432 10.270100  5.013056
## [7327]  4.601036  5.266319  4.550280  5.954399 10.169594  4.227020
## [7333]  4.525824  7.314239  8.253008  4.456673  5.127567  4.588789
## [7339]  4.442560  5.475931  4.991102  5.070500  4.452044  5.443505
## [7345]  5.251104  5.103263  4.778380  3.834540  4.646564  5.271976
## [7351]  4.815273  5.740892  4.683588  4.419324  6.180181  4.807271
## [7357]  4.686152  4.418129  4.521215  4.384412  4.100611  5.150440
## [7363]  4.706373  5.058470  3.584797  5.017350  5.930940  4.183438
## [7369]  4.179105  5.179450  5.512587  4.539303  6.438137  7.164551
## [7375]  4.383986  4.627854  4.491114  4.914831  4.965219  5.205860
## [7381]  7.362854  4.496439  4.914572  5.332871  4.187214  5.355547
## [7387]  4.348522  5.460549  4.760128  5.109352  6.161112  5.414572
## [7393]  4.850539  4.320926  4.912969  5.443257  4.769471  5.113610
## [7399]  5.578559  5.096191  4.261136  4.862127  4.588008  4.564418
## [7405]  5.184421  4.244173  4.821528  5.660743  3.987381  6.880233
## [7411]  4.337570  4.510033  4.594217  4.432061  5.698408  5.078303
## [7417]  5.744420  5.516591  8.649034 12.118828  5.062909  5.909911
## [7423]  4.654165  4.353058  4.460489  4.105633  4.325613  4.911393
## [7429]  4.302993  5.158661  3.978781  4.358817  4.353898  4.271290
## [7435] 17.059999  4.531426  6.290141 16.360742  4.058882  4.605429
## [7441]  6.433004  4.693953  5.160442  4.296514  4.968769  5.844096
## [7447]  4.859940  5.261125  5.192417  5.139156  4.696214  4.625900
## [7453]  5.981568  6.085962  4.622182  4.914207  4.113850  4.566286
## [7459]  4.412954  6.635599  6.921428  3.446414  4.494103  4.762995
## [7465]  4.307977  4.304820  4.840866  6.131712  4.643907  9.084716
## [7471]  6.409204  4.457054  4.374896  4.263347  5.250468  4.626570
## [7477]  4.926949  4.763148  5.090722 11.113962  4.392285  4.733554
## [7483]  7.568441  4.758600  4.256649  4.895672  5.197332  4.266419
## [7489]  6.116220  6.296470  4.259954  4.125353  4.667590  4.405705
## [7495]  4.272899  4.099560  4.657497  7.980557  5.227284  5.167406
## [7501]  5.081299  5.454951  5.004349  4.097541  4.778670  4.129813
## [7507]  8.989653  8.176167  5.238246  4.229185  6.399584  5.454859
## [7513]  4.452245  5.521548  5.050986 13.722764  4.311694  4.610027
## [7519]  5.127465  6.465196  4.520422  7.579762  4.413960  5.524421
## [7525]  4.125088  4.355653 10.982020  6.045140  5.821738  4.241076
## [7531]  7.057074  4.086632  4.137862  4.545231  9.153451  4.036007
## [7537]  6.054071  4.268540 11.388386  4.828501  4.349138  4.954410
## [7543]  4.619736  5.263561  3.964738  4.335554  4.917914  4.958429
## [7549]  6.246974  5.666335  4.795918  5.228585  3.871604  4.770062
## [7555]  7.599384  4.569803  5.567879  5.673885  4.519121  4.534236
## [7561]  4.475319  3.875468  4.593942  5.059914  6.139640  7.600620
## [7567]  5.243450  4.131369  4.358631  5.859785  5.773941  5.192743
## [7573] 10.798567  6.413867  6.676994  7.857991  9.726745  4.384944
## [7579]  4.187087  8.758280  7.261374  5.367458  4.629116  5.367446
## [7585]  5.063128  7.155136  4.606345  8.268308  6.371183  4.375261
## [7591]  5.089833  6.465462  5.946375  4.585224  5.252566  4.540333
## [7597]  5.087544  5.761626  4.074328  4.880878  4.958565  4.177322
## [7603]  4.816963  4.259467  4.512212  4.542771  6.637822  3.961401
## [7609]  4.105022  5.917477  4.421079  4.330738  4.932228  4.944420
## [7615]  4.408143  4.423052  5.574877  4.602139  5.581892  4.848283
## [7621]  5.732700  5.576059  4.825304  4.718833 10.106780  4.039951
## [7627]  4.633223  4.412729  4.379173  4.450901  4.415964  5.395195
## [7633]  5.122246  4.130231  9.507702  4.672723  6.908631  8.992610
## [7639]  4.525026  4.940408  3.907964  4.526871  4.919329 11.045486
## [7645]  6.888138  8.784609  3.456838  6.917858  4.128952  7.064991
## [7651]  4.611190  5.155519  5.013087  6.471583  9.071779  4.225493
## [7657]  4.365485  8.466246 10.242790  4.780100 10.189366  4.665373
## [7663]  4.916982  4.734721  4.650753  4.941785  4.762469  8.577129
## [7669]  5.778842  3.894760  4.248262  4.912318  4.232856  4.570350
## [7675]  5.726218  4.578049  6.125064  6.254071  4.434948  8.144874
## [7681]  4.213115  6.476167  4.707962  8.454724  4.117573  4.778512
## [7687]  4.252188  4.885422  5.997041  5.242054  4.193348  5.154709
## [7693]  4.623395  3.998519  6.036816  4.356129  4.320591  4.942583
## [7699]  5.401930  7.226502  5.588015  5.111175  7.081932  5.651588
## [7705]  4.601839  4.151013  5.067561 11.191203 14.509202  4.405819
## [7711]  5.113972  5.884814  4.391408  5.450088  4.397479  4.340464
## [7717]  3.957257  4.478735  4.642947  4.197408  4.616862  5.011922
## [7723]  5.297888  4.387417  5.218752  4.829676 10.333707  5.108226
## [7729]  6.153684  4.211355  6.279612  4.439517  4.321481  4.153064
## [7735]  4.137859  4.755636  5.151507  7.277504  6.499945  4.096204
## [7741]  5.636984  4.805104  7.682185  4.665000  4.534625  4.371374
## [7747]  4.545155  4.375083  6.164062  4.566018  4.016634  4.520062
## [7753]  5.025982  4.952188  4.391790  5.027800  4.502393  4.860082
## [7759]  5.026470  4.817813  4.141561  5.579111  5.664098  4.229095
## [7765]  4.472451  5.174815  5.475274  4.593691  4.778446  3.977543
## [7771]  4.957386  4.597872  4.085097  4.186345  4.838132  5.445049
## [7777]  4.840451  4.065009  4.359122  4.250980  4.913776  4.301778
## [7783]  4.736390  4.688715  5.250320  5.375911  4.474604  5.512651
## [7789]  4.672064  4.271552  5.476794  4.706325  6.242534  5.079627
## [7795]  7.170568  6.586322 18.471211  4.635433  7.122935  4.441895
## [7801]  8.548978  5.206293  5.085662  5.125784  4.195337  5.541565
## [7807]  4.840325  4.986897  4.617664  4.646613  4.250440  4.403140
## [7813]  5.989628  4.507963  5.079852  4.824860  4.297694  6.047146
## [7819]  6.828411  4.616594  4.625915  4.054265  4.267628  4.649762
## [7825]  5.705704  4.115999  4.701660  4.873752  4.539140  4.700298
## [7831]  4.690513  5.238607  4.590355  5.244973  5.874165  4.982893
## [7837]  6.699803  7.517436  4.878152  4.086802  4.922679  4.785498
## [7843]  4.397705  4.680524  4.028799 10.126837 10.282583  4.544209
## [7849]  7.401678  4.542769  5.545724  5.282137  8.113875  5.217099
## [7855]  5.777100  5.483651  4.888778  6.597786  4.546588  4.291768
## [7861]  5.255181  9.009076  6.172429  4.739980  5.322728  4.238001
## [7867]  8.568126  6.259908  4.236939  4.414810  4.224201  6.284115
## [7873]  4.279547  4.716463  5.706115  4.374655  5.078846  4.558093
## [7879]  4.633778  4.060511  5.205038  6.482569  4.283056  5.660954
## [7885]  4.743309  9.316936  3.506276  7.109860  6.112803  5.182453
## [7891]  4.114889  5.070045  4.241877  5.323182  4.922606  4.762092
## [7897]  5.010512  5.632126  5.887390  5.006074  6.112835  4.108123
## [7903]  4.536983  4.997849  4.522951  3.621244  4.139543  7.184695
## [7909] 12.827626 12.540514  5.162520  5.381803  4.106639  5.259045
## [7915]  4.254555  6.337083  5.238129  4.595405  6.899274  7.639641
## [7921]  4.484819  4.515428  5.242967  4.695361  4.101984  4.676994
## [7927]  4.773561  4.048195  4.617440  5.373408  7.016030  5.553165
## [7933]  5.058672  5.447302  5.033756  4.864380  6.109379  5.562680
## [7939]  5.043559  4.880314  5.631084  5.207904  5.443402  7.551267
## [7945]  4.717408  4.210099  4.658710  9.403074  5.128442  4.604855
## [7951]  4.128100 10.988731  4.660476  7.466892  4.950580  4.545697
## [7957] 12.633031  4.925407  5.002511  4.156211  4.675945  5.372882
## [7963]  6.979227  4.363813  5.021113  4.774206  5.471013  4.028187
## [7969] 17.223021  5.388676  7.682120  5.322774  4.976010  4.503813
## [7975]  4.845241  6.116911  4.857096  4.938545  5.542885  4.767622
## [7981]  5.084721  3.869428  4.792605  4.760316  5.730038  4.054413
## [7987]  4.236640  5.008849  6.725562  4.219359  7.019962  5.123716
## [7993]  9.994854  4.045041  4.217872  5.031045  4.978295  4.558741
## [7999]  5.826030  4.482336 12.719065  4.382806  6.362970  4.914136
## [8005]  4.774402 16.154583  4.783189  4.673470  4.967727  7.170215
## [8011]  4.231257  5.249617  3.057067  4.331320  4.233634  4.959561
## [8017]  4.698915  3.911011  5.103509  4.871252  5.067147  5.397890
## [8023]  4.388546  5.089951  6.728255  7.533224  4.350570  4.120451
## [8029]  4.260010  6.515748  4.507125 12.156624  4.972324  5.292360
## [8035]  5.102406  4.612471  4.985860  8.542110  6.515867 10.493459
## [8041]  4.821503  4.897697  5.001007  6.657870  5.478176  6.354256
## [8047]  4.051136  8.006202  5.419666  5.049772  4.252142  8.315695
## [8053]  7.067144  5.310189  4.563334  4.606314  4.910839  5.009876
## [8059]  5.389667  4.007129  5.510125  6.850359  4.665804  5.537739
## [8065]  5.649611  4.201632  4.594954  5.083368  4.379238  4.658241
## [8071]  6.858940  5.542326  4.857611  4.546001  5.766052  3.835140
## [8077]  4.312225  4.864206  4.656005  5.024393  4.550526  4.062598
## [8083]  4.678213  5.094552  6.665922  6.276605  7.029355  5.576614
## [8089]  4.844599  4.682034  5.610983  6.137265  5.193540  5.006255
## [8095]  5.428527  4.829057  4.367327  8.590908  4.161263  5.513615
## [8101]  4.668863  4.541365  4.387618  4.122761  5.052667  4.570467
## [8107]  4.251916  4.688137  4.656691 10.559008  4.139081  4.593844
## [8113]  4.838548  4.128825  5.177271  4.449746  4.749272  4.621400
## [8119]  5.574179  4.412761  4.780091  4.306361  6.206043  4.905508
## [8125]  4.531177  9.640653  6.250748  4.196062  4.998597  5.010860
## [8131]  4.789758  5.912559  4.441206  5.123707  4.621930  5.140037
## [8137] 11.121056  6.535839  4.881808  4.308066  4.782627  3.826032
## [8143]  4.370819  4.029848  4.252266  4.815078  6.405404  4.416758
## [8149]  5.226861  4.158191  4.579573  6.237476  4.325117  4.128695
## [8155]  5.244384  5.346219  3.951145  4.243152  4.608588  4.557131
## [8161]  4.234582  6.059219  6.042427  4.795590  6.030902  4.178454
## [8167]  8.161138  4.740906  6.130870  6.828071  4.795324  4.537104
## [8173]  8.342259  6.361571  3.728864  4.415233  5.047383  4.343170
## [8179]  8.466509  5.978341  5.029253  4.609368  4.382271  5.724484
## [8185]  5.564688  4.467301  4.916679  4.629907  4.844641  5.013898
## [8191]  4.953244  8.079623  4.419447  4.405069  6.344495  3.979932
## [8197]  4.524496  4.104450  4.582483  6.388680  6.279061  4.568202
## [8203]  3.936358  4.151651  5.195466  5.783175  5.164061  4.788026
## [8209]  5.379892  6.090780  4.735288  4.623843  4.460732  4.199790
## [8215]  8.038198  4.980075  4.990536  9.518639  4.427679  6.996434
## [8221]  4.760443  4.386799  5.535579  7.503559  3.858482  6.204225
## [8227]  4.732679  5.282572  8.754055  4.781288  8.729363  4.205013
## [8233]  4.525062  5.374943  4.206802  6.203126  4.385143  4.362139
## [8239]  4.451879  4.460547  4.663884 11.154924  5.553661  3.897434
## [8245]  4.443090  4.974297  4.418630  4.812928  4.270786  4.434786
## [8251]  4.515826  4.874671  4.089796  4.054392  4.555888  4.421147
## [8257]  5.988166  5.545765  4.416620  5.460685  4.283789  6.919278
## [8263]  4.313941  4.696075  4.306066  5.261136  4.049144  4.111461
## [8269]  5.452851  4.358751  5.562274  4.307841  4.958017  4.344095
## [8275]  4.921572  4.131962  6.525082  5.633138  5.863879  4.997183
## [8281]  7.834737  4.071873  4.274128  3.956405  4.555907  4.432890
## [8287]  6.146135  4.625159  4.858837  6.528409  4.586099  4.761231
## [8293]  4.907692  4.795936  7.383353  4.317433  4.703025  4.962645
## [8299]  4.108644  4.614484  5.274487  7.164719  6.214206  6.627643
## [8305]  5.909891  4.729854  5.024745  4.956522  4.370345  4.627540
## [8311]  9.940671  6.438351  6.776232  5.363766  4.240811  4.861026
## [8317]  4.105639  4.226608  4.714320  4.509416  4.273453  4.981164
## [8323]  4.146083  4.706877  5.944010  7.280089  4.272626  8.611738
## [8329]  5.514092  4.476160  4.944915  5.886334  4.594667  3.990761
## [8335]  4.919812  4.460756  6.193956  6.216726  4.320322  4.225922
## [8341]  4.973127  4.813720  4.551380  4.744124  4.673685 12.244416
## [8347]  5.641834  5.421666  4.538526  4.911062  4.847966  5.394091
## [8353]  5.492278  5.876702  4.870839  4.207995  4.291766  4.204705
## [8359]  4.294960  4.416649  4.712236  4.456539  4.358930  4.629667
## [8365]  4.656322  5.150840  4.756138  4.345266  5.072570  4.894492
## [8371]  6.706926  6.498667  7.536629  4.745295  4.254160  6.465295
## [8377]  5.495449  4.588763  5.700990  4.490125  5.220720  4.101374
## [8383] 11.362814  4.883859  4.693739  5.074707  5.897664  4.521475
## [8389] 10.921937  5.701563  4.889079  4.960623  4.778274  4.134964
## [8395]  4.849171  4.547029  4.880148  4.667457  4.736719  4.743079
## [8401]  4.398514  4.445178  4.505547  4.214980  4.382282  5.193324
## [8407]  5.060801  4.056023  4.308404  4.385467  7.443193  4.536750
## [8413]  4.226027  4.515062  4.783399  4.521945  4.970885  4.931033
## [8419]  3.305254  4.064232  4.320899  7.155704  4.752303  4.591384
## [8425]  5.598604  5.089783  5.171484  4.703296  4.223087  4.198750
## [8431]  5.079457  4.456548  4.310763  4.596252  4.560998  7.105468
## [8437]  6.470861  5.367906  4.339882  7.380094  5.973173  4.679988
## [8443]  6.067235  4.492194  4.410514 13.833165  4.487749  4.465043
## [8449]  5.892419  4.557101  6.451647  4.112991  4.581533  4.677896
## [8455]  7.487982  4.226906  5.688245  4.459981  6.813353  4.979175
## [8461]  4.166058  5.241932  4.640833  4.143950  4.677776  6.022462
## [8467]  4.946300  7.718227  4.829353  4.692480  4.599937  4.279514
## [8473]  8.524766  4.906156  6.903360  6.306725  4.839869  4.361896
## [8479]  4.467066  4.596217  6.087548  4.550861  4.616612  6.248170
## [8485]  4.105855  4.892110  4.206080  6.371461  4.787870  5.123711
## [8491]  5.839074  4.075580  5.324276  5.380460  4.584537  4.006755
## [8497]  4.888328  4.373462  5.680598  9.748872  5.106030  5.468448
## [8503]  7.043727  5.798573  6.058621  7.234628  6.799238  4.428503
## [8509]  5.292646  5.081010  4.565225  4.797901  4.466830  8.629268
## [8515]  5.034442  4.885920  4.905024  4.794480  5.428888  4.619661
## [8521]  6.657039  4.679712 11.939949  6.013087  4.166665  4.372063
## [8527]  4.581541  4.000103  4.536807  5.592269  4.352400  4.161395
## [8533]  4.634275  4.496997  4.657608  4.944262  5.128256  7.418443
## [8539]  4.499625  4.263668  5.254429  6.920031  4.276638  4.844785
## [8545]  4.636378  4.385731  4.400705  4.590203  4.997124  4.399502
## [8551]  5.373187 13.307162  4.164745  4.600034  3.958223  4.925317
## [8557]  4.252950  4.957530  6.202021  5.714383  4.328144  3.989823
## [8563]  5.381612  5.303893  4.226170  8.948523  4.661139  4.045685
## [8569]  4.180628  5.500782  7.888656  7.015762  5.453029  4.797364
## [8575]  4.563144  5.967209  8.515077  4.906652  5.084445  4.964279
## [8581]  4.641989  4.870901  9.847107  4.232852  4.565869  4.677218
## [8587]  6.272508  7.093353  4.333894  4.339416  4.280358  8.722032
## [8593]  5.992092 12.270160  4.087489  4.931892  8.440432  4.928732
## [8599]  4.928750  4.602680  5.448213  4.654273  5.265175  6.130032
## [8605]  4.010142 13.465066  5.490510  4.807466  4.396259  4.849204
## [8611]  4.897933  4.531777  6.470456  8.774519  4.352476  4.720754
## [8617]  4.332654  4.009599  4.234946  4.845862  5.103342  6.713763
## [8623]  4.647920 10.221906  4.431965  6.293365  6.157768  4.799805
## [8629]  4.152032  7.562748  5.133831  6.091805  5.758306  4.277272
## [8635]  5.999235  5.200869  4.285410  4.725940  8.049638  4.322045
## [8641]  4.508321  3.698795  4.755401  4.368664  4.669537 12.146733
## [8647]  4.419693  4.707653  7.004780  8.811322  4.616129  4.061361
## [8653]  6.050234  5.335650  4.667154  4.070191  5.321269  4.269626
## [8659]  6.646139  4.542986  6.559890  7.280458  4.054640  5.003310
## [8665]  6.176075  5.088608  4.630014  5.111863  4.046652  6.579354
## [8671]  4.961681  5.488772 10.873229  3.907484  4.735694  4.555778
## [8677]  4.024387  4.193472  4.508316  4.128436  4.593222  8.629155
## [8683]  4.616925  4.634679  7.338761  5.821854  5.147748  5.630587
## [8689]  4.615521  4.439622  5.914167  5.342849  5.371287  7.436416
## [8695]  5.448239  4.136288  4.584046  5.000392  4.450691  5.161092
## [8701]  4.863813  3.879953  4.380015  4.881793  4.342183  7.788989
## [8707]  4.839327  4.914574  5.312538  5.260620  3.919552  4.008549
## [8713] 11.227616  3.992389  4.700819  5.259775  4.458285  4.130878
## [8719]  4.201406  5.448766  4.500057  4.130834  6.379887  8.225555
## [8725]  5.054524  6.754727  5.021347  5.948656  4.314862  5.170614
## [8731]  4.945518  5.703646  5.288970  4.139595  4.731000  4.468209
## [8737]  5.283578  5.166729  7.523829  6.156545  4.587506  4.852061
## [8743]  4.620480  4.566107  5.532708  4.778094  4.264189  7.137617
## [8749]  4.117363  4.227267  5.983696  3.878578  4.647723  5.879397
## [8755]  5.735764  5.103842  5.625320  5.286960  4.470362  6.136884
## [8761]  4.542084  4.892323  4.236300  4.475080  4.127887  4.488780
## [8767]  7.313056  5.235396  4.498305  6.962144  7.356908  4.317420
## [8773]  5.710386  5.627927  4.940960  4.072474  4.239769  4.077156
## [8779]  7.341859  4.325419  4.048841  5.293829  4.425215  4.666019
## [8785]  6.652526  4.347692  5.064153  5.003763  5.347502  4.410306
## [8791]  4.493381  7.239765  5.113554  4.524148  4.470510  4.210880
## [8797]  4.512077  6.114903  4.303366  4.584696  5.467542  6.017308
## [8803]  4.237681  4.883593  4.384208  6.109610  5.673715  4.350966
## [8809]  4.585018  5.090048  4.655088  4.883150  3.960094  4.217224
## [8815]  5.728698  6.538477  6.315337  5.244617  4.669827  4.532059
## [8821]  5.245244  4.233978  6.195357  4.814123  4.546257  4.327226
## [8827]  6.579100  4.662314  4.444516  4.263333  4.497361  4.666095
## [8833]  4.404011  4.347655  5.452560  4.829648  4.304408  4.123970
## [8839]  4.738378  6.438004  4.122063  6.316079  4.771431  4.457178
## [8845]  4.235114  4.331869  4.717020  4.709824  4.844867  4.594044
## [8851]  6.037617  4.824650  4.343495  4.444671  5.392117  5.908861
## [8857]  4.846941  5.151370  4.523083  4.299574  4.292052  4.269522
## [8863]  4.000668  4.718195  5.158206  6.205268  4.761360  5.595184
## [8869]  4.902883  4.970901  5.292968  4.459776  4.425232  5.135514
## [8875]  4.518124  4.036565  4.796908  5.599189  4.339008  3.728002
## [8881]  4.221919  5.401057  4.990944 11.418596  5.560092  4.516887
## [8887]  4.646991  4.194461  4.218983  4.575634  5.614923  4.608861
## [8893]  4.341740  3.936201  3.951169  4.342963  5.162090  5.432138
## [8899]  8.058322  6.290831  4.767124  4.202043  4.574372  4.333826
## [8905] 16.734745  4.554027  5.740156  6.080961  4.479331  5.226623
## [8911]  5.169247  4.200707  8.648161  4.595337  5.061596  6.025250
## [8917]  4.741064 10.155008  3.900854  4.462096  4.221709  5.553794
## [8923]  4.679569  4.344814  4.102186  4.325470  4.834783  6.114234
## [8929]  6.207281  4.240538  4.722224  5.028913  4.452877  8.050048
## [8935]  4.750225  5.197359  5.463450 11.955962  4.324213  4.908134
## [8941]  6.058251  4.211871  5.213608  4.890199  4.541568  4.728037
## [8947]  4.464108 18.258818  5.361893  5.181609  7.177433  5.377443
## [8953]  4.326222  7.705089  5.041589  4.395877  5.985934  4.917032
## [8959]  5.294761  6.481832  5.145098  5.253734  4.382535  4.520942
## [8965]  4.061995  6.239442  4.493302  4.808509  4.678597  4.192346
## [8971]  6.432831  4.785278  6.140613  4.541441  5.731080  5.689508
## [8977]  4.583829  4.298880  4.300996  4.060205  5.208257  5.973253
## [8983]  7.420634  5.058516  4.134027  4.139678  6.993293  7.173921
## [8989]  4.481835  6.737479  4.265542 12.056331  4.081808  5.462985
## [8995]  4.449931  5.360979  4.372619  6.617536  4.739673  8.931979
## [9001]  6.160956  4.993500 12.084687  8.082119  3.889916  4.188074
## [9007]  4.441816  6.826498  5.531750  5.774766  6.879959  6.174703
## [9013]  5.038951  5.966475  5.784210  5.047267  9.126288  3.950756
## [9019]  4.844620  4.539248  5.390737  9.319520  5.306198  8.224894
## [9025]  5.246563  4.573888  8.792361  4.622149  5.409357  4.690149
## [9031]  4.990626  5.108847  4.972173  4.798727  5.371896  7.597000
## [9037]  6.725412  6.080935  4.812222  5.114298  6.608291  4.904290
## [9043]  5.702522  5.903687  5.307565  3.703133  6.209227  4.437582
## [9049]  4.399470  5.928432  4.042689  4.825876  4.200682 10.700602
## [9055]  4.382963  8.020595  4.474555  8.411439  4.726600  4.598926
## [9061]  5.266649  5.383281 10.306898  4.835983  7.393307 10.264018
## [9067]  5.712271  5.065957  4.158357  5.112994  4.074910  5.151652
## [9073]  4.271097  4.683159  7.357773 10.706584  4.706977  4.891781
## [9079]  4.540210  4.100382  5.353416  5.936786  4.330521  5.640252
## [9085]  6.109725  4.519230  6.131048  5.348267  6.532642  4.336033
## [9091]  6.117247  4.452223 11.030066  6.456594  4.761633  4.560236
## [9097]  4.318180  4.406501  4.512622  5.021550  5.732263  4.682835
## [9103]  8.329159  4.696395  5.239954  4.368733  5.109465  7.441590
## [9109] 10.194999  4.743524  5.063080  4.285613  4.999572  5.002396
## [9115]  4.872383  4.711904  5.748453  5.569599  4.875658  4.726413
## [9121]  6.276469  4.321695  4.330222  7.475929  6.080687  5.270883
## [9127]  4.169849  6.228022  6.069299  5.687276  5.368263  4.787157
## [9133]  4.534898  8.239618  6.069441  4.244336  5.066577  5.697529
## [9139]  4.391863  4.158541  6.015584  5.395139  5.607815  4.415330
## [9145]  4.731204  5.171827  7.059453  5.038555  9.271199  5.297937
## [9151]  4.447436  4.204220  4.742830  5.057260  5.003007  6.003344
## [9157]  6.432248  3.467103  4.636867  4.610742  7.081577  4.190600
## [9163]  4.600100  4.179443  4.115594  4.210657  4.355335  5.370463
## [9169]  4.774070  4.129414  4.652696  4.093414  4.176501  4.246778
## [9175]  5.205197  5.223855  5.469438  9.781103  4.030566  4.882081
## [9181]  4.075550  5.165321  5.807807  5.762740  4.447747  4.716472
## [9187]  4.417633  4.654388  5.054935  4.543366  4.608998  4.434560
## [9193]  7.177369  4.715166  4.637691  5.466212  6.840005  7.100607
## [9199]  4.637729  4.433975  4.419394  4.524723  4.888432  6.011085
## [9205]  4.281178  5.764128  5.774593  5.297843  4.730814  4.688350
## [9211]  5.124370  5.462340  6.401943  4.114138  4.462470  6.065818
## [9217]  4.067303  7.706340  4.921718  4.522333  5.044806  5.240841
## [9223]  5.468308  5.534435  6.131950  6.135692  6.057846  8.432470
## [9229]  4.793371  4.960447  4.177215  5.521730  4.824824  4.426536
## [9235]  4.330021  5.009621  5.096599  6.868874  7.828855  4.757642
## [9241]  4.995264  5.689252  4.520804  4.600831  5.591634  4.698432
## [9247]  4.908637  4.710090  4.724532  4.537075  4.935521  4.668795
## [9253] 11.341731  8.565204  6.669931  4.781306  4.922801  9.494071
## [9259]  4.560115  4.295989  4.953944  4.361899  6.683697  4.929550
## [9265]  5.595363  4.668099  5.322229  4.355317  6.237023  8.982897
## [9271]  5.405864  7.189775  5.160634  9.321555  7.771674  4.790439
## [9277]  4.718706  4.623962  4.171802  4.467984  4.461677  4.167726
## [9283]  4.592956  4.039991  4.832187  4.806085  4.599505  4.898188
## [9289]  4.128775  4.176203  4.383445  4.760312  4.361008  5.072327
## [9295]  5.187810  4.461506  4.058283  4.599933  4.321523  5.799512
## [9301]  4.659645  5.875958  4.896362  4.445753  4.280703  4.847097
## [9307]  5.184963  4.538873  4.882396  6.138346  4.272800  4.925775
## [9313]  4.949440  7.501966  5.443207 11.393568  4.186680  4.981131
## [9319]  5.680321  4.276770  7.054371  4.590240  8.010004  5.987174
## [9325]  4.861702  4.211867  4.443595  6.612328  6.445540  5.093140
## [9331]  4.815808  7.516859  4.188971  4.494050  4.857424  4.418641
## [9337]  5.008388  4.369562  4.804582  4.550947  4.673511  4.444533
## [9343]  4.174646  4.338479  4.148017  4.651213  4.904125  6.254519
## [9349]  5.470001  7.875888  4.815697 19.582308  4.586651  4.541753
## [9355]  6.253032  4.904609  4.231631  4.283992  6.256149  3.993669
## [9361]  5.115219  6.860994  4.590520  6.323816  5.187025  4.386699
## [9367]  4.696531  6.494110  5.066319  4.725292  4.953218  5.479957
## [9373]  4.539058  5.044365  4.465494  4.632941  3.986313  6.954823
## [9379]  3.935827  5.005884  4.675940  4.878855  3.971838  6.094896
## [9385]  5.264580  6.627435  4.439842  4.688231  4.552302 14.165590
## [9391]  5.829732  5.453616  4.461187  5.436939  5.910153  5.412013
## [9397]  4.345677  5.169222 11.396736 10.260180  4.903271  3.772717
## [9403]  5.759573  5.235217  4.622659  6.675286  4.872372  4.022821
## [9409]  5.647977  4.291315  6.780209  4.799332  4.674015  5.333107
## [9415]  8.519491 10.421611  4.475628  4.344845  6.379314  4.590684
## [9421]  4.914603  4.399698  4.269814  5.279671  4.334237  5.944983
## [9427]  4.440661  4.619532  6.524917  4.442718  5.547966  5.600921
## [9433]  4.525077  4.346572  6.114529  6.089209  4.644951  5.484225
## [9439]  4.628696  5.324649  4.322028  4.369917  4.779118 10.385761
## [9445]  4.405144  7.045770  5.025044 17.583300  5.480115  4.514144
## [9451]  6.402911  5.096102  4.947348  6.697157  8.123351  4.646053
## [9457]  3.872570  5.337892  6.586099  4.017005  5.886507  4.290094
## [9463]  5.097041  5.561680  4.798933  4.563572  4.496118  5.259956
## [9469]  5.903350  4.659302  5.777763 11.050646  6.053746  4.803461
## [9475]  5.017820  4.596474  4.484461  4.769729  4.171631  5.111383
## [9481]  4.552981  6.039404  5.658671  4.948127  5.376204  4.349903
## [9487]  5.343231  4.318310  5.244698  4.081234  7.936462  5.431817
## [9493]  5.811158  5.169855  5.643539  4.414138  4.119382  5.178025
## [9499]  5.064288  6.975855  4.987478  5.600621  5.746921  4.508281
## [9505]  5.722854  5.851005  6.716202  4.234470  6.200368  6.144055
## [9511]  4.605955  4.107557  4.495391  4.646160  5.313205  5.362063
## [9517]  7.454764  4.595049 13.881025  4.940008  5.042173  4.449318
## [9523]  7.108228  5.550179  6.913169  4.353018  5.103045  3.863882
## [9529]  8.492866  4.682289  9.170420  4.342704  4.334729  4.621278
## [9535]  4.872940  6.609991  5.374335  4.889298  8.336697  7.109626
## [9541]  4.204229  5.368170  4.730293  5.639034  9.833275  6.779308
## [9547]  6.486834  6.312674  4.100236  5.676230  6.176954  3.931114
## [9553]  3.854488  5.374873  5.712187  4.106024  4.126396  5.341317
## [9559]  4.543452  5.200898  6.528040  5.463249  5.011801  4.712656
## [9565]  4.525103  8.666433  4.525012  4.414232  4.360658  4.697278
## [9571]  6.373779  5.748301  5.308617  5.770658  4.221695  5.159468
## [9577]  5.189603  3.921087  4.377397  6.892761  4.286723  4.382278
## [9583]  8.721231  5.150538  6.098148  4.323217  4.310581  6.408326
## [9589]  4.465075  4.660489  5.288698  5.476835  5.015588  4.623408
## [9595]  6.530015  5.344023  5.461061  6.036690  7.295992  6.259373
## [9601]  4.351635  3.947143  4.239706  7.694970  4.604443  4.500029
## [9607]  4.204706  4.061270  4.904653  5.687784  4.450050  5.071509
## [9613]  5.250559  4.222317  4.990575  4.484593  4.248685  4.327588
## [9619]  4.807626  4.319331  5.038049  4.420630  4.833815  5.411061
## [9625]  5.986739  6.921175  7.978336  5.283915  5.145094  5.198855
## [9631]  4.680462  4.309499  6.370173  4.122204  8.132646  4.096431
## [9637]  4.443662  5.151307  4.973122  4.393544  8.491382  3.794349
## [9643]  5.145718  4.237621  4.580719  4.727253  6.844600  5.345573
## [9649]  4.451038  6.729929  4.039030  4.817367  5.173968  4.468529
## [9655]  6.372657  5.296658  4.940326  3.405378  7.660864  4.720833
## [9661] 11.091075  7.544322  4.594649  4.583802  4.904605  5.683219
## [9667]  6.261036  6.505070  4.141427  4.545212  5.073139  4.572982
## [9673]  4.991298  4.419248  4.689123  4.227907 11.933851  4.667332
## [9679]  5.739135  7.328100  4.307860  4.238346  5.125345  4.720322
## [9685]  4.745545  4.328883  7.426760  5.812476  5.183932  4.392965
## [9691]  5.112835  4.337321  4.586347  4.058994  7.508257  4.343520
## [9697]  4.283231  4.752662  9.028635  5.112493  6.787422  5.396584
## [9703]  7.259136  5.625785  4.598360  4.605163  4.709718  4.773455
## [9709]  4.432349 10.932801  6.361248  5.498542  4.863058  5.125703
## [9715]  5.672989  6.524127  4.173930  5.096659  4.715167  4.292807
## [9721]  7.443290  4.772422  4.930622  7.127833  4.546810  4.398680
## [9727]  4.140407  4.361451  5.663824  4.632064  4.439143  4.686535
## [9733]  4.460776  4.233528  5.142009  4.676127  4.650583  4.114621
## [9739]  5.104315  4.948419  4.471575  4.714300  4.681483  5.135353
## [9745]  5.354769  6.669719  5.996294  4.306082  4.845849  4.725650
## [9751]  5.040809  4.244692  4.829050  4.149204  4.917762 12.920829
## [9757]  4.533246  5.272852  4.190685  4.507129  7.989955  4.704250
## [9763]  6.324372  4.680435  4.380493  5.756993  5.475434  5.867731
## [9769]  4.765116  4.636389  5.309481  6.196994  4.408063  4.343608
## [9775]  4.414489  5.233731  4.432783  4.594794  5.785346  4.483524
## [9781]  4.972446  4.878490  4.476774  4.980056  4.474254  4.076338
## [9787]  4.191558  4.230395  4.540517  4.812457  4.408567 13.645806
## [9793]  8.573068  4.583499  4.927713  5.526527  4.432785  5.657902
## [9799]  4.548989  4.162621  5.442867  4.569420  5.216823  5.136791
## [9805]  4.282513  4.241879  6.464265  4.579066  4.937481  6.147309
## [9811]  5.982334  4.523676  4.833316  4.524552  6.003372  3.956760
## [9817]  5.550125  5.720449  6.060624 14.771512  4.182807  4.573742
## [9823]  3.943330  4.805188  6.234351  6.159843  4.449723  4.719668
## [9829]  4.740937  5.869196  6.726732  6.891904  6.521653  5.738909
## [9835]  4.726610  4.566276  4.971930  4.645782  4.190682  5.307951
## [9841]  5.778097  4.288562  4.272628  7.222245  4.968646  6.677062
## [9847]  5.334431  6.428757  5.290961  5.619164  4.284563  4.243228
## [9853]  4.958849  6.158483  6.346377  5.409052  6.820867  7.545242
## [9859]  4.445895  5.037334  3.830776  5.273944  4.633253  5.683578
## [9865]  4.112659  5.138025  4.417453  6.949350  4.217800  4.175399
## [9871]  5.918057  3.681330  4.867660  4.269786  6.403257 10.627245
## [9877]  6.111627  6.195567  4.623686  4.521783  4.501962  6.454633
## [9883]  4.274276  8.858261  4.369866  4.059507  5.423510  4.614438
## [9889]  5.018562  4.871432
min(mif_sim_combined_output_df$R_0)
## [1] 0.1935601
mif_sim_combined_output_df_end_params = filter(mif_sim_combined_output_df) %>%
  filter(msg == "mif1")
min(mif_sim_combined_output_df_end_params$R_0)
## [1] 0.1935601
range(top_2_LL_end_params$R_0)
## [1]  3.057067 21.830078
hist(top_2_LL_end_params$R_0)

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = E_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = E_0+z_0, y = loglik)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = E_0+z_0)) +
  geom_point() +
  rahul_man_figure_theme
p

p = ggplot(data = top_2_LL_end_params,
           aes(x = R_0, y = p_S)) +
  geom_point() +
  rahul_man_figure_theme
p

range(top_2_LL_end_params$sigma_M)
## [1] 0.2746054 0.2894537

Analsyis of top 20 LL

top_25_LL = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik) - 25)
range(top_25_LL$R_0)
## [1]   1.363338 197.245112
top_20_LL_end_params = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik)-20)

top_5_LL = mif_sim_combined_output_df_end_params %>%
  filter(loglik > max(loglik) - 5)
range(top_5_LL$R_0)
## [1]  2.515812 99.556196
range(top_5_LL$E_0)
## [1]  3189.781 47351.483
p = ggplot(data = top_5_LL,
           aes(x = R_0, y = E_0)) +
  geom_point() + rahul_man_figure_theme
p

p = ggplot(data = top_5_LL,
           aes(x = p_S, y = R_0)) +
  geom_point() + rahul_man_figure_theme
p

Evalulate model performance

Antibody data

Anitbody data from Table 2 of

https://www.medrxiv.org/content/10.1101/2020.06.28.20142190v1.full.pdf

(Version posted on June 29, 2020, accessed on July 4,2020).

nyc_sentinel_antibody_obs = data.frame(Date = c("2020-03-01",
                                                "2020-03-08",
                                                "2020-03-15",
                                                "2020-03-22",
                                                "2020-03-29",
                                                "2020-04-05",
                                                "2020-04-12",
                                                "2020-04-19"),
                                       Num_Positive = c(8,
                                                        2,
                                                        8,
                                                        7,
                                                        9,
                                                        33,
                                                        27,
                                                        47),
                                       Prop_Positive = c(0.020,
                                                         0.005,
                                                         0.016,
                                                         0.017,
                                                         0.022,
                                                         0.101,
                                                         0.117,
                                                         0.193),
                                       Num_Sampled = c(402,
                                                       407,
                                                       493,
                                                       425,
                                                       412,
                                                       326,
                                                       230,
                                                       243))


nyc_sentinel_antibody_obs = nyc_sentinel_antibody_obs %>%
  mutate(Date = as.Date(Date))
write.csv(nyc_sentinel_antibody_obs,
          "../Generated_Data/raw_antibody_data_from_nyc_study.csv",
          row.names = FALSE)
p = ggplot(data = nyc_sentinel_antibody_obs,
           aes(x = Date, y = Prop_Positive)) + geom_point() +
  geom_line() + rahul_man_figure_theme
p

png("../Figures/Profiles/N_12_Model/Anitbody_data.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

We followed the Wilson-Brown CI method as described here: https://www.itl.nist.gov/div898/handbook/prc/section2/prc241.htm

#Ex:
#p = 0.1
#n = 10
#alpha = 0.05
get_Wilson_Brown_upper_CI = function(p, n, alpha){
  Z_score_upper = qnorm(p = 1-alpha/2, mean = 0, sd = 1)
  Z_score_upper_sq = Z_score_upper^2
  upper_under_sqrt = ((p*(1-p))/n) + Z_score_upper_sq/(4*n^2)
  
  UL_num = p + ((Z_score_upper_sq)/(2*n)) + Z_score_upper*sqrt(upper_under_sqrt)
  
  UL_denom = 1 + Z_score_upper_sq/n
  
  UL_bound = UL_num/UL_denom
  

  return(UL_bound)
}

get_Wilson_Brown_lower_CI = function(p, n, alpha){
   Z_score_lower = qnorm(p = alpha/2, mean = 0, sd = 1)
  Z_score_lower_sq = Z_score_lower^2
  lower_under_sqrt = ((p*(1-p))/n) + Z_score_lower_sq/(4*n^2)
  
  LL_num = p + ((Z_score_lower_sq)/(2*n)) + Z_score_lower*sqrt(lower_under_sqrt)
  LL_denom = 1 + Z_score_lower_sq/n
  
  LL_bound = LL_num/LL_denom
  return(LL_bound)
}
nyc_antibody_df = nyc_sentinel_antibody_obs %>%
  mutate(times = as.numeric(Date - true_start_date),
         upper_CI = get_Wilson_Brown_upper_CI(n = Num_Sampled, p = Prop_Positive, alpha = 0.05),
         lower_CI = get_Wilson_Brown_lower_CI(n = Num_Sampled, p = Prop_Positive, alpha = 0.05))

write.csv(nyc_antibody_df,
          "../Generated_Data/antibody_data_from_nyc_study_with_RS_calc_CI.csv",
          row.names = FALSE)

p = ggplot(data = nyc_antibody_df,
           aes(x = Date, y = Prop_Positive)) + geom_ribbon(aes(ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point() +
  geom_line() + rahul_man_figure_theme
p

png("../Figures/Profiles/N_12_Model/Anitbody_data_with_RS_calc_CI_dates.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive)) + geom_ribbon(aes(ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point() +
  geom_line() + rahul_man_figure_theme + xlab("Days since March 1, 2020")
p

png("../Figures/Profiles/N_12_Model/Anitbody_data_with_RS_calc_CI_days.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

###Load ML combination for model accross all five profiles

MLE = mif_sim_combined_output_df %>%
  filter(msg == "mif1") %>%
  filter(loglik == max(loglik))
ML_params = MLE %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)
MIF_run_1_MLE_params = ML_params
MIF_run_1_MLE_params
##   M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 4.426536 0.1212218 0.9829669   0 0.2869619  0.1939382  1.09
##   phi_U phi_S   h_V    gamma   N_0      E_0     z_0 C_0
## 1  1.09   0.2 0.125 9.638642 8e+06 30583.41 5323.79   0
##   social_distancing_start_time quarantine_start_time PCR_sens  sigma_M
## 1                           17                    22      0.9 0.279458
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling
## 1         0.162
write.csv(MLE, file = "../Generated_Data/Profiles/N_12_Model/Grid_Search_MIF_run_1/MLE_Grid_Search_MIF_run_1_with_LL.csv",
          row.names = FALSE)

write.csv(MIF_run_1_MLE_params, file = "../Generated_Data/Profiles/N_12_Model/Grid_Search_MIF_run_1/MLE_Grid_Search_MIF_run_1.csv",
          row.names = FALSE)

small_E_0_param = top_5_LL %>%
  filter(E_0 == min(E_0))

small_E_0_param_combo = small_E_0_param %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)

small_p_S_param = top_2_LL_end_params %>%
  filter(p_S == min(p_S))

small_p_S_param_combo = small_p_S_param %>%
  dplyr::select(-param_index, -iter_num,
                -msg, -loglik, -nfail,
                -trace_num, -loglist.se)

small_p_S_param
##   M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 5.515613 0.1302752 0.8394191   0 0.1373792  0.1595473  1.09
##   phi_U phi_S   h_V    gamma   N_0     E_0      z_0 C_0
## 1  1.09   0.2 0.125 7.863558 8e+06 44615.8 17586.93   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2799215
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index    loglik nfail trace_num
## 1         0.162 mif1       18          82 -1.176273    NA        NA
##   loglist.se
## 1  0.0117839
write.csv(small_p_S_param, file = "../Generated_Data/Profiles/N_12_Model/Grid_Search_MIF_run_1/small_p_S_top_2_LL_comb_with_loglik.csv",
          row.names = FALSE)

save(top_2_LL_end_params,file = paste0("../Generated_Data/Profiles/", model_name, "_Model/Grid_Search_MIF_run_1/top_2_LL_end_params.RData"))
# small_R_0_ML_params = small_R_0_MLE %>%
#   dplyr::select(-param_index, -iter_num,
#                 -msg, -loglik, -nfail,
#                 -trace_num, -loglist.se)
# small_R_0_ML_params

Simulate trajectories from MLE parameters for baseline model

We simulate 100 stochastic trajectories (both process and environmental noise) from the overall MLE for the baseline model. We calculate the mean and the 2.5\(\%\) and 97.5\(\%\) quantile for values of the trajectories.

##Simulation from ML
sim_data = simulate(nsim = 100,
                    seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = ML_params,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame")
#head(sim_data)
sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")

Compare simulated trajectories with that of real data

The plots below show the real observed dengue case trajectory versus the mean and 2.5\(\%\) and 97.5\(\%\) quantile from the stochastic simulation of the baseline model MLE.

comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("Observed Daily Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/MIF_Run_1/cases_over_time_simulation_from_ML_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("log(Observed Daily Cases)")
p

png(paste0("../Figures/Profiles/", model_name,
           "_Model/MIF_Run_1/log_cases_over_time_simulation_from_ML_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data +rahul_man_figure_theme+
   xlab("Days since March 1, 2020")+
  ylab("log(Daily Reported Cases)")
p

S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/Profiles/N_12_Model/MLE_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (S/N MLE parameter combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, S, N)
select_trajectories = select_trajectories %>%
  mutate(S_over_N = S/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-S, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = S_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_12_Model/MIF_Run_1/Specific_traj_S_over_N_MLE.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

R over N (MLE parameter combination)

sim_data$R_over_N = (sim_data$R_A +sim_data$R_F + sim_data$R_H)/sim_data$N

sim_data_R_over_N_median = aggregate(R_over_N ~ time, sim_data, median)
sim_data_R_over_N_quant = aggregate(R_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_R_over_N_quant$R_over_N = as.data.frame(sim_data_R_over_N_quant$R_over_N)
colnames(sim_data_R_over_N_quant$R_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_R_over_N_median$time,
                       sim_data_median = sim_data_R_over_N_median$R_over_N,
                      sim_data_low_Q = sim_data_R_over_N_quant$R_over_N$Q2.5,
                      sim_data_high_Q = sim_data_R_over_N_quant$R_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N")
p

png("../Figures/Profiles/N_12_Model/MLE_param_R_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (R/N MLE combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, R_A,R_F, R_H, N)
select_trajectories = select_trajectories %>%
  mutate(R_over_N = (R_A + R_H + R_F)/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-R_A, -R_H, -R_F, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = R_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_12_Model/MIF_Run_1/Specific_traj_R_over_N_MLE_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare R/N with anitbody data (MLE parameter combination)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N") +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png("../Figures/Profiles/N_12_Model/MLE_param_R_over_N_vs_anitbody_test.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Simulate trajectories from small p_S param

We simulate 100 stochastic trajectories (both process and environmental noise) from the overall MLE for the baseline model. We calculate the mean and the 2.5\(\%\) and 97.5\(\%\) quantile for values of the trajectories.

##Simulation from ML
sim_data = simulate(nsim = 100,
                    seed = 12345,
                    times = Observed_data$times,
                    t0 = t0,
                    rprocess = pomp::euler(rproc,delta.t = 1),
                    params = small_p_S_param_combo,
                    paramnames = paramnames,
                    statenames = statenames,
                    obsnames = obsnames,
                    accumvars = acumvarnames,
                    rinit = init,
                    rmeas = rmeas,
                    partrans = par_trans,
                    covar = covar,
                    format = "data.frame")
#head(sim_data)
sim_data_median_Y = aggregate(Y ~ time, sim_data, median)
sim_data_quant = aggregate(Y ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_quant$Y = as.data.frame(sim_data_quant$Y)
colnames(sim_data_quant$Y) = c("Q2.5", "Q97.5")

Compare simulated trajectories with that of real data

The plots below show the real observed dengue case trajectory versus the mean and 2.5\(\%\) and 97.5\(\%\) quantile from the stochastic simulation of the baseline model MLE.

comp_data = data.frame(time = sim_data_median_Y$time,
                       sim_data_median = sim_data_median_Y$Y,
                      sim_data_low_Q = sim_data_quant$Y$Q2.5,
                      sim_data_high_Q = sim_data_quant$Y$Q97.5,
                       true_data = Observed_data$Y)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("Observed Daily Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/MIF_Run_1/cases_over_time_simulation_from_small_p_S_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable), size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("log(Observed Daily Cases)")
p

png(paste0("../Figures/Profiles/", model_name,
           "_Model/MIF_Run_1/log_cases_over_time_simulation_from_small_p_S_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(sim_data_low_Q),
                  ymax = log(sim_data_high_Q)), fill = "grey70") +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable),
             size = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab_with_fit_data +rahul_man_figure_theme+
   xlab("Days since March 1, 2020")+
  ylab("log(Daily Reported Cases)")
p

S over N

sim_data$S_over_N = sim_data$S/sim_data$N

sim_data_S_over_N_median = aggregate(S_over_N ~ time, sim_data, median)
sim_data_S_over_N_quant = aggregate(S_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_S_over_N_quant$S_over_N = as.data.frame(sim_data_S_over_N_quant$S_over_N)
colnames(sim_data_S_over_N_quant$S_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_S_over_N_median$time,
                       sim_data_median = sim_data_S_over_N_median$S_over_N,
                      sim_data_low_Q = sim_data_S_over_N_quant$S_over_N$Q2.5,
                      sim_data_high_Q = sim_data_S_over_N_quant$S_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("S over N")
p

png("../Figures/Profiles/N_12_Model/Small_p_S_param_S_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (S/N small p_s_param combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, S, N)
select_trajectories = select_trajectories %>%
  mutate(S_over_N = S/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-S, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = S_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_12_Model/MIF_Run_1/Specific_traj_S_over_N_small_p_S_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

R over N (small \(p_S\) parameter combination)

sim_data$R_over_N = (sim_data$R_A +sim_data$R_F + sim_data$R_H)/sim_data$N

sim_data_R_over_N_median = aggregate(R_over_N ~ time, sim_data, median)
sim_data_R_over_N_quant = aggregate(R_over_N ~ time, sim_data, quantile, probs = c(0.025, 0.975))
sim_data_R_over_N_quant$R_over_N = as.data.frame(sim_data_R_over_N_quant$R_over_N)
colnames(sim_data_R_over_N_quant$R_over_N) = c("Q2.5", "Q97.5")


comp_data = data.frame(time = sim_data_R_over_N_median$time,
                       sim_data_median = sim_data_R_over_N_median$R_over_N,
                      sim_data_low_Q = sim_data_R_over_N_quant$R_over_N$Q2.5,
                      sim_data_high_Q = sim_data_R_over_N_quant$R_over_N$Q97.5)

comp_data_melt = melt(comp_data, id.vars = c("time", "sim_data_low_Q",
                                             "sim_data_high_Q"))




p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N")
p

png("../Figures/Profiles/N_12_Model/Small_p_S_param_R_over_N.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Specific trajectories (R/N small p_s_parameter combination)

select_trajectories  = filter(sim_data, .id %in% seq(from = 5, to = 10))
select_trajectories = dplyr::select(select_trajectories, time, .id, R_A,R_F, R_H, N)
select_trajectories = select_trajectories %>%
  mutate(R_over_N = (R_A + R_H + R_F)/N)
select_trajectories = select_trajectories %>%
  dplyr::select(-R_A, -R_H, -R_F, -N)
select_trajectories$type = "Sim"




library(RColorBrewer)
full_blue_pallete = brewer.pal(9, "Blues")
sim_traj_pallete = full_blue_pallete[9:4]
sim_traj_scale = scale_color_manual(name = "Legend", values = c( sim_traj_pallete), labels =  c("Sim_Traj_1", "Sim_Traj_2", "Sim_Traj_3", "Sim_Traj_4", "Sim_Traj_5", "Sim_Traj_6")) 
p = ggplot(data = select_trajectories,
           aes(x = time, y = R_over_N, color = .id)) + geom_point(size = 2) + geom_line(aes(group = .id)) + rahul_theme + rahul_man_figure_theme + theme_white_background +
  sim_traj_scale
p

png("../Figures/Profiles/N_12_Model/MIF_Run_1/Specific_traj_R_over_N_small_p_S_comb.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare R/N with anitbody data (small \(p_S\) parameter combination)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = sim_data_low_Q,
                  ymax = sim_data_high_Q), fill = "grey70") +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable), size  = 3) +
  rahul_theme +
  theme_white_background +
  median_legend_lab + rahul_man_figure_theme +
   xlab("Days since March 1, 2020")+
  ylab("R over N") +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'grey70',
                                alpha = 0.7) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png("../Figures/Profiles/N_12_Model/Small_p_S_param_R_over_N_vs_anitbody_test.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2

Top 2LL Simluation (TBD)

Combine output subsets

head(top_2_LL_end_params)
##   M_0 V_0 K_0      R_0       b_q        b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 5.040920 0.1199816 0.73827447   0 0.3773241  0.1767405  1.09
## 2   5  13  14 4.662393 0.1205942 0.68837081   0 0.5929974  0.1551997  1.09
## 3   5  13  14 5.579049 0.1183684 0.54631179   0 0.4603340  0.1669007  1.09
## 4   5  13  14 7.162057 0.1212649 0.44841826   0 0.2924341  0.1561453  1.09
## 5   5  13  14 7.141834 0.1235621 0.01397251   0 0.5145169  0.1537657  1.09
## 6   5  13  14 4.833856 0.1175417 0.95746195   0 0.2454977  0.1556645  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 17.394855 8e+06 22528.90 4862.690   0
## 2  1.09   0.2 0.125  4.818495 8e+06 14264.69 3496.775   0
## 3  1.09   0.2 0.125  4.596704 8e+06 18134.69 4332.758   0
## 4  1.09   0.2 0.125  4.536257 8e+06 24722.19 7827.191   0
## 5  1.09   0.2 0.125  9.421572 8e+06 17913.11 3936.113   0
## 6  1.09   0.2 0.125  5.409624 8e+06 25495.10 9904.451   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2814612
## 2                           17                    22      0.9 0.2812833
## 3                           17                    22      0.9 0.2813773
## 4                           17                    22      0.9 0.2816628
## 5                           17                    22      0.9 0.2831911
## 6                           17                    22      0.9 0.2842662
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        2           1 -0.7954440    NA        NA
## 2         0.162 mif1        3           1 -0.8877775    NA        NA
## 3         0.162 mif1        4           1 -0.6177721    NA        NA
## 4         0.162 mif1        9           1 -0.9084578    NA        NA
## 5         0.162 mif1       11           1 -0.7863457    NA        NA
## 6         0.162 mif1       15           1 -1.1438794    NA        NA
##    loglist.se
## 1 0.007197377
## 2 0.005469438
## 3 0.008664239
## 4 0.009767994
## 5 0.008395310
## 6 0.008197142
top_2_LL_end_with_antibody_LL =
    data.frame(matrix(nrow = 0,
                      ncol = ncol(top_2_LL_end_params) + 3))
  colnames(top_2_LL_end_with_antibody_LL) = 
    c(colnames(top_2_LL_end_params), "Antibody_Mean_LL", "Antibody_LL_SE","Median_Herd_Immunity")
  
  top_2_LL_all_combo_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_data) = c("time", "sim_data_median ",  "sim_data_low_Q",
                               "sim_data_high_Q","combo_num")
  top_2_LL_all_combo_S_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_S_data) = c("time", "sim_data_S_over_N_median ",  "sim_data_S_over_N_low_Q",
                                 "sim_data_S_over_N_high_Q","combo_num")
  top_2_LL_all_combo_C_Q1_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_C_Q1_data) = c("time", "sim_data_C_Q1_median ",  "sim_data_C_Q1_low_Q",
                                    "sim_data_C_Q1_high_Q","combo_num")
  
  top_2_LL_all_combo_R_data = data.frame(matrix(nrow = 0, ncol = 5))
  colnames(top_2_LL_all_combo_R_data) = c("time", "sim_data_R_over_N_median ",  "sim_data_R_over_N_low_Q",
                                 "sim_data_R_over_N_high_Q","combo_num")
  
  
  
midway_max_jobs = 500
group_size = nrow(top_2_LL_end_params) / midway_max_jobs


for(param_index in seq(1:midway_max_jobs)){
  if(param_index %% 50 == 0){
      print(param_index)
  }
  
     load(file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/Antibody_LL_Param_Subsets/",
                   model_name, "_Model_top_2_LL_all_params_top_2_LL_subset_",
                   param_index, ".RData"))
     top_2_LL_end_with_antibody_LL = rbind(top_2_LL_end_with_antibody_LL,
        top_2_LL_end_subset_with_antibody_LL)
     
     load(
       file = paste0(
         "../Generated_Data/Profiles/",
         model_name, "_Model/C_Q1_Subsets/",model_name,
         "_Model_top_2_LL_all_params_top_2_LL_subset_",
         param_index, ".RData"))
     top_2_LL_all_combo_C_Q1_data = rbind(top_2_LL_all_combo_C_Q1_data,
                                          all_combo_C_Q1_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/R_over_N_Subsets/",
       model_name, "_Model_top_2_LL_all_params_sim_R_over_N_data_subset_",
       param_index, ".RData"
     ))
     top_2_LL_all_combo_R_data = rbind(top_2_LL_all_combo_R_data,
                                       all_combo_R_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/S_over_N_Subsets/",
       model_name, "_Model_top_2_LL_all_params_sim_S_over_N_data_subset_",
       param_index, ".RData"
       ))
     top_2_LL_all_combo_S_data = rbind(top_2_LL_all_combo_S_data,
                                       all_combo_S_data)
     
     load(file = paste0(
       "../Generated_Data/Profiles/",
       model_name, "_Model/combo_data_Subsets/",model_name,
       "_Model_top_2_LL_all_params_sim_cases_data_subset_",
       param_index, ".RData"))
     top_2_LL_all_combo_data = rbind(top_2_LL_all_combo_data,
                                     all_combo_data)
     
     
     
     
     
  
  
}
## [1] 50
## [1] 100
## [1] 150
## [1] 200
## [1] 250
## [1] 300
## [1] 350
## [1] 400
## [1] 450
## [1] 500
save(top_2_LL_all_combo_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_cases_data.RData"))

save(top_2_LL_all_combo_S_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_S_over_N_data.RData"))

save(top_2_LL_all_combo_R_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_R_over_N_data.RData"))

save(top_2_LL_all_combo_C_Q1_data,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_sim_C_Q_1_data.RData"))

save(top_2_LL_end_with_antibody_LL,file = paste0("../Generated_Data/Profiles/",
       model_name, "_Model/top_2_LL_data/",model_name,
       "_Model_top_2_LL_all_params_with_antibody_LL.RData"))

Calculate R_0 NGM for top_2_LL

\[\begin{equation} R_{0_{NGM}} = \frac{\beta_P}{\phi_U} + \frac{\beta_A (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

In terms of model parameters: \[\begin{equation} R_{0_{NGM}} = \frac{\beta*b_p}{\phi_U} + \frac{\beta*b_a (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

head(top_2_LL_end_with_antibody_LL)
##   M_0 V_0 K_0      R_0       b_q        b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 5.040920 0.1199816 0.73827447   0 0.3773241  0.1767405  1.09
## 2   5  13  14 4.662393 0.1205942 0.68837081   0 0.5929974  0.1551997  1.09
## 3   5  13  14 5.579049 0.1183684 0.54631179   0 0.4603340  0.1669007  1.09
## 4   5  13  14 7.162057 0.1212649 0.44841826   0 0.2924341  0.1561453  1.09
## 5   5  13  14 7.141834 0.1235621 0.01397251   0 0.5145169  0.1537657  1.09
## 6   5  13  14 4.833856 0.1175417 0.95746195   0 0.2454977  0.1556645  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 17.394855 8e+06 22528.90 4862.690   0
## 2  1.09   0.2 0.125  4.818495 8e+06 14264.69 3496.775   0
## 3  1.09   0.2 0.125  4.596704 8e+06 18134.69 4332.758   0
## 4  1.09   0.2 0.125  4.536257 8e+06 24722.19 7827.191   0
## 5  1.09   0.2 0.125  9.421572 8e+06 17913.11 3936.113   0
## 6  1.09   0.2 0.125  5.409624 8e+06 25495.10 9904.451   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2814612
## 2                           17                    22      0.9 0.2812833
## 3                           17                    22      0.9 0.2813773
## 4                           17                    22      0.9 0.2816628
## 5                           17                    22      0.9 0.2831911
## 6                           17                    22      0.9 0.2842662
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        2           1 -0.7954440    NA        NA
## 2         0.162 mif1        3           1 -0.8877775    NA        NA
## 3         0.162 mif1        4           1 -0.6177721    NA        NA
## 4         0.162 mif1        9           1 -0.9084578    NA        NA
## 5         0.162 mif1       11           1 -0.7863457    NA        NA
## 6         0.162 mif1       15           1 -1.1438794    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.007197377        -69.35197     0.03117124           0.08318750
## 2 0.005469438       -114.25269     0.06406994           0.05208694
## 3 0.008664239        -88.04981     0.04744650           0.06717275
## 4 0.009767994        -51.50620     0.02663235           0.10390925
## 5 0.008395310       -100.56133     0.06835040           0.05824056
## 6 0.008197142        -39.44024     0.01943998           0.12597463
##   combo_num sim_subset_index
## 1         1                1
## 2         2                1
## 3         3                1
## 4         4                1
## 5         5                1
## 6         6                1
top_2_LL_end_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_with_antibody_LL$phi_S
top_2_LL_end_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_with_antibody_LL$gamma
top_2_LL_end_with_antibody_LL =  top_2_LL_end_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_with_antibody_LL$gamma_total = 1/top_2_LL_end_with_antibody_LL$duration_of_symp
top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_with_antibody_LL = top_2_LL_end_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_density() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_density_plot_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_histogram_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_A_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) + 
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_vs_R_0_NGM_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0_NGM,
               y = Antibody_Mean_LL)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/", model_name,
                  "_R_0_NGM_vs_Likelihood_with_respect_to_antibody_for_all_parameter_combinations_within_2LL_of_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
head(top_2_LL_end_with_antibody_LL)
##   M_0 V_0 K_0      R_0       b_q        b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 5.040920 0.1199816 0.73827447   0 0.3773241  0.1767405  1.09
## 2   5  13  14 4.662393 0.1205942 0.68837081   0 0.5929974  0.1551997  1.09
## 3   5  13  14 5.579049 0.1183684 0.54631179   0 0.4603340  0.1669007  1.09
## 4   5  13  14 7.162057 0.1212649 0.44841826   0 0.2924341  0.1561453  1.09
## 5   5  13  14 7.141834 0.1235621 0.01397251   0 0.5145169  0.1537657  1.09
## 6   5  13  14 4.833856 0.1175417 0.95746195   0 0.2454977  0.1556645  1.09
##   phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1  1.09   0.2 0.125 17.394855 8e+06 22528.90 4862.690   0
## 2  1.09   0.2 0.125  4.818495 8e+06 14264.69 3496.775   0
## 3  1.09   0.2 0.125  4.596704 8e+06 18134.69 4332.758   0
## 4  1.09   0.2 0.125  4.536257 8e+06 24722.19 7827.191   0
## 5  1.09   0.2 0.125  9.421572 8e+06 17913.11 3936.113   0
## 6  1.09   0.2 0.125  5.409624 8e+06 25495.10 9904.451   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2814612
## 2                           17                    22      0.9 0.2812833
## 3                           17                    22      0.9 0.2813773
## 4                           17                    22      0.9 0.2816628
## 5                           17                    22      0.9 0.2831911
## 6                           17                    22      0.9 0.2842662
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index     loglik nfail trace_num
## 1         0.162 mif1        2           1 -0.7954440    NA        NA
## 2         0.162 mif1        3           1 -0.8877775    NA        NA
## 3         0.162 mif1        4           1 -0.6177721    NA        NA
## 4         0.162 mif1        9           1 -0.9084578    NA        NA
## 5         0.162 mif1       11           1 -0.7863457    NA        NA
## 6         0.162 mif1       15           1 -1.1438794    NA        NA
##    loglist.se Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity
## 1 0.007197377        -69.35197     0.03117124           0.08318750
## 2 0.005469438       -114.25269     0.06406994           0.05208694
## 3 0.008664239        -88.04981     0.04744650           0.06717275
## 4 0.009767994        -51.50620     0.02663235           0.10390925
## 5 0.008395310       -100.56133     0.06835040           0.05824056
## 6 0.008197142        -39.44024     0.01943998           0.12597463
##   combo_num sim_subset_index duration_of_symp_1 duration_of_symp_2
## 1         1                1                  5         0.05748826
## 2         2                1                  5         0.20753368
## 3         3                1                  5         0.21754717
## 4         4                1                  5         0.22044605
## 5         5                1                  5         0.10613940
## 6         6                1                  5         0.18485575
##   duration_of_symp gamma_total      Beta R_0_P      R_0_A  R_0_S_1
## 1         5.057488   0.1977266 0.9967241     0 2.29099867 1.880440
## 2         5.207534   0.1920295 0.8953170     0 1.25419913 2.654603
## 3         5.217547   0.1916609 1.0692858     0 1.57626561 2.461143
## 4         5.220446   0.1915545 1.3719244     0 2.17645831 2.005987
## 5         5.106139   0.1958427 1.3986759     0 0.04743902 3.598212
## 6         5.184856   0.1928694 0.9323030     0 3.36751198 1.144391
##      R_0_S_2  R_0_NGM
## 1 0.01779941 4.189238
## 2 0.09308340 4.001886
## 3 0.08921072 4.126619
## 4 0.07463254 4.257078
## 5 0.06463742 3.710288
## 6 0.03572338 4.547627
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = p_S,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = R_0,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = b_a,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = b_a,
               y = Median_Herd_Immunity)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_herd_immunity_", model_name,
           "_model_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_with_antibody_LL,
           aes(x = Median_Herd_Immunity,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "herd_immunity_vs_Antibody_Mean_LL_", model_name,
           "_model_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Isloate top 2LL of antibodyLL from top 2 LL of Model N_12 Initial Fit

antibody_top_2_LL_from_grid_cases_top_2_LL = top_2_LL_end_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)
nrow(antibody_top_2_LL_from_grid_cases_top_2_LL)
## [1] 34
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = Median_Herd_Immunity,
               y = Antibody_Mean_LL)) +
  geom_point() + rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "herd_immunity_vs_Antibody_Mean_LL_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_and_antibody_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "p_S_vs_antibody_LL_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = p_S,
               y = R_0)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "p_S_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = b_a,
               y = R_0)) +
  rahul_man_figure_theme + geom_point()
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_NGM_histogram_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_A_vs_R_0_S_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) +
  geom_point(size = 5) +
  scale_color_viridis_c() +
  rahul_man_figure_theme +
  theme_white_background +
  scale_x_continuous(breaks=c(seq(2,10,1), 15, 18)) +
  scale_y_continuous(breaks=seq(2,5,1)) +
  coord_cartesian(expand = FALSE, #turn off axis expansion (padding)
                  xlim = c(1.75, 9), ylim = c(1.75, 5.25)) #manually set limits
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name, "_Model/Sup_Figs/",
           "R_0_vs_R_0_NGM_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_grid_cases_top_2_LL,
           aes(x = R_0,
               y = R_0_S_1+ R_0_S_2)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_S_", model_name,
           "_model_top_2_antibody_LL_from_top_2_cases_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

–>

R over N for top parameter combinations within 2LL when fit to antibody and case data

params_with_data = join(top_2_LL_all_combo_R_data,
                        top_2_LL_end_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        top_2_LL_all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_all_params_2_LL_antibody_from_antibody_MLE_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Write MLE

head(MLE)
##   M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 4.426536 0.1212218 0.9829669   0 0.2869619  0.1939382  1.09
##   phi_U phi_S   h_V    gamma   N_0      E_0     z_0 C_0
## 1  1.09   0.2 0.125 9.638642 8e+06 30583.41 5323.79   0
##   social_distancing_start_time quarantine_start_time PCR_sens  sigma_M
## 1                           17                    22      0.9 0.279458
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling  msg iter_num param_index    loglik nfail trace_num
## 1         0.162 mif1        8         467 -629.0533    NA        NA
##    loglist.se
## 1 0.006053676
head(ML_params)
##   M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S p_H_cond_S phi_E
## 1   5  13  14 4.426536 0.1212218 0.9829669   0 0.2869619  0.1939382  1.09
##   phi_U phi_S   h_V    gamma   N_0      E_0     z_0 C_0
## 1  1.09   0.2 0.125 9.638642 8e+06 30583.41 5323.79   0
##   social_distancing_start_time quarantine_start_time PCR_sens  sigma_M
## 1                           17                    22      0.9 0.279458
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##   G_w_y_scaling
## 1         0.162
write.csv(ML_params,
          file = "../Generated_Data/Profiles/N_12_Model/Grid_Search_MIF_run_1/ML_param_combination.csv", row.names = FALSE)

write.csv(MLE,
          file = "../Generated_Data/Profiles/N_12_Model/Grid_Search_MIF_run_1/MLE_param_combination_with_LL.csv", row.names = FALSE)

Get param grid box for profiles

#head(top_20_LL_end_params)


top_20_LL_box = top_20_LL_end_params %>%
  filter(loglist.se < 2) %>%
  sapply(range)
write.csv(top_20_LL_box, file = "../Generated_Data/Profile_Combination_Lists/N_12_Model/orignal_20_LL_param_box_from_1st_MIF_run.csv",
          row.names = FALSE)

Combine output from profiles

  # ---- combine_profile_output ----


# Header ------------------------------------------------------------------
## Name: combine_profile_output.R
## Author: Rahul Subramanian
## Description: Combine MIF real profile output data into one big data frame

  combine_profile_output = function(profile_var, model_name){


ptm = proc.time()


#profile_var = "I_S_0"
#args = commandArgs(trailingOnly=TRUE)

#profile_var = as.character(args[1])
print(profile_var)

###Load parameter list
pd = read.csv(file = paste0("../Generated_Data/Profile_Combination_Lists/",
                            model_name,"_Model/",profile_var,"_",
                            model_name,
                            "_profile_combination_list.csv"),
              header = TRUE)
#head(pd)


mif_sim_combined_output_df = data.frame(
  matrix(nrow = 0, ncol = ncol(pd) + 7)
)
colnames(mif_sim_combined_output_df) = c(colnames(pd), "LL")

colnames(mif_sim_combined_output_df) = c(colnames(pd),"msg", "iter_num", "param_index", "loglik", "nfail", "trace_num",  "loglist.se")
midway_max_jobs = 500


for(param_index in seq(1:midway_max_jobs)){
        #print(param_index)

  input_file_name = paste0("../Generated_Data/Profiles/", model_name,
                           "_Model/",profile_var,"_Profile/Subset_Outputs/",profile_var,
                           "_", model_name,
                           "_Profile_subset_",param_index,".RData")
  if(file.exists(input_file_name) == TRUE){
    load(file = input_file_name)
    mif_output_df_single_subset = res
  }else{
    group_size = nrow(pd)/midway_max_jobs
    start_index = (param_index-1)*group_size + 1
    end_index = param_index*group_size
    Num_mif_runs_per_start = 1
    param_data_subset_act = pd[start_index:end_index,]
    param_data_subset = param_data_subset_act[rep(seq_len(nrow(param_data_subset_act)), each = Num_mif_runs_per_start),]
    #param_data_subset$seed = NA;

    param_data_subset$msg = NA
    param_data_subset$iter_num = NA
    param_data_subset$param_index = NA
    param_data_subset$nfail = NA
    param_data_subset$trace_num = NA
    param_data_subset$loglik = NA
    param_data_subset$loglist.se = NA
    mif_output_df_single_subset = param_data_subset

  }

  #head(mif_output_df_single_subset)
  mif_sim_combined_output_df = rbind(mif_sim_combined_output_df, mif_output_df_single_subset)
}

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data_including_traces_and_start.RData")

save(mif_sim_combined_output_df, file = output_file_name)

profile_data_no_traces_or_start = filter(mif_sim_combined_output_df,
                                         msg == "mif1")

output_file_name = paste0("../Generated_Data/Profiles/", model_name,"_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv")
write.csv(profile_data_no_traces_or_start, file = output_file_name, row.names=FALSE,na="")
}

combine_profile_output(profile_var = "G_w_y_scaling", model_name = model_name)
## [1] "G_w_y_scaling"
# combine_profile_output(profile_var = "z_0", model_name = model_name)
# combine_profile_output(profile_var = "E_0", model_name = model_name)
# combine_profile_output(profile_var = "R_0", model_name = model_name)
combine_profile_output(profile_var = "b_a", model_name = model_name)
## [1] "b_a"
# combine_profile_output(profile_var = "b_e", model_name = model_name)
# combine_profile_output(profile_var = "b_q", model_name = model_name)
# combine_profile_output(profile_var = "p_S", model_name = model_name)
# combine_profile_output(profile_var = "p_H_cond_S", model_name = model_name)
# combine_profile_output(profile_var = "gamma", model_name = model_name)
# combine_profile_output(profile_var = "sigma_M", model_name = model_name)

Plot profiles

For each profile, three plots are generated. The first plot(“all_clean_data_points”) shows the likelihoods of every MIF run conducted for that profile. The second plot is the actual plot of the profile. For the second plot, only the maximum likelihood of each profiled parameter value is shown on the plot. The third plot is a “zoom-in” of the region near the MLE, only showing combinations within 20 log-likelihood units of the MLE. On all three plots, red horizontal lines denote likelihood values 20 log-likelihood units below the profile MLE, while blue horizontal lines denote likelihood values 2 log-likelihood units below the MLE.

Plotting function

plot_profiles = function(profile_var, model_name){

#Load results
profile_data = read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
#head(profile_data)

na_data = filter(profile_data, is.na(loglik) == TRUE)
print(paste("There are ", nrow(na_data), " entries with NA likelihoods"))

profile_data_clean = filter(profile_data, is.na(loglik) == FALSE)


ML = max(profile_data_clean$loglik)
cutoff_thres_20_LL_from_ML = ML - 20



p = ggplot(data = profile_data_clean, aes_string(x = eval(profile_var), y = "loglik")) + geom_point() + geom_hline(yintercept = cutoff_thres_20_LL_from_ML,
                                                                                                               color = 'red')+
  rahul_theme
print(p)
png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/all_clean_data_points_",
           profile_var,"_", model_name, "_profile.png"))
print(p)
dev.off()

cutoff_thres_2_LL_from_ML = ML - 2




### Take trace of profile (max at each value of profile variable)
profile_var_profile = aggregate(formula(paste0("loglik ~ ",eval(profile_var))), profile_data_clean, max)
#head(profile_var_profile)
p = ggplot(data = profile_var_profile, aes_string(x = eval(profile_var), y = "loglik")) +
  geom_point(size = 3) + geom_hline(yintercept = cutoff_thres_20_LL_from_ML, color = 'red') + rahul_theme
print(p)
png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/full_",
           profile_var, "_", model_name, "_profile.png"))
print(p)
dev.off()


top_20_LL_units = filter(profile_var_profile, loglik > cutoff_thres_20_LL_from_ML)

p = ggplot(data = top_20_LL_units, aes_string(x = eval(profile_var), y = "loglik")) +
  geom_point() + geom_hline(yintercept = cutoff_thres_2_LL_from_ML,color = 'blue') +
  rahul_theme + theme_white_background +
  ylab("Log Likelihood")


if(profile_var == "G_w_y_scaling"){
  p = p + xlab("s")
}

print(p)

png(paste0("../Figures/Profiles/", model_name, "_Model/", profile_var, "_Profile/20_LL_from_ML_",
           profile_var, "_", model_name, "_profile.png"))
print(p)
dev.off()
}

\(b_a\) Profile

plot_profiles(profile_var = "b_a", model_name = model_name)
## [1] "There are  0  entries with NA likelihoods"

## quartz_off_screen 
##                 2

\(G_w_y_scaling\) Profile

plot_profiles(profile_var = "G_w_y_scaling", model_name = model_name)
## [1] "There are  0  entries with NA likelihoods"

## quartz_off_screen 
##                 2

{r} # plot_profiles(profile_var = "R_0", model_name = model_name) #

{r} # plot_profiles(profile_var = "E_0", model_name = model_name) #

profile_var = "G_w_y_scaling"
profile_data= read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
profile_peak_data_G_w_y_scaling = profile_data %>%
  filter(loglik > max(loglik)-2)
range(profile_peak_data_G_w_y_scaling$R_0)
## [1]  4.708381 11.298709
save(profile_peak_data_G_w_y_scaling, file = paste0("../Generated_Data/Profiles/",
     model_name,
     "_Model/G_w_y_scaling_Profile/top_2_LL_of_G_w_y_scaling_profile.RData"))
profile_peak_data_5LL = profile_data %>%
  filter(loglik > max(loglik)-5)
range(profile_peak_data_5LL$R_0)
## [1]  3.685955 22.641192
profile_var = "b_a"
profile_data= read.csv(file = paste0("../Generated_Data/Profiles/", model_name, "_Model/", profile_var, "_Profile/",
                          profile_var, "_", model_name, "_profile_combined_data.csv"))
profile_peak_data_b_a = profile_data %>%
  filter(loglik > max(loglik)-2)
range(profile_peak_data_b_a$R_0)
## [1]  2.876945 18.378599
save(profile_peak_data_b_a, file = paste0("../Generated_Data/Profiles/",
     model_name,
     "_Model/b_a_Profile/top_2_LL_of_b_a_profile.RData"))
profile_peak_data = profile_data %>%
  filter(loglik > max(loglik)-5)
range(profile_peak_data$R_0)
## [1]  2.876945 21.734214
p = ggplot(data = profile_peak_data,
           aes(x = G_w_y_scaling,
               y = R_0)) + 
  geom_point() +
  rahul_theme 
p

p = ggplot(data = profile_peak_data,
           aes(x = G_w_y_scaling,
               y = p_S)) + 
  geom_point() +
  rahul_theme 
p

p = ggplot(data = profile_peak_data,
           aes(x = b_a,
               y = b_p,
               color = p_S < .15)) + 
  geom_point() +
  rahul_theme 
p

p = ggplot(data = profile_peak_data,
           aes(x = b_a,
               y = p_S)) + 
  geom_point() +
  rahul_theme
p

p = ggplot(data = profile_peak_data,
           aes(x = R_0,
               y = p_S)) + 
  geom_point() +
  rahul_theme
p

p = ggplot(data = profile_peak_data,
           aes(x = p_S,
               y = log(R_0))) + 
  geom_point() + geom_hline(yintercept = log(3), color = 'orange') +
    geom_hline(yintercept = log(4), color = 'purple') +
  rahul_theme
p

range(profile_peak_data$p_S)
## [1] 0.09939145 0.70221737
png("../Figures/Profiles/N_12_Model/b_a_Profile/p_S_vs_log_R_0_b_a_Profile_data.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = profile_peak_data,
           aes(x = b_a,
               y = log(R_0))) + 
  geom_point() + geom_hline(yintercept = log(3), color = 'orange') +
  geom_hline(yintercept = log(4), color = 'purple') +
  rahul_theme
p

png("../Figures/Profiles/N_12_Model/b_a_Profile/b_a_vs_log_R_0_b_a_Profile_data.png")
print(p)
dev.off()
## quartz_off_screen 
##                 2
small_R_0_profile_peak_params = profile_peak_data %>%
  filter(R_0 <= 3)
range(small_R_0_profile_peak_params$p_S)
## [1] 0.1567483 0.6246020

Plot Antibody LL for Profile Peaks

b_a profile peak

source("Sim_b_a_profile_peak_Model_N_12.R")
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R over N for top parameter combinations within 2LL when fit to antibody and case data (b_a Profile)

params_with_data = join(all_combo_R_data,
                        top_2_LL_end_subset_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
nyc_antibody_df = nyc_antibody_df %>%
  filter(time > 0)
comp_data = comp_data %>%
  filter(time <= max(nyc_antibody_df$time)) %>%
  filter(time >= min(nyc_antibody_df$time))


comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "red")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(data = comp_data_melt,
  #             aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  #   geom_ribbon(data = comp_data_melt,
  #               aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5)) +
  theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21))

  # xlab("")+
  # ylab("")
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
pdf(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params.pdf"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(data = comp_data_melt,
  #             aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  #   geom_ribbon(data = comp_data_melt,
  #               aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain"),
        axis.title.y = element_text(face = "plain"))  +
  xlab("")+
  ylab("") +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5))
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params_no_labs.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1 (b_a Profile)

Top 2LL via cases data

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, params_with_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, params_with_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, params_with_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, params_with_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

### Only top 2LL params via antibody LL

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "red")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 

obs_resp_df = hosp_comp_df %>%
  filter(variable == "Count") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 

obs_resp_likely_COVID_df = hosp_comp_df %>%
  filter(variable == "daily_est_COVID_resp") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(data = comp_data_melt,
  #             aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  #   geom_ribbon(data = comp_data_melt,
  #               aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste("Daily new hospitalized cases (", C[Q1], ")"))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue', shape = 'square') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue',  linetype = "dashed") +
  geom_point(data = obs_resp_df, aes(x = time, y = value), color = 'orange',
             shape = 'triangle') +
  geom_line(data = obs_resp_df, aes(x = time, y = value), color = 'orange',
            linetype = "dotdash") +
  geom_point(data = obs_resp_likely_COVID_df, aes(x = time, y = value), color = 'magenta',
             shape = 'triangle') +
  geom_line(data = obs_resp_likely_COVID_df, aes(x = time, y = value), color = 'magenta',
            linetype = "dotdash") +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain"),
        axis.title.y = element_text(face = "plain"))
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(data = comp_data_melt,
  #             aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  #   geom_ribbon(data = comp_data_melt,
  #               aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste("Daily new hospitalized cases "))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_point(data = obs_resp_df, aes(x = time, y = value), color = 'orange') +
  geom_line(data = obs_resp_df, aes(x = time, y = value), color = 'orange') +
  geom_point(data = obs_resp_likely_COVID_df, aes(x = time, y = value), color = 'magenta') +
  geom_line(data = obs_resp_likely_COVID_df, aes(x = time, y = value), color = 'magenta') +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain"),
        axis.title.y = element_text(face = "plain"))
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/Figure_5.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
pdf(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/Figure_5.pdf"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name,
 "_Model/Sup_Figs/b_a_profile_Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_b_a_profile__2_LL_antibody_from_antibody_b_a_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data (b_a Profile)

Only top 2LL params via case LL (b_a Profile)

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, params_with_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, params_with_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, params_with_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, params_with_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "red")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases") +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5))+
  theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21))
  # xlab("")+
  # ylab("")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_a_profile_2_LL_via_case_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_a_profile_2_LL_via_case_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
pdf(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_a_profile_2_LL_via_case_LL.pdf"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col,
                  alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = ML_low_Q,
  #                 ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = all_combo_median_min,
  #                 ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases") +
  theme(legend.position = "None") +
  theme(axis.title.x = element_text(face = "plain"),
        axis.title.y = element_text(face = "plain")) +
  xlab("")+
  ylab("") +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5))+
  theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21))
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_a_profile_2_LL_via_case_LL_no_labs.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col, alpha = 0.5), inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
  #                 ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  # geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
  #                 ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases") +
  theme(legend.position = "None")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_via_case_data.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name,
 "_Model/Man_Figs/b_a_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_via_case_data.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Ony top 2LL params via cases and antibody LL (b_a Profile)

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_b_a_profile_2_LL_antibody_from_antibody_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/b_a_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_antibody_from_antibody_profile_peak.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Profile Analysis Plots

low_p_S_subset_top_2_LL_end_subset_with_antibody_LL =
  top_2_LL_end_subset_with_antibody_LL %>%
  filter(p_S < 0.30)

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point(size = 3) +
  rahul_man_figure_theme +
  theme_white_background +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5)) +
  theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21)) +
  geom_hline(yintercept =
               max(top_2_LL_end_subset_with_antibody_LL$Antibody_Mean_LL)-2,
             color = 'blue', size = 1.5) +
  xlab(expression(paste(
    "Proportion of symptomatic cases (", p[S], ")",))) +
  ylab("Likelihood with respect to serology") 
  # xlab("")+
  # ylab("")
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
png(paste0("../Figures/Profiles/", model_name, "_Model/Man_Figs/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = low_p_S_subset_top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point(size = 3) +
  rahul_man_figure_theme +
  theme_white_background +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5)) +
  theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21)) +
  geom_hline(yintercept =
               max(top_2_LL_end_subset_with_antibody_LL$Antibody_Mean_LL)-2,
             color = 'blue', size = 1.5) +
  xlab(expression(paste(
    "Proportion of symptomatic cases (", p[S], ")",))) +
  ylab("Likelihood with respect to serology") 
  # xlab("")+
  # ylab("")
p

png(paste0("../Figures/Profiles/", model_name, "_Model/Man_Figs/",
           "p_S_vs_Antibody_LL_low_p_S_subset_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point(size = 3) +
  rahul_man_figure_theme +
  theme_white_background +
  theme(axis.title.x = element_text(face = "plain"),
        axis.title.y = element_text(face = "plain")) +
  geom_hline(yintercept =
               max(top_2_LL_end_subset_with_antibody_LL$Antibody_Mean_LL)-2,
             color = 'blue',
             size = 1.5) +
  xlab(expression(paste(
    "Proportion of symptomatic cases (", p[S], ")",))) +
  ylab("Likelihood with respect to serology") + 
  xlab("")+
  ylab("") +
  theme(axis.title.x = element_text(face = "plain", size = 24),
        axis.title.y = element_text(face = "plain", size = 24)) +
  theme(axis.line = element_line(colour = 'black', size = 1))+
  theme(axis.ticks = element_line(colour = "black", size = 1.5)) +
    theme(axis.text.x = element_text(size=21)) +
  theme(axis.text.y = element_text(size=21)) 
p

png(paste0("../Figures/Profiles/", model_name, "_Model/Man_Figs/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL_no_labs.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_b_a_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_subset_with_antibody_LL$phi_S
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_subset_with_antibody_LL$gamma
top_2_LL_end_subset_with_antibody_LL =  top_2_LL_end_subset_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_subset_with_antibody_LL$gamma_total = 1/top_2_LL_end_subset_with_antibody_LL$duration_of_symp
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)

antibody_top_2_LL_from_b_a_profile_top_2_LL = top_2_LL_end_subset_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)
nrow(antibody_top_2_LL_from_b_a_profile_top_2_LL)
## [1] 36
range(antibody_top_2_LL_from_b_a_profile_top_2_LL$R_0)
## [1]  2.927915 17.771088
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = b_a,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = b_a,
               y = log(R_0))) + geom_hline(yintercept = log(3), color = 'orange') +
  geom_hline(yintercept = log(4), color = 'purple') +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_log_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = b_p,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_p_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = b_q,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_q_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
range(antibody_top_2_LL_from_b_a_profile_top_2_LL$b_q)
## [1] 0.1337064 0.2401933
hist(antibody_top_2_LL_from_b_a_profile_top_2_LL$R_0)

## Calculate R_0 NGM for top_2_LL of b_a profile

\[\begin{equation} R_{0_{NGM}} = \frac{\beta_P}{\phi_U} + \frac{\beta_A (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

In terms of model parameters: \[\begin{equation} R_{0_{NGM}} = \frac{\beta*b_p}{\phi_U} + \frac{\beta*b_a (1-p_S)}{\phi_S} + \frac{\beta p_S}{\phi_S} + \frac{\beta (1-p_{\text{H_cond_S}}) p_S}{\gamma} \end{equation}\]

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_density() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_profile_density_plot_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) + 
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_Profile_histogram_of_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_A,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_Profile_R_0_A_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) + 
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_Profile_R_0_vs_R_0_NGM_color_b_a_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) + 
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_Profile_R_0_vs_R_0_NGM_color_b_p_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_S_1 + R_0_S_2)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_Profile/", model_name,
                  "_b_a_Profile_R_0_vs_R_0_S_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM,
               y = Antibody_Mean_LL)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_profile/", model_name,
                  "_b_a_profile_R_0_NGM_vs_Likelihood_with_respect_to_antibody_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = R_0_NGM)) + 
  geom_point() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/b_a_profile/", model_name,
                  "_b_a_profile_b_a_vs_R_0_NGM_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() +
  rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_NGM_histogram_", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) +
  geom_point(size = 5) +
  scale_color_viridis_c() +
  rahul_man_figure_theme +
  theme_white_background +
  scale_x_continuous(breaks=c(seq(2,10,1), 15, 18)) +
  scale_y_continuous(breaks=seq(2,5,1)) +
  coord_cartesian(expand = FALSE, #turn off axis expansion (padding)
                  xlim = c(1.75, 18.25), ylim = c(1.75, 5.25)) #manually set limits
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_color_by_b_a", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  geom_point(size = 5) +
  scale_color_viridis_c() +
  rahul_man_figure_theme +
  theme_white_background +
  scale_x_continuous(breaks=c(seq(2,10,1), 15, 18)) +
  scale_y_continuous(breaks=seq(2,5,1)) +
  coord_cartesian(expand = FALSE, #turn off axis expansion (padding)
                  xlim = c(1.75, 18.25), ylim = c(1.75, 5.25)) #manually set limits
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "R_0_vs_R_0_NGM_color_by_b_p", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_b_a_profile_top_2_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  geom_point(size = 5) +
  scale_color_viridis_c() +
  rahul_man_figure_theme +
  theme_white_background +
  scale_x_continuous(breaks=c(seq(2,10,1), 15, 18)) +
  scale_y_continuous(breaks=seq(2,5,1)) +
  coord_cartesian(expand = FALSE, #turn off axis expansion (padding)
                  xlim = c(1.75, 9), ylim = c(1.75, 5.25)) #manually set limits
p

png(paste0("../Figures/Profiles/", model_name, "_Model/Sup_Figs/",
           "R_0_vs_R_0_NGM_color_by_b_p", model_name,
           "_model_top_2_antibody_LL_from_b_a_profile_peak_LL_no_outlier.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Surface plots

antibody_top_2_LL_from_b_a_profile_top_2_LL_no_outlier = 
  antibody_top_2_LL_from_b_a_profile_top_2_LL %>%
  filter(R_0 <15)
save(antibody_top_2_LL_from_b_a_profile_top_2_LL_no_outlier,
     file = paste0("../Generated_Data/Profiles/", model_name, "_Model/top_2_LL_data/b_a_profile_antibody_surface_plot_data.RData"))

save(antibody_top_2_LL_from_b_a_profile_top_2_LL,
     file = paste0("../Generated_Data/Profiles/", model_name, "_Model/top_2_LL_data/b_a_profile_antibody_surface_plot_data_with_outlier.RData"))
  
library(plotly)
## Warning: package 'plotly' was built under R version 3.5.2
## 
## Attaching package: 'plotly'
## The following object is masked from 'package:ggplot2':
## 
##     last_plot
## The following objects are masked from 'package:plyr':
## 
##     arrange, mutate, rename, summarise
## The following object is masked from 'package:stats':
## 
##     filter
## The following object is masked from 'package:graphics':
## 
##     layout
# if (!require("processx")) install.packages("processx")
fig <- plot_ly(antibody_top_2_LL_from_b_a_profile_top_2_LL_no_outlier,
               x = ~b_a, y = ~b_p, z = ~R_0, color = ~b_a)
fig <- fig %>% add_markers()
fig <- fig %>% layout(scene = list(xaxis = list(title = ' b_a'),
                     yaxis = list(title = ' b_p'),
                     zaxis = list(title = 'R_0 ')))

fig
# orca(fig, "surface-plot.svg")
source("Sim_G_w_y_scaling_profile_peak_Model_N_12.R")
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R over N for top parameter combinations within 2LL when fit to antibody and case data (G_w_y_scaling Profile)

params_with_data = join(all_combo_R_data,
                        top_2_LL_end_subset_with_antibody_LL)
## Joining by: combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_S_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_C_Q1_data)
## Joining by: time, combo_num, sim_subset_index
params_with_data = join(params_with_data,
                        all_combo_data)
## Joining by: time, combo_num, sim_subset_index
antibody_top_2_LL_params_and_sim_data = params_with_data %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)


#head(params_with_data)
all_combo_data_high_Q_max = aggregate(sim_data_R_over_N_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_R_over_N_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_R_over_N_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_R_over_N_low_Q)
all_combo_data_median_max = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_R_over_N_median)

all_combo_data_median_min = aggregate(sim_data_R_over_N_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_R_over_N_median)
ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_R_over_N_median,
                          ML_high_Q = sim_data_R_over_N_high_Q,
                          ML_low_Q = sim_data_R_over_N_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE for antibody data)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations (for antibody data))"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations (for antibody data))"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)

p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(frac(R,N)))) +
  geom_ribbon(data = nyc_antibody_df,aes(x = times, ymin = lower_CI,
                                ymax = upper_CI),
                                fill = 'blue',
                                alpha = 0.5) +
  geom_point(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue') +
  geom_line(data = nyc_antibody_df,
           aes(x = times, y = Prop_Positive), color = 'blue')
  
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Observed_Antibody_data_vs_Ribbon_Plot_R_over_N_over_time_simulation_from_G_w_y_scaling_profile__2_LL_antibody_from_antibody_G_w_y_scaling_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

C_Q1 (G_w_y_scaling Profile)

all_combo_data_high_Q_max = aggregate(sim_data_C_Q1_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_C_Q1_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_C_Q1_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_C_Q1_low_Q)
all_combo_data_median_max = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_C_Q1_median)

all_combo_data_median_min = aggregate(sim_data_C_Q1_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_C_Q1_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))
ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_C_Q1_median,
                          ML_high_Q = sim_data_C_Q1_high_Q,
                          ML_low_Q = sim_data_C_Q1_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))
ML_Q_Rib_Col_lab = "95% Simulation Quantiles \n (MLE)"
All_combo_Med_Rib_Col_lab = "Simulation Median \n  (all 2 LL combinations)"
All_combo_Q_Rib_Col_lab = "95% Simulation Quantiles \n (all 2 LL combinations)"
comp_data_melt$ML_Q_Rib_Col = ML_Q_Rib_Col_lab
comp_data_melt$All_combo_Med_Rib_Col = All_combo_Med_Rib_Col_lab
comp_data_melt$All_combo_Q_Rib_Col = All_combo_Q_Rib_Col_lab

fill_vec = c("pink", "skyblue", "grey70")
names(fill_vec) = c(All_combo_Med_Rib_Col_lab, ML_Q_Rib_Col_lab, All_combo_Q_Rib_Col_lab)


hosp_comp_df = read.csv("../Generated_Data/hosp_comp_df.csv")

obs_hosp_df = hosp_comp_df %>%
  filter(variable == "HOSPITALIZED_COUNT") %>%
  dplyr::select(-Date, -Day_of_Week, time = times) 


p = ggplot() +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(data = comp_data_melt,
              aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
    geom_ribbon(data = comp_data_melt,
                aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_line(data = comp_data_melt,
            aes(x = time, y = value, color = variable)) +
  geom_point(data = comp_data_melt,
             aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +
    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red"),
                                     labels =
                                       c("Simulation Median \n (MLE)"))  +
   xlab("Days since March 1 2020")+
  ylab(expression(paste(C_Q1))) +
  geom_point(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') +
  geom_line(data = obs_hosp_df, aes(x = time, y = value), color = 'blue') 
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Obs_COVID_hosp_cases_vs_Ribbon_Plot_C_Q1_over_time_simulation_from_G_w_y_scaling_profile__2_LL_antibody_from_antibody_G_w_y_scaling_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Compare to observed data (G_w_y_scaling Profile)

#all_combo_melt_data = melt(all_combo_data, id.vars = c("time", "combo_num"))

all_combo_data_high_Q_max = aggregate(sim_data_high_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)
all_combo_data_high_Q_max = dplyr::select(all_combo_data_high_Q_max,
                                          time = time,
                                          all_combo_high_Q_max = sim_data_high_Q)
all_combo_data_low_Q_min = aggregate(sim_data_low_Q ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_low_Q_min = dplyr::select(all_combo_data_low_Q_min,
                                          time = time,
                                          all_combo_low_Q_min = sim_data_low_Q)
all_combo_data_median_max = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = max)

all_combo_data_median_max = dplyr::select(all_combo_data_median_max,
                                          time = time,
                                          all_combo_median_max = sim_data_median)

all_combo_data_median_min = aggregate(sim_data_median ~ time, antibody_top_2_LL_params_and_sim_data,
                               FUN = min)
all_combo_data_median_min = dplyr::select(all_combo_data_median_min,
                                          time = time,
                                          all_combo_median_min = sim_data_median)


ML_output = antibody_top_2_LL_params_and_sim_data %>%
  filter(Antibody_Mean_LL == max(Antibody_Mean_LL))

ML_output = dplyr::select(ML_output, time = time,
                          ML_median = sim_data_median,
                          ML_high_Q = sim_data_high_Q,
                          ML_low_Q = sim_data_low_Q)

comp_data = join(ML_output, all_combo_data_high_Q_max)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_low_Q_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_min)
## Joining by: time
## Joining by: time

comp_data = join(comp_data, all_combo_data_median_max)
## Joining by: time
## Joining by: time

true_data = dplyr::select(Observed_data, time = times,
                          Observed_Data = Y)
comp_data = join(comp_data, true_data)
## Joining by: time
## Joining by: time



comp_data_melt = melt(comp_data, id.vars = c("time",
                                             "ML_high_Q", "ML_low_Q",
                                             "all_combo_high_Q_max",
                                             "all_combo_low_Q_min",
                                             "all_combo_median_min",
                                             "all_combo_median_max"))





comp_data_melt$ML_Q_Rib_Col = "95% Simulation Quantiles \n (MLE)"
comp_data_melt$All_combo_Med_Rib_Col = "Simulation Median \n  (all 2 LL combinations)"
comp_data_melt$All_combo_Q_Rib_Col = "95% Simulation Quantiles \n (all 2 LL combinations)"

fill_vec = c("Simulation Median \n  (all 2 LL combinations)" = "pink", "95% Simulation Quantiles \n (MLE)" = "skyblue", "95% Simulation Quantiles \n (all 2 LL combinations)" = "grey70")

p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = all_combo_low_Q_min,
                  ymax = all_combo_high_Q_max, fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = ML_low_Q,
                  ymax = ML_high_Q, fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = all_combo_median_min,
                  ymax = all_combo_median_max, fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = value, color = variable)) +
  geom_point(aes(x = time, y = value, color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_G_w_y_scaling_profile_2_LL_antibody_from_antibody_profile_peak_params.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = comp_data_melt) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_low_Q_min),
                  ymax = log(all_combo_high_Q_max), fill = All_combo_Q_Rib_Col), inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(ML_low_Q),
                  ymax = log(ML_high_Q), fill = ML_Q_Rib_Col),  inherit.aes = FALSE) +
  geom_ribbon(aes(x = time, ymin = log(all_combo_median_min),
                  ymax = log(all_combo_median_max), fill = All_combo_Med_Rib_Col), inherit.aes = FALSE) +
  geom_line(aes(x = time, y = log(value), color = variable)) +
  geom_point(aes(x = time, y = log(value), color = variable)) +
  rahul_theme +
  theme(legend.text = element_text(size = 12,
                             face = "bold",
                             color = "black")) +
  theme_white_background +

    scale_fill_manual(name = "Ribbon  Legend", values = fill_vec) +
  scale_color_manual(name = "Color  Legend", values = c("red","blue"),
                                     labels =
                                       c("Simulation Median \n (MLE)",
                                         "Observed",
                                         "Data Used For Fitting"))  +
   xlab("Days since March 1 2020")+
  ylab("Observed Monthly Cases")
p

png(paste0("../Figures/Profiles/", model_name,
 "_Model/top_2_LL_sim_plots/top_2_LL_via_antibody_comp_plots/G_w_y_scaling_profile_log_Obs_daily_COVID_cases_vs_Ribbon_Plot_simulated_cases_over_time_simulation_from_2_LL_antibody_from_antibody_profile_peak.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2

Profile analysis plots

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = p_S,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "p_S_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = b_a,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "b_a_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = Antibody_Mean_LL)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "R_0_vs_Antibody_LL_", model_name,
           "_model_antibody_LL_from_G_w_y_scaling_Profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
head(top_2_LL_end_subset_with_antibody_LL)
##   G_w_y_scaling M_0 V_0 K_0       R_0       b_q       b_a b_p        p_S
## 1     0.1137931   5  13  14  5.723926 0.1507524 0.7854870   0 0.09086144
## 2     0.1137931   5  13  14  4.708381 0.1485728 0.9222754   0 0.11202716
## 3     0.1251724   5  13  14  9.325590 0.1410724 0.2478865   0 0.20058425
## 4     0.1251724   5  13  14  7.305199 0.1594458 0.5414109   0 0.09463406
## 5     0.1251724   5  13  14 11.298709 0.1360877 0.2015189   0 0.18165551
## 6     0.1251724   5  13  14  5.893892 0.1325272 0.6100393   0 0.21542419
##   p_H_cond_S phi_E phi_U phi_S   h_V     gamma   N_0      E_0      z_0 C_0
## 1 0.10470967  1.09  1.09   0.2 0.125 202.92645 8e+06 69259.55 25317.20   0
## 2 0.10403656  1.09  1.09   0.2 0.125 181.58790 8e+06 71920.34 17252.26   0
## 3 0.08133696  1.09  1.09   0.2 0.125 302.75063 8e+06 44516.55 12332.46   0
## 4 0.08674280  1.09  1.09   0.2 0.125 119.69524 8e+06 73408.35 29639.12   0
## 5 0.08282378  1.09  1.09   0.2 0.125 113.87758 8e+06 35780.51 17105.31   0
## 6 0.09127855  1.09  1.09   0.2 0.125  96.51711 8e+06 36215.94 10747.12   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2771416
## 2                           17                    22      0.9 0.2764743
## 3                           17                    22      0.9 0.2748670
## 4                           17                    22      0.9 0.2732558
## 5                           17                    22      0.9 0.2727828
## 6                           17                    22      0.9 0.2772539
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 2 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 3 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 4 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 5 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
## 6 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##    msg iter_num param_index    loglik nfail trace_num  loglist.se
## 1 mif1        1         171 -628.1586    NA        NA 0.010046013
## 2 mif1        2         183 -628.0499    NA        NA 0.006061666
## 3 mif1        1         185 -627.2937    NA        NA 0.008435769
## 4 mif1        1         188 -626.2718    NA        NA 0.010147800
## 5 mif1        1         189 -627.9499    NA        NA 0.010069333
## 6 mif1        2         189 -626.6486    NA        NA 0.009115353
##   Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity combo_num
## 1        -43.99074     0.02136674            0.3302930         1
## 2        -31.45546     0.01372541            0.2738905         2
## 3        -30.77820     0.01511641            0.1465016         3
## 4        -43.88899     0.01918563            0.3219798         4
## 5        -28.22636     0.01248400            0.1592594         5
## 6        -33.70748     0.01503283            0.1393224         6
##   sim_subset_index
## 1                1
## 2                1
## 3                1
## 4                1
## 5                1
## 6                1
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_1 = 1/top_2_LL_end_subset_with_antibody_LL$phi_S
top_2_LL_end_subset_with_antibody_LL$duration_of_symp_2 = 1/top_2_LL_end_subset_with_antibody_LL$gamma
top_2_LL_end_subset_with_antibody_LL =  top_2_LL_end_subset_with_antibody_LL %>%
  mutate(duration_of_symp = duration_of_symp_1 + duration_of_symp_2)
top_2_LL_end_subset_with_antibody_LL$gamma_total = 1/top_2_LL_end_subset_with_antibody_LL$duration_of_symp
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(Beta = R_0*gamma_total)

top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL%>%
  mutate(R_0_P = (Beta*b_p)/phi_U,
         R_0_A = (Beta*b_a *(1-p_S))/phi_S,
         R_0_S_1 = (Beta*p_S)/phi_S,
         R_0_S_2 = (Beta*(1-p_H_cond_S)*p_S)/gamma)
top_2_LL_end_subset_with_antibody_LL = top_2_LL_end_subset_with_antibody_LL %>%
  mutate(R_0_NGM = R_0_P + R_0_A + R_0_S_1 + R_0_S_2)

p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0_NGM)) +
  geom_histogram() + rahul_man_figure_theme
p
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_NGM_histogram_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
## `stat_bin()` using `bins = 30`. Pick better value with `binwidth`.
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_a)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_vs_R_0_NGM_color_b_a_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = b_p)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_vs_R_0_NGM_color_b_p_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = R_0,
               y = R_0_NGM,
               color = G_w_y_scaling)) +
  geom_point() +
  scale_color_viridis_c() +
  rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_R_0_vs_R_0_NGM_color_G_w_y_scaling_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = top_2_LL_end_subset_with_antibody_LL,
           aes(x = G_w_y_scaling,
               y = R_0_NGM)) +
  geom_point() + rahul_man_figure_theme
p

png(file = paste0("../Figures/Profiles/", model_name, "_Model/G_w_y_scaling_profile/", model_name,
                  "_G_w_y_scaling_profile_G_w_y_scaling_vs_R_0_NGM_histogram_for_all_parameter_combinations_within_2LL_of_profile_MLE_fit_to_cases.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL =
  top_2_LL_end_subset_with_antibody_LL %>%
  filter(Antibody_Mean_LL > max(Antibody_Mean_LL)-2)

nrow(antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL)
## [1] 1
range(antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL$R_0)
## [1] 6.252792 6.252792
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL
##   G_w_y_scaling M_0 V_0 K_0      R_0       b_q       b_a b_p       p_S
## 1     0.1365517   5  13  14 6.252792 0.1472358 0.5492081   0 0.1620639
##   p_H_cond_S phi_E phi_U phi_S   h_V    gamma   N_0      E_0      z_0 C_0
## 1 0.07649814  1.09  1.09   0.2 0.125 582.3939 8e+06 43192.67 21552.95   0
##   social_distancing_start_time quarantine_start_time PCR_sens   sigma_M
## 1                           17                    22      0.9 0.2724676
##     beta_w_3  beta_w_2  beta_w_1 beta_w_0    g_0       g_F sigma_epsilon
## 1 0.01215073 0.9810086 -37.23481 229.4094 1183.3 0.1162005      109.1121
##    msg iter_num param_index    loglik nfail trace_num loglist.se
## 1 mif1        1         217 -627.2268    NA        NA 0.01303892
##   Antibody_Mean_LL Antibody_LL_SE Median_Herd_Immunity combo_num
## 1         -25.1653    0.003145945            0.1864272        15
##   sim_subset_index duration_of_symp_1 duration_of_symp_2 duration_of_symp
## 1                1                  5        0.001717051         5.001717
##   gamma_total     Beta R_0_P    R_0_A  R_0_S_1      R_0_S_2 R_0_NGM
## 1   0.1999313 1.250129     0 2.876555 1.013004 0.0003212641 3.88988
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_a,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_a,
               y = log(R_0))) + geom_hline(yintercept = log(3), color = 'orange') +
  geom_hline(yintercept = log(4), color = 'purple') +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_a_vs_log_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_p,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_p_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
p = ggplot(data = antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL,
           aes(x = b_q,
               y = R_0)) +
  geom_point() +
  rahul_man_figure_theme
p

png(paste0("../Figures/Profiles/", model_name, "_Model/top_2_LL_sim_plots/",
           "top_2_LL_via_antibody_comp_plots/",
           "b_q_vs_R_0_", model_name,
           "_model_top_2_antibody_LL_from_G_w_y_scaling_profile_peak_LL.png"))
print(p)
dev.off()
## quartz_off_screen 
##                 2
antibody_top_2_LL_from_G_w_y_scaling_profile_top_2_LL$R_0_NGM
## [1] 3.88988